Managing A Career

AI is Eroding the Career Ladder - MAC143

May 26, 2026·16 min
Episode Description from the Publisher

AI is Eroding the Signals Employers Use to Judge Talent — And Nothing Has Replaced ThemThere is a problem developing in the professional world that most career advice hasn't caught up to yet. It's not the job-loss story — that one is getting plenty of airtime. It's something quieter, and in a lot of ways more corrosive: the collapse of the signals the entire career ladder was built on.To understand why this matters so much, you need to go back to the original premise.The career ladder — the idea that you start somewhere, prove yourself, get recognized, move up, and repeat — was built on a specific assumption. The assumption was this: the things you produce as a candidate or early-career professional are reasonable proxies for your actual ability.Your résumé showed you could organize information and communicate clearly. Your cover letter showed you could write persuasively and understood the role. Your portfolio showed you could do the work. Your writing sample showed you had the depth to back up the claims on the first two pages. Your coding test showed you could actually code. Your case study showed you could think.These artifacts — the things you submitted, the things you produced — were what economists call "costly signals." That term has a precise meaning. A costly signal is one that is expensive to fake. The polish on a résumé used to require actual skill or effort. A strong portfolio used to require actual time and creative ability. A solved technical assessment used to require actual knowledge.The entire system worked because producing a high-quality artifact was hard enough that only people with underlying competence could do it consistently. The cost of faking it was high. The signal separated the skilled from the unskilled.AI eliminated that cost. Overnight.Here's what AI can now do — and this list matters because each item on it is a rung on the career ladder that has just been sawed off:AI can write your résumé. Not just fix the grammar — write it, from scratch, tailored to the role description, keyword-optimized, polished.AI can write your cover letter. In your voice, in the tone of the company, hitting every point the job description signaled it wanted to see.AI can produce your writing samples. Articles, reports, memos, case analyses — indistinguishable, