The strongest candidates I have coached never memorized answers. They walked in already talking like they worked there. A client would sit across from a hiring manager and, instead of reciting the rehearsed version of her own résumé, ask something specific about the business, proof she had already spent an hour on their problem before anyone paid her to. The room changed. The conversation stopped being an evaluation and started being a discussion between two people who both had something to lose.

That is exactly the mechanism from Saaspire names in Two Things That Get People Hired Into Tech Sales. His subject is narrower than mine. Mine is broader than his. Both of us are describing the same thing.

His Argument, Compressed

Vijeth is writing about the SDR interview. SDR stands for Sales Development Representative, the entry level seller who finds prospects and books first meetings for a more senior closer. His claim is that an SDR interview is not a test about sales. It is a sales call, and the candidate is the product being sold. As he puts it, the hiring manager is quietly asking one question the whole time: “if I put this person on a call with a prospect tomorrow, would I be embarrassed.”

Two habits answer that question, he argues, better than any rehearsed line. The first is treating your research like an audition, four plain facts about the company: what it sells, who buys it, what is currently happening there, and who will be sitting across the table. The second is asking for the next step out loud instead of signing off with a version of thanks so much, hope to hear from you. Not asking, he writes, is simply “a quiet no.”

He is right about all of it, and he is right for a reason that has nothing to do with sales.

Where He Is Right, and the One Thing I Would Add

Both habits work because they are demonstrations, not declarations. The candidate who asks a sharp question about the buyer has not claimed to be good at research. She has just been good at it, in front of the one person whose opinion currently matters. Vijeth’s own example line makes the point: “From what I’ve read, it looks like your main buyers are operations leads at mid-market logistics companies. Is that right? And what’s the objection your SDRs hear most from them?” That is not a pitch. It states an observation and invites correction, which is harder than confidence, and almost nobody trains for it directly.

The one thing I would add is this. Those two habits are not interview skills. They are the same two habits that get you promoted, staffed on the good project, and trusted with the relationship nobody wants to hand to someone unproven. The interview is just the first place the stakes are high enough that people finally perform the version of themselves they could have been showing all along.

Which means the useful question is not how do I interview better. It is why did it take an interview to make me do this.

What a Career Adds

Every meeting you sit in during your working life runs the same evaluation Vijeth describes, whether or not anyone calls it one. The client call where you bring three specific facts about their business, or generic enthusiasm. The cross functional ask where you state what you believe is true about the other team’s constraint and invite correction, or ask them to explain their whole world from zero. The promotion conversation where you name the next step you want and the date you want a decision by, or say something that sounds like patience and functions like invisibility.

The audition never ends. It just stops being labeled one.

So basically, the reason Vijeth’s two habits work so well for interviews is that they are the two habits that build a career, and the interview is just the one moment where the absence of them gets punished immediately and visibly. Everywhere else, the absence of them gets punished slowly, in the form of being the person nobody thought to ask.

The Frame

Run this through the three stages that we at RISEUP@work prefer to use (vs. term s like early or mid or late career), and the pattern holds at every one, though the application shifts.

In the Launch Stage, roughly your first 4 years in college and 2 years at work, research as audition looks like showing up to a kickoff already knowing the client’s last two quarters, because you decided to be the person who already did the reading. Asking for the next step feels hardest here, because you have the least standing to ask for anything. Ask anyway. A twenty three year old who says what happens next and by when reads as someone worth developing, not someone overreaching.

In the Foundation Stage, the decade after that, research shifts from proving you did the reading to proving you understand the business behind the business. The next step habit shifts from asking about your own advancement to asking on behalf of the work, when do we decide, who else needs to weigh in. That version signals ownership rather than ambition.

In the Dividend Stage, both habits become what you teach rather than only what you do. Research becomes the question you ask a junior colleague before a room, did you find the one thing that would surprise them. The next step habit becomes making sure nobody on your team leaves a meeting without saying what happens next.

The Move This Week

Pick one recurring meeting on your calendar. Before it, spend four minutes finding one specific fact about the other side that you did not know last time. Before it ends, say out loud what you believe happens next and ask the other person to confirm or correct you.

Do this once and it will feel like effort. Do it for three weeks and it will feel like who you are.

The Close

I want to thank Vijeth directly, because what he wrote about a twenty minute conversation with a hiring manager is really a compressed argument about an entire working life, and I do not think he set out to write that. The best pieces rarely announce how far their logic travels. His did. I just followed it further than the interview room.

The role you are being interviewed for is rentable. Whoever hires you can let you go, reorganize you, replace you. The two habits Vijeth named are not. Research as audition and asking for the next step out loud are yours, and they compound every time you use them, whether or not anyone is deciding whether to hire you that day.

Dr. Deepak Bhootra spent 34 years in leadership roles and 14 years as an ICF certified coach, touching the lives of 1,500 people. Those learnings led him to found RISEUP@work, a career operating system that accompanies professionals throughout the full arc of their working lives, organized into three stages, Launch, Foundation, and Dividend. RISEUP@work is raising capital now, with a minimum investment of $100 to keep participation broad. Invest at wefunder.com/riseupatwork.

Three weeks disappeared before I noticed any of it.

Everything seemed fine externally. I met all deadlines, and my calendar remained as busy as usual. Each morning, I chose the task I knew how to handle and postponed the tougher ones to the next day, a pattern I kept accepting. By week four, the tough task had become urgent, costing me a weekend I had promised to someone else. In an office, this situation wouldn't last three weeks; someone would pass by and ask about it early on. Working alone so far from others, no one passing by ever questioned anything.

This made me realize what I truly lost by switching to remote work—not the person, but the questions they used to ask.

The longer, more personal version of this story ran first at Thrive Remotely: I Lost Three Weeks Before Anyone Noticed, Me Included. I was invited by of Thrive Remotely to contribute to their newsletter.

The One Thing I Actually Missed

A good manager does one thing that is easy to mistake for oversight. They look at what you are building and ask the one question you had not thought to ask yourself, the question that comes from having seen your situation a dozen times before. Asked in week one, that question is cheap. Asked in week four, it is expensive.

It was never the check-ins for their own sake. It was a specific, well-aimed question, arriving early enough to still be cheap to answer. Remote work did not make you less disciplined. It removed the person whose job was to ask.

Two Things The Research Gets Right

The standard advice for staying on track alone is some version of try harder. The research says the fix lies elsewhere entirely.

Willpower was never the variable. Psychologists Veronika Job, Carol Dweck, and Gregory Walton, in a 2010 study published in Psychological Science, found that people who did not believe self-control was a limited resource showed no drop in self-control after a demanding task. People who believed the opposite showed the classic depletion pattern. The failure we call running out of willpower is partly a belief doing the work of a fact. Your manager’s question was never a patch for weak discipline. It was a second source of judgment that did not depend on what you believed about yourself that week.

A plan beats a promise. Psychologist Peter Gollwitzer built decades of research on implementation intentions, the habit of deciding in advance exactly when, where, and how you will act, rather than just deciding to act. A 2006 meta-analysis by Gollwitzer and Paschal Sheeran, published in Advances in Experimental Social Psychology, synthesized dozens of studies and found a medium-to-large effect on actual goal attainment. A manager’s question does this without either of you naming it. “What are you doing about the hard part?” cannot be answered with “I will get to it.” It forces a when, a where, and a how.

Put those two findings together, and the shape of the fix becomes obvious. You do not need more willpower. You need a specific question, asked on a schedule, by somebody other than the version of you that is avoiding the work.

The Early Question Framework

Here is the practitioner version: three frames you can run through in under five minutes, any day you feel the slide starting.

Frame One. Notice. What have I pushed to tomorrow more than once this week? Name the task, not the feeling about it.

Frame Two. Name. What question would a good manager ask me about this, right now, today? Write the actual question, not a vague resolution to do better.

Frame Three. Assign. Who is going to hear my answer, and when? A calendar block with no witness is a wish. A question with a named person and a day attached is a system.

Run all three, in order, and you have rebuilt in five minutes what an office used to give you for free.

The Fake Version To Watch For

A tracking system can become a performance of the question rather than the question itself, just as showing up in the office for an hour just to be seen satisfies the appearance of commitment without its substance.

A weekly report that only ever says “good week” is a fake version with extra steps. Frame Three only works if the answer is allowed to be uncomfortable.

A Final Frame

The manager who used to walk past your desk was never really checking on you. They were catching a small problem while it was still cheap to fix.

I did not miss the meetings. I did not miss the reviews. I missed the question, asked early enough to matter, by somebody paying attention on my behalf.

Nobody is asking it for you now, unless you decide who does. Run the three frames, and it keeps asking long after the manager who used to do it for free is gone.

A version of this story ran first at Thrive Remotely, a publication for people building careers without an office around them. Subscribe here: Subscribe to Thrive Remotely

Dr. Deepak Bhootra spent 34 years in leadership roles and 14 years as an ICF-certified coach, touching the lives of 1,500 people. Those learnings led him to found RISEUP@work, a career operating system that accompanies professionals throughout the full arc of their working lives, organized into three stages: Launch, Foundation, and Dividend. RISEUP@work is raising capital now, with a minimum investment of $100 to keep participation broad. Invest at wefunder.com/riseupatwork.

Nobody provided you with a manual for working alongside AI. You figured out the tool through trial and error, just like everyone else. You opened it, made guesses, and hoped those guesses would eventually translate into some level of skill.

This month, the institution most identified with the technology admitted it cannot hand its own students that manual either.

An MIT faculty committee published a report on the use of AI in teaching, learning, and research training. Five months of work, faculty from every school, written as a call to action. The committee did not soften the ending. Its own summary was that no one, anywhere, has this figured out yet.

One number stopped me. In MIT’s Fall 2025 survey, 70% of students said AI proficiency will matter in their careers. Only 25% believed MIT was preparing them to use it. Which means the best-resourced technical school on earth is missing three of every four of its own people.

The Gap Underneath the Skills Gap

The report is careful about what is breaking. AI can now complete almost any written assignment. So the essay and the problem set no longer prove that a person learned anything.

The committee is blunt about the cost. Overreliance on AI weakens memory, erodes confidence, and undermines mastery. In the same survey, 90% of students were worried about leaning on it too hard. 67% were very worried.

So the students can feel the erosion happening to them. They still cannot stop reaching for the tool.

The report has a name for the reflex. Cognitive surrender. You reach the first hard part, and you hand it over.

This is not only an MIT worry. In a study of 666 adults, the heaviest AI users scored lowest on critical thinking, and the drop was attributed almost entirely to offloading thinking to the tool (Gerlich, 2025). In another study of knowledge workers, the more a person trusted the AI, the less they checked its work (Lee et al., 2025).

So MIT is describing on its own campus what the research is finding everywhere else.

The Youngest Feel It First

A separate campus survey drew about 8,000 responses. Only 23% called themselves optimistic about AI.

The undergraduates, the group closest to the job market, were more likely to say the tool made them feel replaceable than capable, 40% to 34%.

So the people with the most road ahead of them are the most worried about being written out of the story. That is the starting line for anyone in the first decade of work right now.

The First Rung Is Being Sawn Off

The sharpest worry in the whole document is about a program called UROP, undergraduate research that reaches 93% of MIT students. Faculty are weighing whether to replace young researchers with AI agents, because the agents are faster and cheaper.

The committee’s warning is precise. Do that, and you erode the path through which judgment, confidence, and a professional identity are built.

The labor market is already showing the same thing. The Stanford Digital Economy Lab found that entry-level headcount for the youngest workers in the most AI-exposed jobs fell 16%, while older workers in the same jobs held steady.

Read it as a career warning, not a campus one. The small, codified work that used to teach a beginner is the exact work AI now does first. Which means the ladder is losing its bottom rung, on both sides of graduation.

What This Reads Like Across a Working Life

At RISEUP@work, we organize working life into three stages, and this hits hardest in the first.

In the Launch Stage, the first years of work, you were supposed to learn by doing the small tasks under supervision. That is the work getting automated.

So the forming that used to arrive free with the job now has to be built on purpose. Nobody is going to schedule it for you.

In the Foundation Stage, the decade after, the gap compounds. Two people who started the same year can end up with very different judgment, while their titles still read the same.

In the Dividend Stage, that accumulated judgment becomes the whole product, and the person who skipped the forming stage has little left to sell.

The instruction the report gives its own faculty is the one that works for a career. Use AI to expand what you can take on, not to skip the thinking that makes you worth hiring.

The Move This Week

Pick one task you would normally hand to AI whole. A memo, an analysis, a plan.

Do the first version yourself. Rough is fine. Then let the tool tear it apart and argue back. You have just used AI to sharpen your judgment rather than rent it. Do that fifty times, and you have the habit the report says almost no one is building.

A Final Frame

MIT can rebuild some of this by hand. It has faculty, funded teams, and a few thousand students to cover.

Most people reading this have none of that. They have a job, a tool that will do the work for them, and no one checking whether they grow.

The report highlights a gap that is growing wider. No one will close it for you. Not the employer improving their results this quarter, nor the school from which you graduated. The tool will complete the task. The forming is still your responsibility to do or choose to skip.

Related reading: AI Is a Threat to Your Job. But a Bigger Threat to Your Promotion. and The Corporate Deal Is Dead. The Self-Authored Career Is What Replaces It.

Dr. Deepak Bhootra spent 34 years in leadership roles and 14 years as an ICF-certified coach, touching the lives of 1,500 people. Those learnings led him to found RISEUP@work, a career operating system that accompanies professionals throughout the full arc of their working lives, organized into three stages: Launch, Foundation, and Dividend. RISEUP@work is raising capital now, with a minimum investment of $100 to keep participation broad. Invest at wefunder.com/riseupatwork.

Your career is the largest asset you will ever own, and almost no one manages it like one.

Look at the number. Across a working life, a professional earns somewhere between one and ten million dollars, more than most homes, most portfolios, and most inheritances people will ever see. Yet the same person will spend a weekend researching a used car and not one deliberate hour on the thing that pays for the car, the home, and everything else.

I want to give that blind spot a name. Careeronomics. The idea that a career obeys the same laws as money, and that once you can see them, you can run it the way a careful investor runs capital.

Five laws matter most.

Law one: you are holding human capital, and it compounds

Economists call the skills, knowledge, and judgment you bring to work human capital, a concept developed over decades since Gary Becker first formalized it. It behaves like any other capital. You invest in it, it earns a return, and it wastes away if you neglect it.

The word that carries the weight is compounds. Skills built early do not sit there waiting. They compound on themselves because each capability you own makes the next one faster to acquire. A career works less like a salary you collect each month and more like a balance that grows or shrinks with what you keep putting into it.

Law two: the compounding window is front-loaded

Here is the finding that should change how you spend your 20s and 30s.

Roughly 76% of all the wage growth you will ever see arrives in the first ten years of your career (Deming, 2023). For the median worker, real earnings climb about 65% between ages 25 and 35, then only 15% across the next decade, and then they essentially stop (Ozkan, 2023).

Read that slowly. The curve is not a straight line; you can start climbing whenever you finally get serious. Most of the lift happens early and then flattens for good, which is why people who start lower rarely catch up. The gap opens in the exact years when real growth is still on the table (Guvenen and colleagues, 2022).

At RISEUP@work, we call that stretch the Launch Stage and the Foundation Stage, the first ten years of work. It is the highest-interest account you will ever be offered, and it opens only once.

Law three: the return comes from moving and matching

So where does that early growth come from? Not from sitting still and waiting to be noticed.

A young worker holds around seven employers in the first ten years, and the gains from changing jobs account for at least a third of all early-career wage growth (Topel and Ward, 1992). Moving is how the market reprices you once you have grown.

The rest is matching. Of two identical professionals at the same company, the one who lands a manager who moves them into work that fits earns about 13% more within seven years and is promoted far more often (Minni, 2026). Growth depends as much on the seat you are in as on what you know.

Law four: the biggest loss is often the one you cause yourself

Every asset carries risk, and in a career, the sharpest risk is usually the one you trigger yourself.

Here is a pattern I have watched for twenty years. A talented, ambitious person lands under a demanding, assertive manager who pushes hard, gives blunt feedback, and sets an unreasonably high bar. Nobody ever gave them the taxonomy to tell a genuinely toxic manager from one who is simply exacting and will make them far better, so they reach for the only word they have. Toxic. And they leave.

In my experience across more than a thousand such situations, around 80% of departures cost the person both pay and network, and recovery took years rather than months. They sold the asset at the worst possible moment, early, when the base was small and had barely begun to compound.

The research agrees in colder numbers. A single badly timed exit costs roughly two and a half years of earnings in present value and can leave someone about 20% poorer two decades later (Davis and von Wachter, 2011). Whether it becomes a shallow dip or a permanent setback usually turns on whether anyone helped them read the situation before they reacted. That reading is exactly what a coach, or a system built to provide one, exists to give.

Law five: the asset depreciates, and the rate just went up

Capital wears out, and skills are no exception. What made you valuable five years ago loses value as the work around it changes, and AI has accelerated that decay sharply.

That does not make investing pointless. It makes constant reinvestment the whole job. The people who hold their worth keep adding new capabilities faster than the old ones fade. Coast for a couple of years, and you are going backward even while you are still fully employed. I wrote more about that erosion and how to guard against it in the piece titled "On the Edge: No Model Can Hand You.”

The point of all this

Put the five laws together, and the strategy writes itself. Invest early, while the window is open. Grow the real skill underneath the title. Move when you have outgrown the price you are being paid. Steer into work that fits. Refuse the self-inflicted losses, above all, the reactive exit you take before you understand the manager in front of you. And never stop reinvesting, because the depreciation clock does not stop either.

Almost none of this is taught. We hand people resume tips for the single day they get hired, then leave them to manage a seven-figure asset with no strategy. That is the whole reason I built RISEUP@work. Your career is the one asset you carry across every job, every title, and every detour, and it deserves to be run like one.

So treat the first decade as what it really is. The opening years of the most valuable account you will ever hold. What you deposit now is what the rest of your working life gets to compound on.

Dr. Deepak Bhootra is the Founder and CEO of RISEUP@work. He spent three decades as a senior leader within Fortune 100 companies across four countries, earned a doctorate studying what drives professional satisfaction and commitment, and has spent 13 years as an ICF-certified coach across more than 1,500 coaching relationships. RISEUP@work turns that experience into a career progression platform built for the growth that begins after you are hired. It is live and welcoming early adopters at riseupatwork.com.

Ready to manage your career like the asset it is? Join RISEUP@work and start building.

I keep meeting professionals who cannot defend their own best work.

The deck appears polished, and the analysis is precise. The memo is more effective than anything produced three years prior. However, when a senior figure asks a probing question, there’s nothing beneath the surface. The model was created to look good; they delivered it, but the deeper understanding that normally develops during such work never developed.

Three decades in the corporate world. Fifteen years of coaching/mentoring, and this is the newest version of a very old problem. The work looks finished long before the person is ready to own it. I wrote once about the cleanest emails I had read in twenty years, and how the writing kept getting better while the person behind it did not always show up when the conversation turned specific. This is that one level deeper.

A good idea worth carrying forward

put words to part of this in a piece titled: Owning Outcomes in an AI World. Do read it.

His argument illustrates how accountability has shifted since the Industrial Revolution, which moved responsibility onto the factory floor where an inspector approved the cloth before shipping. Similarly, AI is revolutionizing knowledge work by automating analysis, yet it’s unclear who now reviews the AI-generated output. Unlike a witness in a court, a machine cannot stand trial. Human oversight remains essential because the contract still bears a human signature. Therefore, someone must review and confidently endorse the machine’s work, a skill that, as Chris points out, is increasingly rare compared to the ability to produce the work initially.

The idea is right, and it travels further than the office. Carry it into a whole career, and it changes how you should spend your first ten years of work.

What the evidence adds

The research is starting to catch up to the worry.

A survey of 666 adults found that heavier AI users scored lower on critical thinking, and the effect ran almost entirely through cognitive offloading, the quiet habit of handing the thinking to the tool rather than doing it beside the tool (Gerlich, 2025). The youngest group leaned on AI the most and scored the lowest, and that group is standing at the front door of their careers. A second study of 319 knowledge workers found that the more someone trusted the AI, the less they questioned what it handed back (Lee and colleagues, 2025).

So the tool is most tempting at the exact moment when a person has the least experience with it. That is when the damage compounds instead of showing up.

Where a career is actually built

Here is where I take Chris’s idea somewhere he did not. The ability to stand behind your work is not a switch you flip once you reach a senior role. It was built years earlier through a specific mechanism, and AI is quietly interfering with that mechanism.

The mechanism is apprenticeship. Matthew Beane studied surgical trainees learning robotic surgery and found that better technology pushed trainees out of the actual doing, so the hands-on struggle that used to build skill simply did not happen, and only a minority reached real competence (Beane, 2019). Different technology, same shape as AI at a desk. When the tool does the hard part, the learning that used to live inside it goes missing.

And the hard part is where judgment forms. One researcher studying the broken rungs of the career ladder put it cleanly. Judgment is the product of thousands of supervised decisions accumulated over years of practice, forged in real-time experience that is rarely written down (Zhang, 2026). You cannot download that. You earn it by making calls, being wrong, getting corrected, and doing it again, early and often.

Skip that stretch, and the failure is not abstract. In preregistered experiments with more than 1,300 people, when the AI was wrong, the humans following it dropped below the accuracy they had shown with no help at all. The researchers named it cognitive surrender (Shaw and Nave, 2026). A person who never built the judgment cannot catch the machine on the day it fails, and the machine will fail.

At RISEUP@work we call this window the Launch Stage, from Year minus 4 to Year plus 2, and the Foundation Stage, from Year plus 2 to Year plus 10. It is the first decade of your working life, and it is when the residue of judgment forms or it quietly does not.

The market is already pricing this

None of this is a reason to avoid AI, and the job market is making that clear.

PwC studied more than a billion job ads and found that entry roles most exposed to AI are now seven times more likely to demand skills that used to be reserved for senior people, and the new tasks appearing in those roles are far more likely to call for judgment, creativity, and the ability to weigh a messy situation (PwC, 2026). The lower rungs are being lifted higher. The people who get a foot in the door are the ones who can already do the judging, not just the producing.

How to use AI without losing your edge

So, what’s on your Monday agenda? Four disciplines, none requiring you to close the tool.

1. Do the first pass of the thinking yourself, even a rough one.

Write the ugly version of the analysis before you open the model, so that when the polished version comes back you have something of your own to hold it against. The sequence is the whole trick. When the thinking comes first and the drafting second, the judgment stays in your hands even after the typing leaves them.

2. Run a defend test before you send anything.

Find the one decision inside the work that you cannot yet explain out loud, and close that gap. Ask what the model assumed. Ask where it could be wrong. Ask what you would say if the sharpest person in the room pushed on that exact line. If you have no answer, you are holding the cloth without being able to stamp it.

3. Keep a short record of the calls you make and why you made them.

Two lines after any real decision. What you chose, and what tipped you. A scatter of choices becomes a track record you can learn from, and that record is the raw material judgment is built out of. It is also, not by accident, what a good career journal is for.

4. Watch your own signature.

On every task, notice whether you are still doing the thinking or the tool has taken it over while you sit and approve. The professionals who stay sharp always know, task by task, which of those two is happening to them. That awareness is the edge. Everything else is technique.

The part that stays yours

Step back, and the through-line is hard to miss. Your role is rentable. The title can be reassigned tomorrow, and the tasks inside it are the first things a capable model absorbs. What does not transfer to anyone else is the judgment you built while doing the work.

The career is the asset. AI just raised the price of the one part of you that can own an outcome.

That is what RISEUP@work is built to protect. The diagnostics make you reflect before you decide, rather than after. The milestones force a real call each quarter rather than one more deliverable. A coach stays in the loop, which is what keeps the tool sharpening your thinking instead of standing in for it. It is the same thread I followed in the piece on running your career as a journey rather than chasing a finish line, because judgment, much like purpose, is something you grow into by living it.

Chris was right that someone still has to sign off on the work. The quieter truth is that the someone who can actually do it is built over time, and the building happens early. Spend your first decade becoming the person whose name means something on the page. That is the edge no model can hand you, and it is the one worth having.

Dr. Deepak Bhootra is the Founder and CEO of RISEUP@work. He spent three decades as a senior leader within Fortune 100 companies across four countries, earned a doctorate studying what drives professional satisfaction and commitment, and has spent 15 years as an ICF-certified coach across more than 1,500 coaching relationships. RISEUP@work turns that experience into a career progression platform built for the growth that begins after you are hired. It is live and welcoming early adopters at riseupatwork.com.

Ready to build the edge no model can hand you? Join RISEUP@work and start building.

Two professionals come to me with the same ache, though on paper they look like opposites.

The first spent ten years chasing one target (like the title, the company, the number)-reached it, and cannot understand why the good feeling drained away within weeks.

The second never found their one true calling and carries a quiet shame that they have somehow failed in their career.

Different stories, same wound underneath. Both were taught that purpose is a place you arrive at, and a career built to arrive somewhere will break on you whether you reach it or not. The fix is not a better destination. It is a different way of running the whole career.

The Three Ways We Define Purpose at Work

Amy Wrzesniewski and her colleagues found that people hold one of three views of their work. Some see it as a job, a way to pay for the rest of life. Some see it as a career, a ladder of promotions and standing. And some see it as a calling, work that is part of who they are. People who feel their work is a calling report the greatest satisfaction with their jobs and lives.

Take a moment to consider how most people see their calling. It’s often where careers quietly stumble. Many imagine it as the one big thing they were meant to do, something they need to find. Others tie it to a specific goal: becoming CEO, building a company, winning an award. Some set it as a singular mission by which they will be judged throughout their working lives. But these ideas turn purpose into a finish line or a destination, something to reach someday. That outlook, more than any particular goal, is what holds people back, because defining your calling as a final destination makes it feel like a never-ending race. Something you can’t win if you miss it or if you finally achieve it.

Why a Destination Runs Out of Fuel

Tie your meaning to an outcome, and the evidence turns uncomfortable. Tim Kasser and Richard Ryan found that people who build their working lives around money, image, and status report lower well-being than people who aim at growth, contribution, and getting good at the work. Many of the prizes we are taught to chase are the ones that leave us empty once we hold them. And the wins we do land do not last. Philip Brickman and his colleagues, in one of the most-cited studies in psychology, compared big lottery winners with ordinary people and found that the winners were not meaningfully happier. We get used to our promotions and titles far faster than we expect, and the high point that was supposed to complete us settles back to normal within weeks.

There is one more trap hidden inside the phrase “find your calling.” Paul O’Keefe, Carol Dweck, and Gregory Walton found that people who believe an interest is something you locate, fix, and wait for give up sooner when the work gets hard, because the struggle feels like proof they chose wrong. People who believe interest is something you grow keep going. So hunting for your purpose as a fixed thing to be found is itself one reason people quit the road early.

The Reframe the Career Research Already Made

Here is the shift, and it is not a nice thought to tape to a wall. It comes straight from career studies. Ryan Duffy and his colleagues looked at people who felt they had a calling and asked a sharper question than whether they had one. They asked whether these people were actually living it, week to week. Simply having the calling predicted very little. Living it was what carried the link to job satisfaction. They titled a companion paper as plainly as the finding deserves: when it comes to a calling and a satisfying life, it is not about having it; it is about living it.

Read that as a career instruction. The journey is the purpose. A destination is only a way to measure that the journey was worth taking, a marker that tells you the direction was right. So the real question is not whether I arrived, but whether I am still walking the line I chose. If you spent your years doing work that stretched you, served people, and pointed toward something true, then even without the exact title you named, you did not fail in your purpose. You delivered on it.

A Framework for Running Your Career as a Journey

None of this is permission to drift. It is a better way to steer, and it has a shape. Douglas Hall spent decades studying the people who do well over the course of a long career, and he found they run what he calls a protean career, one steered by two things they own rather than by a title someone hands them: their own direction and their own values. That is the backbone. Four moves put it to work.

• Set the north star, not the finish line. Name the direction your work should serve and the values it must honor, then let that compass, not one job title, choose your next step. A compass keeps working even after a single destination is reached or lost, which is exactly why Hall found that values-led, self-directed careers last.

• Score by milestones, not by a someday verdict. Each quarter, ask whether you moved along the line, built a skill, served someone, earned a relationship. When you reach a destination, treat it as a checkpoint that confirms the direction, then pick the next step from there.

• Live the calling, do not just hold it. A calling you carry but never act on does nothing for you. So turn purpose into this week’s work. Look at the last five days and ask what you actually did that expressed the direction you claim. If the answer is nothing, you are only holding the calling, not living it.

• Read difficulty as the road, not a wrong turn. When the work gets hard, that is not a sign you chose the wrong path. It is usually a sign you are on something real, and the people who treat interest as something to grow are the ones who stay long enough to get good.

Why This Is the Whole Idea Behind RISEUP@work

This is why we built RISEUP@work around the journey and its milestones rather than a single finish line. A career run as a practice, a north star plus honest milestones plus the next real step you actually live, is what the protean and calling studies show grows into both stronger performance and a more satisfying working life. RISEUP exists to give a professional that system: the direction, the diagnostics to check whether this quarter truly moved the line, and the community and mentorship that keep you living the work instead of only naming it.

Stop questioning whether you’ve found your purpose, as if it’s a hidden object with your name on it. Instead, ask yourself if you’re truly living it. Guide your career toward something that serves and resonates with you, take honest next steps, and trust the milestones to show you’re on the right path. Keep moving forward on this journey, and you’re already living the purpose you seek.

About the author: Dr. Deepak Bhootra is the Founder and CEO of RISEUP@work. He spent three decades as a senior leader within Fortune 100 companies across four countries, earned a doctorate studying what truly drives professional satisfaction and commitment, and has spent 13 years as an ICF-certified coach in more than 1,500 coaching relationships. RISEUP@work turns that experience into a career progression platform, built for the growth that begins after you are hired. It is live and welcoming early adopters at riseupatwork.com.

Ready to run your career as a journey instead of a chase? Join RISEUP@work and start building.

Let me start with something I have watched happen too many times. A capable professional gets handed a Performance Improvement Plan, a PIP, and is genuinely stunned. For anyone who has never seen one, a PIP is a formal notice from your employer that says your work has slipped below the bar, here is exactly what must change, and here is the deadline. Miss it, and your job is usually on the line. It feels sudden. It lands like an ambush. But in twenty years of coaching, I have almost never seen a PIP that was truly a surprise to anyone except the person holding it.

A PIP Is a Receipt, Not a Beginning

The part that hurts when you see it is that the PIP isn’t where the issue began; it’s where the problem was finally documented.

For months, sometimes longer, the signals were already there. They just did not arrive as a document. They arrived as a manager saying your prep felt thin on that call. As a “great, now here is the next thing” with no warmth behind it. As a half-sentence at the end of a one-on-one about following up faster. Small stuff. Nobody circled it in red. Nobody said the word “risk,” making it easy to file all of it under noise and keep moving.

That is the trap. And a big one. A comment you do not act on does not disappear. It waits, and it quietly compounds. One missed signal is a bad day. A year of missed signals is a pattern, and eventually someone has to write the pattern down, because that is what the company requires before they let you go.

When I sit with someone on a PIP, and we walk backward through the year, the same thing happens every time. They go quiet, because they can suddenly hear all of it. The feedback was never missing. It was just easy to survive in the moment and forget by lunch. The PIP is simply the receipt for those moments, handed back with a signature line and a clock.

What the Research Actually Says About Feedback

If this were only my opinion from the coaching room, I would hold it lightly. It is not. The research is blunt about how badly feedback usually goes.

A landmark meta-analysis published in Psychological Bulletin, which pooled hundreds of feedback studies, led to a headline finding that surprised me. In more than a third of cases, feedback did not improve performance at all. It made performance worse (Kluger & DeNisi, 1996). Read that twice. Feedback, the thing every development plan is built on, backfires a third of the time.

Their explanation is the useful part, and it maps exactly onto what puts people on a PIP. Feedback helps when it keeps your attention on the task. It hurts when it pushes your attention onto the self, onto your ego, your worth, your standing. The moment a comment stops feeling like “here is what the work needs” and starts feeling like “here is what is wrong with you,” your brain stops learning and starts defending. That is not weakness. It is wiring. And it is precisely why so much honest feedback bounces off the person who needed it most.

Now stack on a second finding. The researcher Tasha Eurich found that about 95% of people believe they are self-aware, while only 10 to 15% actually are (Forbes, on Eurich’s research). So, many of us are walking around with a blind spot we cannot see, receiving signals about that blind spot, and quietly filing them under noise. The PIP is often just the moment the blind spot gets too expensive to ignore.

The Real Skill Is Letting a Hard Sentence Land

So the thing that saves careers is not more talent. It is the ability to take a hard sentence, keep it pointed at the task instead of your worth, and act on it. The good news is that this is a trainable skill, and the research backs that too. Studies of salespeople have found that coachability, the willingness to seek feedback and actually change behavior, predicts performance, and that a manager’s coaching only works on the people open enough to be coached (Shannahan, Shannahan & Bush, 2013). The coaching is not the variable. Your ability to receive it is.

Here is what I actually work on with people, whether they are climbing out of a PIP or making sure they never see one:

• When it stings, buy yourself one sentence. Say “tell me more,” not “yes, but.” That pause is the whole difference between defending and learning.

• Move the feedback off yourself and onto the work. Silently rename it. Not “I am bad at this,” but “the work needs this.” That single reframe is what the research says protects your performance.

• Make it specific. Do not accept the theme; ask for the exact example. The precise deal, the precise project, the precise moment. Vague feedback is easy to dodge, and dodging is what got you here.

• Pick one thing and change it where people can see it. Every week. Boringly. Feedback only becomes growth when someone else can watch the difference.

• Close the loop out loud. “You told me this, here is what I did.” That one habit rebuilds trust faster than any apology.

None of that needs more ability. It needs you to stop treating feedback as an attack to survive and start treating it as information you can use.

Before It Becomes a Document

Here’s what I want you to take from this: the professionals who hesitate aren’t usually the ones lacking skill. They’re the ones who can’t quite let a tough truth settle in long enough to do something about it. That small habit of fearing something uncomfortable and changing because of it is what silently guards their entire career.

So if you read this and something itched, pay attention to the itch. It is probably a piece of feedback you have been filing under noise. Go find it, and act on it, while it is still just a conversation, and not yet a document with your name and a deadline on it.

Come Build This With Us

This is exactly why we built RISEUP@work. The old deal, where the company quietly developed you, is fading. We help professionals build the judgment, habits, and self-awareness that keep them growing no matter who is or is not coaching them. Join us as an early adopter at riseupatwork.com.

About the author: Dr. Deepak Bhootra is the Founder and CEO of RISEUP@work. He spent three decades as a senior leader inside Fortune 100 companies across four countries, earned a doctorate studying what really drives professional satisfaction and commitment, and has spent thirteen years as an ICF-certified coach across more than 1,500 coaching relationships. RISEUP@work turns that experience into a career progression platform, built for the growth that begins after you are hired.

Notes is a new space on Substack for us to share links, short posts, quotes, photos, and more. I plan to use it for things that don’t fit in the newsletter, like work-in-progress or quick updates or insights.

Go to Notes

How to join

Head to substack.com/notes or find the “Notes” tab in the Substack app. As a subscriber to RISEUP@work, you’ll automatically see my notes. Feel free to like, reply, or share them around!

You can also share notes of your own. I hope this becomes a space where every reader of RISEUP@work can share thoughts, ideas, and interesting quotes from the things we're reading on Substack and beyond.

Why Substack Notes

Fellow writers and readers are spending time in Notes for a variety of reasons.

Ted Gioia sees Notes as a forum for dialogue.

The idea behind Notes is simple. Millions of people now participate in Substack as writers and readers—but much of this is built on long articles and essays. We now have a forum for dialoguing and sharing shorter posts.

Chris Ryan is drawn to Substack as an alternative for legacy social media.

One of my main reasons for joining Substack was to wean myself off exploitative social media platforms. I’m hoping this is going to help move us along on that journey!

Sherman Alexie wants to create a kind and creative new space in Notes.

I’m going to focus on being positive, with my own thoughts and photos and by linking to songs, stories, poems from around the web and from other Substacks.

If you encounter any issues, you can always refer to the Notes FAQ for assistance. Looking forward to seeing you there!

Go to Notes

Let me start with a sentence I have heard, in one form or another, more times than I can count.

“I became a lawyer because I did not want to go to medical school.”

Wow, just read that and ruminate on it for a bit. A person spent years and a small fortune becoming something, and the real reason was not a pull toward the law. It was a push away from a path someone else had laid out. The decision was not made toward anything. It was made against something. And that person is now three promotions deep into a life they chose by elimination, quietly wondering why the success feels borrowed.

I am not telling you this to be clever. I am telling you because I think it is the most common and least examined fact about working life. Most people did not choose their work. They inherited it, absorbed it, or backed into it, and then spent years decorating the decision to make it look deliberate.

So here is the uncomfortable idea I want to hand you. You are probably not the author of your career. You are its narrator. You are reading out loud, with real conviction, a script that a committee wrote for you. And you never elected that committee.

The committee you never voted for

Think about who actually sits on it.

There is a parent, or two, whose idea of a respectable life you absorbed before you were old enough to question it. There is the culture you grew up in, quietly ranking some paths as impressive and others as embarrassing. There is a peer group whose choices set the invisible baseline for what a normal next step looks like. There is a version of you at nineteen who picked a major in a hurry, for reasons that made sense that week and have been running the show ever since. And there is fear, the quietest and most powerful member of all, the one that never argues. It just removes options from the table before you notice they were ever there.

None of these voices are evil. Most of them love you. That is exactly what makes them so hard to separate from your own voice. When a decision arrives wrapped in love and common sense, you do not interrogate it. You obey it, and then you call the obedience a choice.

Whose voice was really in the room the last time you made a big career decision?

Why a promotion does not fix this

Here is what almost nobody tells you. If the committee chose your direction, then climbing does not set you free. It just gives the committee a bigger office.

You get the title, the raise, the part of the building with better light, and somewhere around the second month you notice that the low hum of wrongness came up the stairs with you. Most people read that feeling as a sign they need the next rung. Often it is the opposite. It is a sign they have been climbing a ladder that was never theirs, only faster, and all that speed did was deliver them to the wrong place sooner.

This is why so many capable, successful people are quietly restless. It is not that the work is bad. It is that they never chose it, and no amount of winning at someone else’s game will ever feel like winning at your own.

The passion trap, which is not the escape either

The usual rescue at this point is the oldest advice in the building. Follow your passion. Do what you love. I want to be careful here, because that advice is half right and quietly dangerous.

It is dangerous for two reasons. The first is that most people honestly do not know what they love, so telling them to go find it sends them chasing a feeling that may not show up on schedule. The second reason is the one nobody says out loud. Even your passion might belong to the committee. You can inherit a love the same way you inherit a fear. The thing you believe you are burning for may simply be the thing you were praised for at fifteen, and you have been chasing that applause quietly ever since.

So the real question is not what do I love. That one is too easy to answer with a borrowed answer. The harder and better question is this. What here is actually mine.

The authorship audit

This is the part I want you to actually do, not just nod at. It takes about twenty minutes and a sheet of paper, and it will tell you more than any personality test you will ever sit.

Write down the three biggest decisions of your career so far. The degree, the first job, the big switch, the move, the thing you said yes to, the thing you turned down. Then, beside each one, do not write whether it was good or bad. Write the name of who actually made it.

Be honest, because this is for you and no one else. For each decision, ask yourself:

• Was this a move toward something I wanted, or away from something I feared?

• If a person cast this vote for me, name them. A parent, a mentor, a partner, a whole culture.

• If it was fear, name the fear plainly. Looking foolish. Disappointing someone. Falling behind the people I quietly measure myself against.

• Would the me of today, knowing what I now know, cast that same vote again?

When people do this with me, something shifts in the room. They stop seeing their career as a straight line they walked and start seeing it as a series of votes, most of which they never cast. That is not a comfortable realization. It is a freeing one, because a decision you can finally see is a decision you can finally change.

The story only makes sense looking backward

There is a comforting lie in career advice that says if you just plan hard enough, you can see the whole staircase from the bottom. You cannot. Nobody can. The shape of a career only ever makes sense in the rear-view mirror.

Most people miss what that actually means. If the meaning is only visible looking backward, then the most valuable career skill is not planning. It is reviewing. It is the willingness to look back honestly at the decisions you have already made, notice the pattern, name the voices, and let that awareness change the very next call. You cannot write the whole book in advance. You can absolutely pick up the pen for the next sentence.

That is what career progression really is. Not altitude. Authorship.

Taking the pen back

I am not going to tell you to quit anything. The dramatic exit is usually just the committee making one last decision for you, this time out of frustration. Taking the pen back is far quieter than that.

It looks like making the next decision, even a small one, in your own voice, on purpose. It looks like being able to say why you are doing what you are doing without borrowing a single reason from anyone else. It looks like catching an inherited fear in the act, as it reaches to clear an option off your table, and gently putting that option back. Awareness first. Only then improvement, because getting excellent at the wrong thing is just an efficient way to travel further from yourself.

This is the real reason we built RISEUP@work, so I will admit I have skin in it. Most career tools are designed to help you climb faster. We are far more interested in helping you find out whose ladder you are on before you give it another decade. Our diagnostics exist to surface the script, show you the committee, and hand you back the pen. The career is yours. It is time the decisions were too.

If you reread your own career as a story, whose handwriting is it in, and are you ready to write the next chapter yourself?

About the author: Dr. Deepak Bhootra is the Founder and CEO of RISEUP@work. He spent three decades as a senior leader inside Fortune 100 companies across four countries, earned a doctorate studying what really drives professional satisfaction and commitment, and has spent thirteen years as an ICF-certified coach across more than 1,500 coaching relationships. RISEUP@work turns that experience into a career progression platform, built for the growth that begins after you are hired. It is live and welcoming early adopters at riseupatwork.com.

Subscribe for more like this: https://riseupatwork.substack.com/subscribe

Years ago, long before any of us had an AI on our desk, a young analyst handed me the cleanest deck I had seen in months. Beautiful work. Every chart in place, every number squared off. He had pulled it together with help, a senior’s old model here, a borrowed template there. Nothing wrong with that.

Then I asked him one small question. Why this number, I said, and not the other one.

He froze. Not because he was slow. He was sharp. He froze because he had never actually decided anything. He had assembled. He had not chosen. Back then, that freeze raised eyebrows. We had a name for someone who could produce the work but not defend it, and it was not a kind one.

Here is the part that has kept me up.

That exact gap is everywhere today, except we have given it a far more flattering name. We call it AI-enhanced. AI-infused. The very behavior that once got you quietly flagged, handing over something polished you cannot actually explain, now gets you praised, because the tool doing the assembling is dazzling and new. See where I am going? The judgment gap is not new. AI did not invent it. It just gave it a respectable disguise and handed it to everyone at once.

I did not have the words for this back then. This week, someone gave them to me.

I read a piece written for engineers, of all people, and could not stop reading it as a piece about careers. That is how I know I found my next one. This is a Restack on Steroids, my habit of taking Substack writing that moves me and carrying it somewhere it was never aimed, almost always career progression. The source is ’s The Moat Was Never the Code. Her line, the one I cannot put down, is this.

The engineers who took AI the hardest are the ones who confused what they did with who they were. The moat was never the code. The moat was the judgment underneath it.

Read that again. Slowly. Because I think it explains the next ten years of your working life, and my young analyst was just the early warning.

When you quietly become the thing you produce

Here is what I have watched for thirty years.

Your surface skill, the deck, the code, the report, becomes what you are known for. It is what people see and pay you for. And so, without deciding to, you start to believe the skill is you. For a long time, that costs nothing. It even feels good.

Then a machine arrives that makes the deck in nine seconds, and your stomach drops, because if you are the deck, and the deck is now free, then what are you? That was my analyst, years earlier. He had made the artifact his identity and skipped the judgment underneath, the part where you actually decide. Nobody told him that was the job. They praised the charts.

AI did not delete judgment. It turned a spotlight on it.

This is the part of Aarti’s piece that made me put my coffee down. AI did not remove the judgment layer of work. It stripped away everything around it and left judgment standing there, exposed, as basically the whole job.

• Knowing which problems deserve solving.

• Knowing which shortcuts become tomorrow’s disaster.

• Knowing when to build and when to just buy.

• Knowing what “done” really means once it meets the real world.

None of that comes from a prompt, and the market has noticed. In the World Economic Forum’s Future of Jobs Report 2025, the most valued skill employers named was analytical thinking, above every specific tool.

Stay with me here, because this next one is the deepest.

The rarest thing is knowing which problem to solve

Back in the sixties, two psychologists, Getzels and Csikszentmihalyi, watched art students work and found that the ones who spent longer sitting in the discomfort of the problem before they began produced the more original work. The kicker: they were the ones still succeeding as artists years later (MIT Press Reader). Not the fastest solvers. The best problem finders. Now hold that next to the machine on your desk.

AI is a magnificent problem solver and a hopeless problem finder.

It will answer any question you bring it and never tell you that you brought the wrong one. Choosing the real problem is judgment. It is rare, and it stays yours entirely to build.

Why I am really writing this for someone just starting out

Aarti’s other half is about executives. A leader with twenty years behind her finds her judgment transfers almost straight across to AI decisions. The big spend, the read on a hire, the gut on a vendor. Only the label changed.

That is freeing and a little painful at once if you are twenty-three, because that transferable judgment is exactly what you do not have yet. The good news, and the reason I bothered writing this, is that it is buildable, on purpose. Anders Ericsson spent his career proving something plain. Expertise is earned the slow way, through effortful hours nobody enjoys while they are inside them (Ericsson, on deliberate practice). The hours you most want to skip are the ones where the judgment is made. And AI has politely offered to take those hours off your hands. Do not hand over all of them.

So what do you actually do with this:

• Chase the judgment, not the output. Let AI make the artifact, then spend the time it saved you on the real question: why this one, and is it right?

• Find the problem before you solve it. Ask whether it is even the right question. That instinct is rare, and it grows every time you use it.

• Do the hard hours AI offers to do for you. The struggle is not in the way of the work. It is where the judgment gets built.

• Stop letting the task be your identity. The task is rentable. The judgment underneath is the one thing nobody can automate out from under you.

The thing underneath

This is the whole reason RISEUP@work exists, so I will admit I have skin in it. Your career is the one asset you carry across every job and every new tool, and its value in an AI world is your judgment, not the surface skill the whole market can now generate. Whether you are building judgment or just producing output is exactly what our diagnostics read.

I still think about that analyst. He had talent. What he lacked was anyone telling him the deck was never the point. The deciding was. You get to learn that now, before the surface hardens into who you think you are. Build on the thing underneath. It was always the moat.

Thank you, Aarti, for a piece worth sitting with.

Read the piece

Aarti Anand’s original is worth your time. Here it is.

Aarti Anand

The moat was never the code!

I started writing software in 2000…

Read more

2 months ago · 2 likes · Aarti Anand

About the author: Dr. Deepak Bhootra is the Founder and CEO of RISEUP@work. He spent three decades as a senior leader inside Fortune 100 companies across four countries, earned a doctorate studying what really drives professional satisfaction and commitment, and has spent thirteen years as an ICF-certified coach across more than 1,500 coaching relationships. RISEUP@work turns that experience into a career progression platform, built for the growth that begins after you are hired. It is live and welcoming early adopters at riseupatwork.com.

Subscribe for more like this: https://riseupatwork.substack.com/subscribe

I spend my days worrying about people walking into the workforce right now. This week I sat in on a conversation that never once mentioned careers, and all I did was listen carefully for parallels to the work I do at RISEUP@work. There were more than I expected.

This is a Restack on Steroids, which is how I take someone else’s thinking and carry it somewhere new, here into career progression. The source is a Cash & Cache Live conversation between , , and (a McKinsey partner who advises banks and insurers on enterprise AI and writes HumAnIzing on Substack)

Neha highlighted a distinction that I’ve been reflecting on. She explained that enterprises often conflate adoption with absorption. Adoption refers to a manager monitoring how frequently you access a tool, whereas absorption occurs when you genuinely incorporate it into your routine, indicating a change in habit. In this stage, success is measured by what you produce, not just login frequency. “It’s not about adoption,” she emphasized. “It’s really about absorption, and absorption happens when habits change.”

She was talking about billion-dollar institutions. She could just as easily have been talking about a 23-year-old on their first team.

Here is the uncomfortable parallel. Your career is an enterprise, and it is making the very mistake Neha is warning her clients about. You have adopted AI. You can prompt your way to a polished deck, a clean analysis, a confident answer, on day one. What you have almost certainly not done yet is absorb it, and the gap between those two is where careers will quietly be won or lost over the next decade.

Absorption is the thing you cannot fake

Adoption you can perform. Absorption you have to earn, and the research is starting to show how easily the earning gets skipped. A Microsoft and Carnegie Mellon study of knowledge workers found that the more people trusted the tool, the less critical thinking they engaged in, and that handing routine work to a machine strips away the everyday reps that used to build judgment (Microsoft Research, CHI 2025). MIT put caps on people’s heads while they wrote with an AI assistant and recorded the weakest brain engagement of any group, which they named cognitive debt (MIT Media Lab). And a 2025 study in the journal Societies found the link between heavy AI use and weaker critical thinking ran deepest among the youngest people studied (Gerlich, Societies 2025). Put those next to Neha’s warning, and it sharpens into something personal. The people most able to adopt AI without absorbing it are the ones earliest in their careers.

Set the direction. Let AI change the flight.

Neha’s next idea was about strategy, and it travels straight into a career. A strategy that changes just because the underlying technology changed, she said, was never a strategy. The direction is London to New York. AI simply gives you a faster flight. Carve that line in the sand, and different routes and speeds are fine, but the destination holds.

Few early in their careers maintain this discipline. Your chosen direction reflects what you aim to master and the judgment you want to develop. AI accelerates your progress toward your goal but doesn’t determine its destination. The mistake is relying on the tool to choose your path, pursuing what seems easiest each quarter, resulting in rapid but aimless progress over a year. Define your core before leveraging AI to speed your advancement.

The mental exercise you skip

Her headline, the one she repeated, was that we overestimate what AI does in twelve months and underestimate what it does in ten years. Cloud took fifteen years to absorb, she reminded them, and plenty of enterprises still have not finished. Your judgment compounds on that same slow curve.

The reps you skip this year do not show up as a bad review. They show up in Year +10 as an absence, the expertise you were supposed to have built and did not. This is not a hunch. Anders Ericsson spent a career showing that expert performance is built through deliberate practice, the effortful reps most people would rather avoid (Ericsson, on deliberate practice). AI is extraordinarily good at removing exactly those reps. Convenient today. Expensive later, with interest.

Context is the moat, so build yours on purpose

The most strategic thing Neha said was about moats, using TSMC as an example. What makes the company defensible is not the factory; it is the context around it, the supply chain, and the accumulated know-how that nobody can quickly copy. If data can be shared and the tools are available to everyone, she asked, what is actually left to protect? Context.

The same is true of you. Your moat is never the output AI can generate for anyone with a login. It is the context only you accumulate: how your clients actually behave, why a number feels wrong before you can prove it, what happened the last three times someone tried this. She told her clients to keep an A-team in the loop with every vendor and to decide at each step what is shareable and what is not. Do that with yourself. Outsource the typing and gatekeep the thinking, because the thinking is the only part that stays yours.

Nobody has defined “high-value work”

Her most honest moment was an admission. She pointed out that while everyone claims AI will free humans to focus on high-value tasks, nobody clearly defines what those tasks are. Although judgments on taste and value are often discussed, an average person with an average IQ isn’t expected to have exceptional judgment, so what does that advice actually mean for them? She correctly notes that the definition is vague, and for someone just starting their career, this ambiguity becomes their entire goal. Instead of waiting for a job description, you define your role and judgment before anyone can specify it. Those who intentionally shape it are the ones who stop being average. Neha also cautioned companies against telling employees to automate themselves out of jobs, because no one willingly destroys their own value. The personal version of this risk may be even quieter but more dangerous: Don’t let AI automate away the crucial struggles that shape and build you.

She is right that it is undefined, and for someone early in their career, that undefined space is the entire assignment. You do not wait for a job description for judgment. You build it before anyone can write one, and the people who build it deliberately are precisely the ones who stop being average. Neha also warned companies never to tell staff to automate themselves out of a job, because no one destroys their own value on command. The individual version is quieter and more dangerous. Do not let AI automate away the formative struggle that was going to build you.

Absorb, do not just adopt

So, what does building absorption, rather than adoption, look like this year? Three habits carry most of it:

• Use AI to execute, and keep the thinking for yourself. A deliverable you cannot defend is adoption wearing absorption’s clothes.

• Do the hard reps AI offers to skip. Especially the messy first steps of any process, because those are the ones you have to be able to trace when something breaks.

• Build context on purpose. Stay in the room and in the hard conversation long enough to accumulate the one asset that cannot be handed to anyone else.

This is the whole reason RISEUP@work exists. Your career is the one asset you carry across every job, every boss, and every tool cycle, and its value in an AI world is your absorbed judgment, not your ability to produce output the whole world can now produce. If you want an honest read on whether you are absorbing AI or merely adopting it, our short RISEUP AI-usage Diagnostic is built for exactly that, at maven.riseupatwork.com/rad.

Neha’s clients will spend the next decade learning that a tool you have installed is not a capability you have absorbed. You get to learn it now, at the very start, while the habit is still forming and the cost of fixing it is close to nothing. Adopt the tool. Absorb the judgment. Only one of them is your career.

Thank you, Neha, for a conversation worth sitting with.

Watch the full conversation

The whole discussion is worth your time. Here it is.

Cash & Cache

Your Enterprise Adopted AI. It Hasn’t Absorbed It Yet.

Neha Kabra has spent 18 years inside the rooms where AI deployment decisions get made. Nine years at McKinsey, before that at Standard Chartered as a corporate banker. She’s a partner in the London office working with banks, insurers, and private equity firms. On Substack, she writes…

Listen now

3 months ago · 27 likes · 9 comments · Raghav Mehra, Neha Kabra, and Ashwin Francis

About the author: Dr. Deepak Bhootra is the Founder and CEO of RISEUP@work. He spent three decades as a senior leader within Fortune 100 companies across four countries, earned a doctorate studying what truly drives professional satisfaction and commitment, and has spent 13 years as an ICF-certified coach in more than 1,500 coaching relationships. RISEUP@work turns that experience into a career progression platform, built for the growth that begins after you are hired. It is live and welcoming early adopters at riseupatwork.com.

Subscribe for more like this: https://riseupatwork.substack.com/subscribe

I once worked with a salesperson who could explain away his misses better than anyone I have ever met. His constant stream of excuses put the old “my dog ate my homework” to shame.

The leads were feeble, he’d tell me, the product lagged the competition, the territory was picked clean. The comp plan punished effort, marketing gave him nothing, the best accounts were always reserved for the favorites. Every quarter brought a fresh reason, always something external, delivered with a weary sigh, as if the universe itself had conspired to make him fall short one more time.

I came to think of it as a martyr’s cloak.

Woe is me. Why me.

The cloak is warm, and it is comfortable, and that is exactly the trap, because as long as it sits on your shoulders nothing is ever yours to fix. It also quietly guarantees you never will. He did not, and after enough sighing quarters he left for a competitor he was certain would finally give him a fair shot.

You already know how this ends. New logo, new leads, new territory, and by the second quarter, the same number and the same miss. He had carried the one thing actually holding him back straight through the front door of the new company. It was never in the CRM. It was in him, and it travels light.

I tell this through a salesperson because a quota drags the pattern into the light. There is a number on the wall, and you either hit it or you did not, so the excuse has nowhere to hide. But this was never really a sales problem. It is the engineer whose deadlines always slip because of another team, the manager whose best people always quit for reasons that are somehow never her, the founder whose market is forever the villain and never the product. Chronic blame may be the most common affliction in professional life, and its cruelest trick is that the people who have it worst are the most certain they do not have it at all.

The bias that makes the cloak feel like truth

Here is why blame can feel so much like clarity from the inside. Psychologists have a name for it: the self-serving bias, our well-documented habit of filing our wins under talent and our losses under circumstance (Simply Psychology). Land the big deal, and it was your instinct. Miss the quarter, and it was the leads. The bias is not out to hurt you. It is guarding your ego, and that is precisely what makes it so dangerous, because a defense mechanism doing its job feels identical to an honest reading of the facts.

Let that reflex run unchecked across a career, and it hardens into something researchers can actually measure. People with an external locus of control, who read their outcomes as the work of luck, circumstance, and other people, consistently report lower job satisfaction, weaker performance, and higher burnout than those with an internal locus, who believe their own actions move the needle. A large meta-analysis of the workplace evidence found exactly that pattern (Ng, Sorensen and Eby, Journal of Organizational Behavior, 2006). My salesperson was external locus in full bloom. Every lever that might have changed his results sat, in his telling, in somebody else’s hand.

The self-awareness he did not have

Under all that blame sat a blind spot he could not see around, and he is far from alone in that. The researcher Tasha Eurich found that about ninety-five percent of us believe we are self-aware, while only ten to fifteen percent genuinely are (Forbes, on Eurich’s research). He could hand you a forensic teardown of the product’s every flaw. He could not tell you that his discovery calls skated the surface, that he heard what he wanted to hear on every deal, that he ducked the hard qualifying questions because he did not want the answers, and that his technique had not meaningfully changed in three years. The problem was always out there, in plain view. It was never in here, where he would not look.

That was the real cost, because the fix had been sitting in front of him the whole time. The research on salespeople keeps pointing to coachability, the willingness to seek feedback, trust a coach, and actually change, as a genuine engine of performance. One study of outside salespeople found that a manager’s leadership lifted results almost entirely through the salesperson’s coachability, which is to say the coaching only worked on the people open enough to be coached (Shannahan, Shannahan and Bush, Journal of the Academy of Marketing Science, 2013). He was not one of them. Feedback hit the cloak and slid straight off. Every suggestion I offered came back with a reason it could not possibly work in his particular, uniquely unlucky situation.

Telling a real problem from a convenient one

None of this means the organization is never at fault. Sometimes the leads really are thin, and the plan really is broken, and part of genuine self-awareness is telling an honest structural problem apart from a personal one. But there is a tell, and it is unforgiving. When the same result follows you from one company to the next, the common denominator stopped being the company a while ago. It is you. That is not an accusation; it is the best news on offer, because you cannot rewrite a comp plan from your desk, but you can absolutely rebuild your discovery calls, your questions, your habits, and your appetite for a hard truth.

The questions that take the cloak off

Taking it off starts with the questions a blamer dodges for years. Sit with them honestly, and write the answers down, because the cloak is always thinner on paper than it is in your head. I run people through six.

• The repetition test. Am I carrying the same result from one company to the next, and if I am, what does that honestly tell me about the real common denominator?

• The removal test. If the thing I keep blaming were fixed tomorrow, what part of my own work would I suddenly have to face?

• The echo test. What feedback have I now heard more than once, from more than one person, and quietly waved away each time?

• The process test. If I name the single weakest part of my actual process, when did I last change it on purpose rather than wait for it to fix itself?

• The symmetry test. When a deal goes well, I credit my own skill, so when one dies, am I willing to look at that same skill with the same honesty?

• The fear test. What am I afraid I would find if I stopped blaming and started looking?

These questions sting, and the sting is the point. They are exactly what our diagnostics at RISEUP are built to surface, not to tell you the leads were fine, or the plan was fair, but to show you the part of the pattern with your own fingerprints on it, which is the only part you can actually change.

The one variable that travels

At RISEUP@work, we keep arriving at the same stubborn idea. Your career is the one asset you carry across every job, and the habits you refuse to examine are stowed in the very same suitcase.

Change the company, and you change the scenery. Change yourself, and you change the results, in this job, and the next one, and the one after that.

My old colleague, last I heard, is still explaining his numbers. Still certain the next org will be the fair one. Still warm inside the cloak. The tragedy was never that he kept missing. It is that the one thing he truly needed was the one thing he would not pick up: a mirror, and the nerve to believe what it showed him.

RISEUP@work is live and welcoming early adopters at riseupatwork.com. Subscribe for more like this: https://riseupatwork.substack.com/subscribe

There was a line from my conversation with Paula Quinsee that stayed with me longer than I expected.

“Your people are your business.”

It is the kind of sentence that sounds obvious until you place it next to how many organizations actually operate. We talk about productivity, performance, revenue, retention, engagement, utilization, and results. We build dashboards to measure what people produce, but we often underinvest in the relationships that make the production possible.

That gap becomes expensive.

You can have talented people and still have a weak team. You can have meetings all day and still have very little honest communication. You can have performance reviews and still have poor feedback. You can tell people to collaborate and still create a culture where they protect themselves from one another.

That is why I wanted Paula on RISEUP@work. As CEO of Engaged Humans and author of Embracing Conflict, she works in the space many leaders say matters but do not always practice well: relationship intelligence, conflict, trust, psychological safety, accountability, and well-being.

We will embed the full episode below because this is one of those conversations that deserves to be heard in context. But as I sat with it afterward, three themes felt especially important.

Paula Quinsee | LinkedIn

1. Relationship Intelligence Starts With the Person You Bring Into the Room

Paula’s phrase relationship intelligence is useful because it does not let us hide behind vague language like “soft skills.” There is nothing soft about a manager who can calm a tense room, give feedback without crushing someone, notice when a team member is shutting down, or hold a standard without turning the conversation into a threat.

Relationship intelligence begins with self-awareness. That sounds simple, but most difficult workplace moments move faster than our self-awareness does. Someone questions our decision, and we feel challenged. Someone misses a deadline, and we feel disrespected. Someone gives feedback, and we hear criticism even if they intended help. Before we know it, we are not responding to the situation. We are responding to the story we have built around it.

Paula connected this back to how people are formed. We are born into relationship, but few of us are deliberately taught how to be in relationship. We learn from parents, caregivers, school, culture, friendships, romantic relationships, early managers, and old disappointments. By the time we arrive at work, we have already built a playbook for conflict, trust, defensiveness, listening, silence, and repair.

The problem is that many of us do not know we are carrying that playbook.

This is where emotional intelligence research has been pointing for years. Daniel Goleman helped popularize emotional intelligence as a leadership capability, especially the importance of self-awareness, self-regulation, empathy, motivation, and social skill in effective leadership. The language may have become familiar, but the practice is still demanding. It is one thing to believe in self-awareness. It is another thing to notice your own reaction while your ego is trying to take the microphone.

I kept thinking about early-career professionals during this part of the conversation. We teach them how to prepare resumes, answer interview questions, and look confident in the hiring process. Then they enter the workplace and discover a much harder curriculum: how to read a room, how to ask for clarity, how to interpret silence, how to receive feedback, how to disagree without becoming defensive, and how to recover after a difficult conversation.

That is where RISEUP@work comes in for me. Career growth is not only about getting the opportunity. It is about developing the internal and relational capacity to handle the opportunity once you have it.

If you do not understand yourself under pressure, you will keep blaming the room for reactions you brought into it.

2. Conflict Is Not the Enemy. Avoidance Usually Does More Damage.

Paula said something that should be written into every leadership development program:

Conflict is growth trying to happen.

I like that line because it does not romanticize conflict. It does not pretend conflict is pleasant. Most people do not enjoy hard conversations. There is a reason we delay them, soften them, intellectualize them, or turn them into jokes until the issue becomes too large to ignore.

But conflict often carries information we need.

It may be telling us that expectations were unclear. It may be exposing a broken process, an unspoken resentment, a mismatch in values, or a decision that needed more challenge before the team rushed ahead. It may be showing a leader that the quiet person in the room is not disengaged, but tired of being interrupted. It may be showing an employee that feedback is not a personal attack, but an invitation to grow.

The trouble begins when the conflict becomes personal before the issue becomes clear.

Paula’s guidance was practical: pause, notice your own reactivity, separate the person from the problem, listen to understand, name the situation, name the impact, and agree on the next step. I know that sounds straightforward. In real workplace life, it is anything but.

I have made enough mistakes here to know. I can be direct. Sometimes too direct. Earlier in my leadership journey, I could move so quickly toward the answer that I left people behind in the conversation. I would hear the first part of a sentence and assume I knew the rest. One person who reported to me once helped me see the cost of that. He told me, in effect, that even if his idea would not work, he still needed to finish saying it. Otherwise, the next time I was about to make a mistake, he might not speak.

That landed.

It is a strange thing to realize that your speed can make other people less honest. Not because they do not care, but because they have learned the conversation is already over before they enter it.

That is why language matters so much. In the episode, we talked about the difference between asking, “Why did you do it this way?” and saying, “Help me understand how you got to this outcome.” The first may be factually reasonable, but it can land like an accusation. The second still asks for accountability, but it opens a better doorway.

Amy Edmondson’s research on psychological safety gives us a useful foundation here. Her work defined psychological safety as a shared belief that a team is safe for interpersonal risk-taking and connected it to learning behavior in teams. Google’s Project Aristotle later helped bring the same idea into mainstream business language by identifying psychological safety as a key dynamic in effective teams.

The point is not that every conversation should be gentle. The point is that truth needs somewhere to go. When teams cannot surface disagreement safely, the truth does not disappear. It goes underground. It becomes side conversations, resentment, delay, passive compliance, and mistakes that could have been prevented earlier.

RISEUP@work is not about creating tension-free workplaces. That would be dishonest. Work has pressure. People disagree. Leaders must make decisions. Teams will disappoint each other. The real work is learning how to turn friction into clarity before it turns into damage.

3. Psychological Safety, Accountability, and Well-Being Belong in the Same Conversation

One of the reasons I appreciated Paula’s perspective is that she did not present psychological safety as a workplace comfort blanket.

That matters because the term is often misunderstood. Some people hear psychological safety and imagine a culture where no one is challenged, everyone must agree, and difficult feedback is avoided. That is not what Paula was describing. She was talking about an environment where people can raise issues, ask questions, admit mistakes, challenge thinking, and hold each other accountable without humiliation or fear.

That distinction is important.

A psychologically safe workplace still has standards. It still has deadlines. It still requires performance. It still has consequences. What changes is the way human beings are treated while the work is being done.

Paula gave a line that captures the balance beautifully: empathy without accountability becomes avoidance, and accountability without empathy becomes fear.

I have seen both. The leader who is so careful not to upset anyone that the real issue never gets named. And the leader who is so focused on performance that the person disappears behind the metric. One culture becomes vague. The other becomes unsafe. Neither creates the kind of workplace where people can do their best work for very long.

This is also why Paula’s point about mental well-being matters. She said, plainly, that mental health is health. It should not require a campaign for us to understand that a person’s mental and emotional state affects focus, judgment, capacity, communication, and relationships. The World Health Organization’s guidance on mental health at work emphasizes organizational interventions, manager training, worker training, and support systems because mental health at work is shaped not only by the individual, but also by the conditions around them.

Leaders are not therapists, and they should not pretend to be. But they are close enough to notice patterns. The person who used to participate stops contributing. The camera stays off. The work becomes inconsistent. The tone changes. The energy drops. The old response might have been to push harder, ask for the recovery plan, and move straight to the gap. Sometimes that is necessary, but it should not be the only move.

A better leader notices the person before diagnosing the performance. That does not remove accountability. It makes accountability more accurate.

Paula described a flourishing workplace as one where people still face pressure, challenge, and stress, but have enough trust, support, meaning, and accountability to meet that pressure without losing themselves in the process. That definition sits very close to the heart of RISEUP@work.

We are not anti-ambition. We are not anti-performance. We are not pretending work will always feel balanced or easy. We are asking whether people can grow, deliver, disagree, recover, and remain human while doing the work.

That question matters because a business can keep functioning for a while even when the human system is unhealthy. The dashboard may still look acceptable. The quarter may still close. The project may still ship. But the cost eventually appears in the quality of conversations, the level of trust, the willingness to speak up, the speed of repair, the energy people bring to the work, and the decision talented people make when they quietly stop believing the environment is good for them.

The RISEUP@work Takeaway

This conversation with Paula Quinsee belongs at the center of what we are building with RISEUP@work.

Too much career advice focuses only on external movement: get the job, win the promotion, build the brand, negotiate the salary, climb the ladder. Those things matter, but they are incomplete if the person climbing becomes disconnected, reactive, burned out, or unable to build healthy relationships along the way.

Relationship intelligence gives us the first move: understand the human being you are bringing into the work. Conflict gives us the second: do not avoid the truth simply because it arrives with tension. Psychological safety gives us the third: build conditions where people can speak honestly, learn quickly, and still be held to meaningful standards.

That is the practice.

A way of speaking. A way of listening. A way of repairing. A way of leading with enough humanity that performance does not require people to disappear inside the machine.

Paula’s line still carries the episode for me. Your people are your business.

If we forget that, the business may run for a while, but it will run on borrowed trust. And borrowed trust always comes due.

Join us at: http://riseupatwork

Over the past few weeks, nearly two hundred people joined multiple sessions of a free lesson we ran on Maven, called Using AI Without Losing Your Edge at Work. We also asked each of them to complete a short questionnaire on how they actually use AI from day to day. Their answers, and one afternoon in a review room, are why I am writing this.

I have spent most of my working life in and around sales. Territory reviews, pipeline reviews, quota fights, the lot. I have sat in that chair more times than I can count, so understand that I am not easily surprised in it anymore.

Then a few weeks ago, I was.

We asked two sales managers to analyze their territory and walk us through it. One was running a territory for the first time. The other was on his second. Same brief, same data, same tools. And both of them, like almost everyone now, leaned on AI to build the analysis.

The decks came back. Both were good. Genuinely good. Clean, well structured, confident, full of the right numbers and the right language. On the slides, you could not tell the two apart. For a few minutes we thought we had two strong managers on our hands.

Then we started asking questions.

• How did you size the territory, and what drove that number?

• How does this year’s performance compare to last year, and why?

• Are there any overhang or shadow commitments sitting under the surface that we should know about before we trust these figures?

Ordinary questions. The ones any sales leader asks in their sleep.

Here is the part worth sitting with. The answers came. It was not that the first-time manager froze or had nothing to say. He answered. But the answers arrived thin. They sat right on the surface, and the moment we pushed one layer past what the AI had assembled, there was nothing underneath to stand on.

The second-time manager was different. Not slicker. Deeper. He had wrestled with his own numbers. He knew exactly why the territory was sized the way it was, where last year’s shortfall really came from, which commitments were soft and which were real. The AI had helped him build faster. The judgment underneath it was his, and he could defend it from any direction we came at him.

Same tools. One had used AI to do the work. The other had used it to skip the work. On the page, that gap was invisible. In the room, it was the entire story.

The artifact stopped being the proof

Here is what shifted for me that afternoon. For my whole career, a polished deliverable was proof of something. A tight territory analysis meant a capable person had done the grind, because the grind was the only way to produce it. That link is now broken. When anyone can generate an expert-looking artifact in minutes, the artifact tells you almost nothing about the person who handed it in.

So the test moved. From what you can produce to what you can defend. From the deck to the thinking behind it. And thinking does not fall out of a prompt. It comes from having done the hard reasoning yourself, enough times, that you can hold your ground when someone who knows the field starts pulling at it.

Which leaves an uncomfortable question hanging over that first-time manager, and over a whole generation walking into work right now. If you outsource the thinking from the very start, what happens to the judgment that was supposed to grow there.

The research is starting to say it out loud

For a while I treated this as a hunch from the review room. The research is beginning to say it is more than that.

Microsoft and Carnegie Mellon surveyed knowledge workers on how generative AI shapes their thinking. The more people trusted the tool, the less critical thinking they did. They named the trap precisely. Hand the routine work to a machine and you also strip away the everyday reps that used to build judgment, leaving people, in their words, atrophied and unprepared when the hard exceptions finally arrive (Microsoft Research, CHI 2025).

MIT went and measured it. They put EEG caps on people writing essays. The ones leaning on an AI assistant showed the weakest brain engagement of any group, ran up what the researchers called cognitive debt, and often could not even quote back what they had written minutes earlier (MIT Media Lab preprint). The work was there. The person had barely shown up.

And a 2025 study in the journal Societies found a real negative link between heavy AI use and critical thinking, driven by offloading the mental load onto the tool. The effect was strongest among the youngest people in the study (Gerlich, Societies 2025).

Put those three next to my two sales managers and the pattern is hard to unsee. The people most exposed to losing their judgment are the ones earliest in their careers, because they are handing away the thinking before they ever built it.

Why this hits the early years hardest

Judgment is not something you are taught. You earn it. And you earn it through exactly the moments AI now lets you skip.

You build it by sitting with a number that does not add up until it finally does. By taking a position on your territory, getting challenged on it, and either defending it or changing your mind. By getting a call wrong and feeling why it was wrong. By the uncomfortable review where a leader asks the one question you cannot answer, and you walk out sharper than you walked in. That friction is not in the way of the work. It is the work. It is where intuition quietly gets made.

When someone early in their career uses AI to route around all of that, the polished output hides the fact that none of the forming happened. And because it looks fine, nobody flags it. It does not show up as a bad review. It shows up years later, as a capable-looking manager who cannot defend their own plan, cannot feel when a number is off, and cannot handle the exception the machine was never trained for. The convenience was real. The bill just arrives late, with interest.

Using AI without losing your edge

None of this is a case against AI. Used well it is a serious multiplier, and refusing it is its own career mistake. The line is easy to say and hard to hold. Use AI to execute your work. Do not use it to do your thinking.

Let it draft, and make yourself the editor, because editing forces you to have a view. Let it speed up the parts you already understand. Do the hard thinking yourself on the parts you do not, because that struggle is the entire point. Stay in the loop on anything that matters, since you cannot challenge an answer in a field you never learned. And early on especially, stop dodging the hard conversations. Walk toward them. They are the reps that build the one thing AI cannot hand you.

This is exactly why we built our Maven lesson, Using AI Without Losing Your Edge at Work. The professionals who will stand out over the next few years are not the ones who produce the most. They are the ones who can still think, and defend it, when the machine goes quiet.

If you want an honest read on where your own habits sit, from healthy leverage to quiet over-reliance, take the RISEUP AI-usage Diagnostic, the same short questionnaire our Maven participants used. You can find it at maven.riseupatwork.com/rad, and a few minutes will show you your own pattern clearly.

Your career is the one asset you carry across every job, and in an AI world its value is your judgment. The output is free now. The thinking behind it is the whole game, and it is still, thankfully, yours to build.

That is the reason RISEUP@work exists, and we have just launched. We are looking for early adopters, the people who would rather sharpen their judgment than quietly hand it away. Come and join us at riseupatwork.com, and as one of the first through the door, your first year of the Builder tier is on us.

Subscribe for more like this: https://riseupatwork.substack.com/subscribe

That is the whole reason RISEUP@work exists, and we have just launched. We are looking for early adopters, the people who would rather sharpen their judgment than quietly outsource it. Come and join us at https://riseupatwork.com, and as one of the first through the door, your first year of the Builder tier is on us.

The most dangerous career move is the one everyone congratulates you for.

You get the promotion. The title, the raise, the flood of LinkedIn likes. Then, a few months in, you are quietly struggling in a job that looks nothing like the one you were good at. Nobody warned you. The applause drowned out the warning.

In 1969, Laurence Peter and Raymond Hull published The Peter Principle, a book proposing a half-serious theory of how organizations break down. The claim was simple and uncomfortable. In any hierarchy, people rise to their level of incompetence.

You are good at your job, so you get promoted. You are good at the next one, so you rise again. This continues until you reach a role you are not good at. And there you stop. You stall at the exact level where you can no longer perform, and that is where you tend to stay.

It was written as satire. The uncomfortable part is how accurate it turned out to be.

The research caught up with the joke

For decades, this was a clever idea with no hard proof. Then economists tested it.

In a 2019 study in the Quarterly Journal of Economics, Alan Benson, Danielle Li, and Kelly Shue examined the Peter Principle using detailed performance data on sales workers. They tracked almost 40,000 salespeople across 131 firms, and found that companies systematically promote their best sellers, even though those same people tend to become worse managers. A worker who sold twice as much as a peer was about 15 percent more likely to be promoted. And the traits that actually predicted good management were sitting in the data, ignored, while raw sales numbers did the deciding.

None of this means you are the problem. The promotion system produces the stall on its own. You get rewarded for one skill, then are moved into a job that needs a different one.

Why it feels like a slow boil

There is an old story about a frog in a pot. Drop it into boiling water, and it leaps out. Raise the heat slowly, and it never notices until it is too late. Biology is a myth. The career version is very real.

The Peter Principle rarely arrives as a single bad day. It arrives one degree at a time. A little more of your week goes to managing. A little less goes to the work that made you great. Each shift is small enough to shrug off. Then, one quarter, you look up, and the job has become something you were never built for, and you have been simmering in it for a year.

The trap is the gradualness. Slow change hides from you until the damage is already done.

How to stay alert: scan before you simmer

Strong operators do something most people never learn. They scan their environment on purpose, before the water gets hot. Here is what that looks like in practice.

Name the real job, not the title. Before you chase the next role, write down the actual behaviors that make someone great at it. Handling conflict. Reading a profit and loss statement. Growing people through work you could do faster yourself. Those behaviors are the job you are actually signing up for.

Run a quarterly scan. Every three months, ask three questions. What is changing in my industry? What part of my work is getting automated or commoditized? Where is the value moving next? This single habit is what keeps you from boiling.

Study someone one rung up. Find a person doing the job you are aiming for. Watch how they really spend their day. Most of it will surprise you.

Build the skill in your current seat. Volunteer for the slice of the higher job you can practice now, where the stakes are low, and nobody is grading you while you learn.

Watch your leading indicators. Do not wait for a bad review to tell you the fit is slipping. Notice the earlier signals. Does your core strength still apply? Are you energized or drained by the new parts of the work? Those signals rise long before the results do.

This matters most in what we call the Foundation Stage, the decade after your first few years of work, when the jump from doing the work to leading it usually happens. That seam is where strong careers quietly stall.

The career is the asset

This is exactly what we built RISEUP@work to do. We pair a career diagnostic with guidance on how to act on it. The diagnostic reads the temperature of your career before you can feel the heat, and shows you where a law like the Peter Principle is already at work. The guidance turns that read into your next move.

The career is the asset. The title is rented. The value you build underneath it is the only thing you truly own.

We are opening RISEUP@work to early adopters now and launching this week. Come get in early and help shape it at www.riseupatwork.com.

You do not have to be the frog. You just have to keep an eye on the water.

The Benson, Li and Shue study: https://academic.oup.com/qje/article/134/4/2085/5550760 Plain-language summary: https://cepr.org/voxeu/columns/promotions-and-peter-principle

RISEUP@work is a career progression platform. It pairs a career diagnostic with the guidance to act on it, so you can see the forces shaping your career and make your move before they cost you. The career is the asset. The role is rented.

Sign up as an early adopter at https://www.riseupatwork.com.

If you want to back what we are building, you can support us at https://wefunder.com/riseupatwork.

You once talked yourself out of a bigger career move.

Not because anyone told you to. Nobody criticized you. But you had spent time around people for whom that move was not normal, and it slowly stopped feeling normal to you, too. The promotion you might have chased, the pivot you might have made, quietly shrank into something more sensible. You did not lower your ambition. The room lowered it for you.

That is not a mood. It is a documented effect, and for anyone building a career, it is one of the most important forces nobody names.

Your trajectory travels through your network

Nicholas Christakis and James Fowler tracked the social ties of thousands of people over decades. Their finding, three degrees of influence, is that many human states do not stay in one person. They ripple out to friends, to friends of friends, and one step further, before fading (Three Degrees of Influence).

Over 32 years, a person’s chance of becoming obese rose about 57 percent if a friend became obese (New England Journal of Medicine). The same held for smoking, which stopped in whole clusters, and for happiness.

If body weight and contentment travel through a network like weather, so does your sense of what a normal career looks like. The salary you think is reachable, the role you think is above you, and the risk you think is sensible. Much of that is not yours. It is the average of the people around you.

Ambition is a career input you can catch

Psychologists call it goal contagion. In experiments by Henk Aarts and colleagues, people who watched someone pursue a goal went on to pursue that same goal themselves, in a different setting, without being asked and often without knowing why (Goal Contagion).

For a career, that is the whole game. Spend your days among people who treat growth, ownership, and reinvention as normal, and those become your defaults. Spend them among people who are coasting, and you inherit the ceiling without agreeing to it. Your professional ambition is less a fixed trait than a setting that your environment keeps adjusting.

The catch that changes who you learn from

The same research found a filter, and it is the part most people miss. When people watched someone pursue a goal through means they found unacceptable, they did not catch the goal. They rejected it.

This matters enormously for a career. You do not absorb drive from just anyone who is successful. You absorb it from people whose methods you respect. Being near someone who wins by cutting corners does not raise your ambition. It quietly teaches you that getting ahead and keeping your integrity are opposites, which is its own kind of shrinking. So the question is not who around you is successful. It is who is successful in a way you would be willing to become.

Why are we built to sync

None of this is weakness. It is wiring. Roy Baumeister and Mark Leary established belonging as a fundamental human motivation, a drive as basic as hunger, shaped by the long stretch of our history when staying in the group meant surviving (The Need to Belong). We are built to read the group and move toward it. That is why a workplace or a peer set shapes your career, whether you invite it or not.

So the smart move is not to resist the pull. It is to point it at a room worth joining.

A career is learned inside a community

Jean Lave and Etienne Wenger described how people actually learn a profession, through what they called communities of practice. You do not become good at your work mainly by absorbing information. You become good by joining a community of people who already are, starting at the edge and moving toward the center as you take on their standards, their language, and their sense of what good looks like (communities of practice).

For anyone in the first decade of work, that is decisive. Your professional identity does not form in your head alone. It takes the shape of the group you join. Early on, the community around you quietly decides not just how ambitious you are, but what kind of professional you become.

Belonging is not soft. It builds careers.

Gregory Walton and Geoffrey Cohen ran a now-famous experiment. First-year university students received a single hour-long intervention built to shift one belief: that early struggle is normal and shared, not a sign that you do not belong. That one hour raised Black students’ grades over the next three years, halved the racial achievement gap, and improved their well-being (Science).

The most important part came later. Seven to eleven years on, those students reported greater life and career satisfaction as adults, and the effect ran largely through one thing: the stronger mentorship relationships they had gone on to build. Belonging, established early, sent people toward mentors, and the mentors changed their careers.

So belonging is not a warm feeling on top of the work. It is a career input. It moves outcomes years later, and it works through the relationships you form inside a community.

Why we built RISEUP@work around community

This is where the science kept landing, and it is why the community sits at the core of what we are building.

If your career ambition is contagious, if you catch it only from people whose methods you respect, if belonging is a basic human drive, if a profession is learned by joining a community rather than studying alone, and if belonging early sends you toward the mentors who change your career, then the highest-leverage career move is not another course. It is to place yourself, deliberately, inside a community of people whose ambition and standards you would be proud to catch.

That is what RISEUP@work is for. Not a library of tips, and not a feed to scroll. A chosen community for people in the first decade of their careers, built so the ambition in the room is worth absorbing, so belonging is designed in rather than left to luck, and so mentorship is close enough to reach. Your career is the asset you carry with you from every job. The community you build it in is what compounds it.

The part that is yours

There is one thing the community cannot do for you. To choose the right room, you have to know what you value, so you can tell an ambition worth catching from a method you should walk away from. That clarity is the piece you bring. The community supplies the pull. You supply the direction.

Your career will be shaped by the people around you. That is not a flaw. It is how humans are built. The only real question is whether you chose the room or whether you just happened to be standing in it.

Dr. Deepak Bhootra is the founder of RISEUP@work, a career community for the first decade of work. He is the author of four books and has coached professionals across four countries. RISEUP@work is currently welcoming community investors on Wefunder at wefunder.com/riseupatwork.

Every promotion, every new manager, every job change is a small acquisition. Someone with authority decides to take you on, fit you into their world, and bet that you are worth more inside their structure than outside it. We never use that language, so we miss the parallel, and we treat a career move as a finish line when it is really the start of an integration. And integrations, as any dealmaker knows, are where value is either created or quietly destroyed.

The spark for this was a piece that, on its surface, had nothing to do with careers. In What Eleven US Acquirers Taught Me About Post-Acquisition Governance, interviewed eleven acquisition entrepreneurs about what actually happens after they buy a company. It is a study of business governance written for dealmakers, and yet it reads to me like an operating manual for a career, a reminder that the most useful ideas often come from the field that seems least related to your own. When you read only inside your own lane, you tend to collect confirmation, but when you read across it, you find the insight nobody in your field went looking for.

Here is the reframe. In every transition, you play two roles at once. You are the company being bought, and you are the operator expected to run it once the deal closes. Kelm’s four findings map onto that almost perfectly.

Finding 1: There is no template, so stop waiting for one

The acquirers threw out the standard corporate playbook, and there was no single model. The winning principle was that governance is adaptive rather than standardized. Most professionals are still waiting for the template, the clean ladder someone promised would work if they just kept their heads down. That template is gone. The people who thrive govern their careers the way a founder governs a business they just bought, deciding what this specific situation needs rather than following an org chart that assumes everyone climbs the same way. You are not an employee waiting to be arranged. You are the operator, and you set the structure.

Finding 2: Trust is what earns you autonomy

The finding that surprised even the acquirers was that formal control mattered far less than trust, and they managed risk through cultural alignment and relationships rather than contracts and oversight. Careers work the same way, and it is easy to get it backward. Stepping into a new role, your instinct is to lean on your title and your credentials to establish authority, but autonomy is not granted by the offer letter. It is earned in the first months, and the person who builds real relationships and delivers on small promises is handed the real decisions long before the one waving a job description. Control is what you are given. Trust is what you build, and it is worth far more.

Finding 3: The honest timeline is one to two years

Delegation in these deals did not happen at closing. It unfolded in phases, with the previous owner staying involved through a gradual handover over twelve to twenty-four months. Sit with that against a culture that expects you to prove yourself in ninety days and to feel like a fraud if you have not mastered the role by the end of your first quarter. The dealmakers, who have every financial reason to rush, deliberately do not, because they know that owning something new takes one to two years. If seasoned acquirers give a business that long to be absorbed, the honest runway for you to own a genuinely new role is not ninety days, so stop mistaking the discomfort of month three for failure.

Finding 4: The exit is the asset

This is the finding almost nobody applies to a career, and it is the most valuable. What stabilized these acquisitions was seller continuity: the outgoing owner stayed on to bridge two cultures and keep relationships steady, not primarily to transfer knowledge. Now turn that on yourself. Everyone obsesses over the entrance, the title, the bigger offer, the win, and almost no one thinks about the exit, yet research shows that the outgoing owner’s continuity determines whether the whole thing holds. How you leave a role, the grace you show, and the relationships you preserve are not afterthoughts. It may be the most compounding thing you do, because those relationships and that reputation are exactly what the next acquirer is buying. You build a surprising amount of your career in how you walk out the door.

Governing the one company you will never sell

Underneath all four findings runs a quieter one. Get the incentives right, and you need less oversight, because a well-aligned operator governs itself. The same is true inside you, and when your work connects to what you actually value rather than someone else’s scoreboard, you need less managing, less reassurance, and less permission to keep going.

So here is where it lands. Your career is the one asset you carry across every job and every acquisition of you, and it is the one company you will never sell, which means it deserves to be governed rather than merely occupied. Governed means you set the structure instead of waiting for one, earn autonomy through trust instead of demanding it through title, give your transitions the honest one to two-year runway, and treat every exit as an asset. No operator does this alone, which is why acquirers lean on boards and advisors, and why a real community and a mentor are the board of the company that is your career. That is what we are building at RISEUP@work.

You will keep being acquired. The only question is whether you show up as the company being arranged by someone else, or as the operator who knows exactly how this integration should go. And if a study written for people buying companies can teach you this much about your own career, it is worth asking what else you have been missing by reading only the things written for you. Thanks, !

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There are weeks when you feel stretched thin and still somehow alive, as though all the effort is building toward something worth having, and there are other weeks when the very same hours leave you hollow in a way that a full night of sleep does not touch.

The workload barely changes, yet the experience is completely different, and most of us are never taught to tell the two apart, even though they call for opposite responses. So before you reach for the word burnout, which has become the label we attach to almost any hard week, it is worth slowing down and checking whether that is really what you are living through.

Understand what you are measuring against

We tend to treat all stress as something to avoid, but research has never supported that. The endocrinologist Hans Selye spent his career distinguishing between distress, the corrosive kind that wears us down, and eustress, the beneficial kind that stretches and strengthens us (Eustress). Eustress is the strain of a hard project you care about, or the discomfort of learning something just beyond your reach, and though it does not feel easy, it is genuinely good for you.

The difference between healthy stress and burnout is not how hard you are working. It is whether you recover, whether you have any control, and whether the work still means something to you.

That single distinction is what the three questions below are built to surface, because two people working equally hard can sit on opposite sides of it, one being strengthened by the pressure while the other is quietly worn down.

The three questions

Before you accept the burnout label, sit with these three honestly and pay close attention to what comes up. They are not a checklist to tick, but prompts to reflect on.

1. Does rest actually restore you?

After a real break, a weekend away or a proper night of sleep, do you come back with something in reserve, or does the heaviness settle back over you within an hour of logging on? If recovery still works, you are most likely being stretched rather than broken, but if rest changes nothing at all, that points toward the deep exhaustion that sits at the center of real burnout.

2. Do you still care?

Hard work that carries meaning will hurt and still feel worth it, so if you can find something in the difficulty that matters to you, that is a reassuring sign. It is when the caring gives way to cynicism, when you stop being pulled in by work that once held your attention, that the warning light genuinely comes on.

3. Do you have any real control?

A loss of agency over your workload, your pace, and your priorities is one of the strongest predictors of burnout there is, because hard work you have chosen sits very differently in the body than hard work imposed on you with no way out.

If your honest answers are that rest no longer helps, that you have stopped caring, and that you feel you have no control, you are probably not being stretched. You are burning out, and naming it plainly is the first step toward regaining your footing.

What the science actually calls burnout

Those three questions map closely onto how the World Health Organization defines the real thing. They describe burnout not as a rough week but as an occupational phenomenon that results from chronic workplace stress that has not been successfully managed, and they name three signs (WHO): a deep exhaustion that rest does not repair, a growing cynicism and distance from the work and the people in it, and a quiet decline in one’s sense of one’s own effectiveness. Set those beside a healthy stretch, and the contrast is clear: where eustress tends to leave you more engaged and more connected, burnout leaves you empty and detached.

What it tends to look like in real life

Burnout rarely arrives with any announcement, and it usually hides inside perfectly ordinary appearances, so it helps to recognize its disguises.

The high performer who went quiet. She used to bring ideas to every meeting, but now simply does the work well enough and says nothing, and because her output still looks fine on paper, nobody thinks to check on her, even though the silence itself is the symptom.

The Sunday that never lifts. He feels reasonably fine on Saturday, but watches a familiar weight descend by Sunday afternoon that does not lift until the week is nearly over, which is less about any single project than a constant low detachment that has become his baseline.

The one who cannot switch off. Always reachable and always slightly behind, answering messages late at night, not because anything is urgent, but because the body’s stress response has forgotten how to stand down.

None of these people is weak, and each is a capable professional whose relationship with their own work has quietly tipped from productive to depleting.

Why does this belong in a conversation about careers?

This is not a wellbeing footnote to your working life but something central to it, and the newest data makes that plain. In Deloitte’s 2026 survey, the single most common reason young professionals give for turning down leadership roles is stress and burnout, named by half of them, which means burnout is not only making people unhappy but actively narrowing their ambition and capping their careers before those careers have really begun.

The reframe worth holding onto is that your career is the one asset you carry across every job you will ever hold, and you cannot protect it by pushing harder. You protect it by learning to feel the difference between a healthy stretch and a slow burn, and by asking those three questions often enough that you notice the drift while it is still early.

Turning this into practice

Reading about burnout on its own changes very little, and it is reflecting on it that does the real work, so it helps to make that reflection concrete in three ways.

Check yourself on a schedule. Run the three questions once a month, with the same seriousness you would bring to reviewing your finances, rather than waiting for a crisis to force the issue.

Build recovery on purpose. Research points consistently to two experiences that restore us most, genuinely detaching from work and giving our attention to a skill that carries no professional stakes, both of which help turn hard effort back into the healthy kind.

Do not do it alone. Burnout deepens in isolation and eases considerably when you can admit to someone who understands that you are struggling, which is exactly why community and mentorship sit at the center of what we are building at RISEUP@work. Someone who reflects alongside others and has a mentor close enough to notice the drift before they do tends to catch burnout before it becomes a full collapse, with only a small correction.

Agency over anxiety is not a phrase we use for effect, but the practical difference between tending a fire and being consumed by one.

The honest close

Stress itself was never the problem, and a career worth having will stretch you in ways that are genuinely good for you. The problem is the particular kind of stress that never ends, that you cannot steer, and that has lost its meaning, and the whole skill lies in feeling that difference early and keeping people close enough to tell you the truth about what they see in you.

Guard that fire carefully, because it is the one that has to last you a whole career.

This is a reflective piece and not medical advice. If you are struggling, please reach out to a qualified professional or to someone you trust.

Dr. Deepak Bhootra is the founder of RISEUP@work, a career community for the first decade of work. He is the author of four books and has coached professionals across four countries. RISEUP@work is currently welcoming community investors on Wefunder at wefunder.com/riseupatwork.

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In fifteen years of coaching and three decades of exec roles, the pattern I trust most is this. The feedback a person fights the hardest is usually the feedback they most need to hear, and it rarely arrives from the person who delivers it well. It tends to come from the one who irritates us, the colleague whose own behavior seems to contradict the very thing they are pointing out in us.

captured this beautifully in her piece, The Hardest Feedback I Ever Got. She was told she was defensive, and her instinct was to snap back that she was not, which of course was the very thing being pointed out. She sat with the discomfort, worked on it, and watched her relationships and her capacity to learn improve. Her larger point is one I wish more leaders understood: that we pour enormous energy into becoming great at giving feedback when the rarer and more valuable skill is becoming great at receiving it.

She is right, and I want to build on it because there is a trap beneath her story that quietly costs people years.

The trap is the messenger, not the message

We let the quality of the delivery decide the value of the message. When feedback is clumsy, badly timed, or comes from someone whose credibility we question, we use those flaws as permission to dismiss the content entirely. Sometimes the delivery really is poor, but poor delivery does not make the information wrong. The moment we treat the two as the same thing, we protect our self-image and lose the lesson in the same breath.

This is why I encourage the people I coach to stop treating feedback as a verdict and start treating it as data. A verdict is something you accept or reject, while data is something you examine. Not all of it is clean, not all of it is complete, and not all of it deserves equal weight, but a leader who sorts the signal from the noise ends up far better informed than the one who threw the whole thing out because they did not like how it was handed to them. Feedback simply tells you how someone experienced you, and where your intention and your impact may have drifted apart, and that is worth knowing even when it stings.

Defensiveness shows up in the body first

Kaila is honest that she still struggles with defensiveness, and so do most of us, because feedback does not press on our behavior so much as it presses on our identity. A single sentence about how you came across in a meeting can set off a quiet spiral about your competence, your reputation, and whether you still belong. That spiral is not a strategy; it is self-protection, and it usually shows up in the body before it reaches your mouth, as a tight chest, a flush of heat, or a rebuttal already forming while the other person is still speaking.

Amy Edmondson’s work taught organizations to build rooms where people can speak up and admit mistakes without fear, but there is a personal version of that safety she talks about less, and it is the real leadership edge. You cannot only demand safety from the room. You have to build enough safety inside yourself to hear something hard without collapsing, attacking, or performing openness while privately dismissing the point. That is the difference between looking coachable and being coachable.

What to do in the moment

Good intentions dissolve the instant the heat arrives, so here is what I actually teach people to do when it does.

First, notice the reaction before you obey it. When you feel the defensiveness rise, name it silently: something in me feels threatened, and I do not have to act from there. That one pause has saved more relationships than any clever reply.

Second, buy yourself a moment with one honest line, something like, thank you for telling me. I want to understand it before I respond. It does not commit you to agreeing. It only shows you are strong enough to listen.

Third, ask for specifics instead of building a defense. Rather than arguing, ask where they noticed it, what you said or did that created the impression, and what would have landed differently. Vague feedback breeds shame, while specific feedback gives you a choice.

Repair beats perfection

I watched this play out with a director whose team had told her she came across as dismissive. Her first instinct was to explain that she was under pressure and simply keeping things concise, and the team quietly learned never to raise it again. When she revisited it months later, she asked for a specific moment instead, and a teammate reminded her that when a colleague raised a concern, she had said we already covered that and moved on. She replied that she could see how it shut the room down, that she had been guarding the clock, but the cost was a real concern going unheard, and that next time she would name the time pressure and offer a separate conversation rather than cut it off. That is not perfection. It is repair, and repair is what people actually follow.

The goal Kaila points us toward is not to become someone who never feels defensive, because that person does not exist. It is to become someone who notices the defensiveness before it takes the wheel, who can hold a hard sentence long enough to find the useful part inside it, and who turns that into one visible change rather than a long apology that changes nothing.

The feedback that hurts is rarely there to shrink you. More often it is there to sharpen you, if you are willing to pick it up, turn it over, and keep the part that is true.

Thank you, Kaila, for a piece worth sitting with. Subscribe for more like this: https://riseupatwork.substack.com/subscribe

In Deloitte’s 2026 Gen Z and Millennial Survey, which polled more than 22,000 people across 44 countries, 72% of Gen Z said they now use AI to seek career advice, and 67% use it to cope with work-related stress. Three-quarters use it in their daily work, up from just over half a year earlier (Deloitte 2026 Gen Z and Millennial Survey).

Read that as a practitioner, not a headline. When someone at the start of their career feels lost about who to become, they are not turning first to a manager or a mentor. They are turning to a chatbot. And they are asking it not for facts, but for direction.

I do not read that as a generation in trouble. Deloitte calls this a coming-of-age story, not of delay, but of discernment, and I agree. A whole cohort is telling us, through their behavior, that the early years are disorienting, that they are hungry for a guide, and that no one handed them a good one. That is worth understanding before we judge it.

What they are actually reaching for

The same survey shows these workers now judge progress by the skills they are building, not the titles they collect. Only a quarter are chasing fast promotions. About one in five would even take a sideways move or a more junior role if it gave them better experience.

So this is not a lazy generation avoiding the hard climb. These are people trying to build something solid inside themselves. They are looking for self-knowledge. They just have nowhere reliable to find it.

And their timing is right. The science shows that the early twenties are exactly when a person is still deciding who they are, which makes this the best possible moment to do that inner work.

A self that is still forming

Psychologists describe the years from roughly 18 to the late 20s as their own life stage. Jeffrey Arnett called it emerging adulthood, and its defining feature is identity exploration, the period when people work out their capabilities, their limits, their values, and where they fit (Noba Project).

The biology agrees. The prefrontal cortex, which governs judgment and planning, continues to mature into the mid-20s, well after a person starts working (Lurie Children’s).

So when a young worker reaches for a guide, they are not being weak. They are responding, correctly, to the fact that they are still being formed. The instinct is sound. The question is what they form themselves around.

Whose pattern do you absorb?

Here is where it gets risky. When we are new and unsure, we take our cues from whoever is nearest and most confident.

Monica Higgins at Harvard studied how this plays out at work and called it career imprinting. A first serious employer leaves a lasting mark on four things: capabilities, connections, confidence, and the way a person thinks about how work operates. She notes plainly that people early in their careers are more impressionable and carry no strong prior pattern to weigh a new one against (Harvard Business School).

Now put that beside the Deloitte number. A generation at its most impressionable, reaching for a guide, and increasingly that guide is a tool that reflects back the most common pattern rather than the right one for them. A borrowed self is easy to absorb. It is much harder to notice you have absorbed it.

The thing the tool cannot give you

There is a deeper gap under all of this, and it is the most humbling finding I know.

Tasha Eurich’s research found that while about ninety-five percent of people believe they are self-aware, only ten to fifteen percent actually are. She also describes two separate kinds of self-awareness that do not travel together: an internal sense of your own values, and an external sense of how others see you (Forbes on Eurich).

This is what a chatbot cannot hand you. It can produce a fluent answer in seconds. It cannot give you an honest read on who you are, because that has to be built slowly, often with the help of someone willing to tell you the truth. A young worker outsourcing direction to AI can get a confident answer, and still be no closer to knowing themselves.

The small practice that compounds

The encouraging part is that self-knowledge responds to something simple and proven.

In a field study by researchers from Harvard and HEC Paris, new employees who spent the last fifteen minutes of the day writing about what they had learned outperformed a group who kept working during those minutes by nearly 23% on a final assessment (Harvard Business School).

The lesson is practical. Structured reflection early in the learning curve compounds. Stepping back to look at yourself is not time taken from the work. In the formative years, it may be the most valuable time you spend, and it is the one thing the young workers scrolling for answers are least likely to be doing.

One way to respond

So here is the tension the 2026 data leaves us with. A generation knows it is still forming, wants a guide, and has reached for the nearest one. The instinct is right. The instrument is thin.

This is the direction we have chosen at RISEUP@work. Not a faster answer, but a structured way for people early in their careers to actually see themselves, through diagnostics, and a simple way to track what that clarity is worth over time, which we call a Return on Clarity Index. By longitudinal, a word we lean on, we mean something a person returns to as they change, rather than a one-time verdict.

We have not solved it. We are saying the newest data points somewhere specific, and a chatbot is not the whole answer. Reasonable people could read the same numbers and build differently. We would welcome that conversation.

What I hope you take from this

The young workers reaching for AI are not the story. What they are reaching for is.

They are telling us the early years are formative, that they know it, and that they want help making sense of themselves before the pattern sets. That is not a weakness. That is a generation asking a good question and being handed a shallow answer.

The self you build in these quiet years is easy to inherit by accident, and easier still to outsource. It is also, with a little more reflection and a better mirror, yours to choose.

Dr. Deepak Bhootra is the founder of RISEUP@work and writes on careers, clarity, and the first decade of work. He is the author of four books and has coached professionals across four countries. RISEUP@work is currently welcoming community investors on Wefunder at wefunder.com/riseupatwork.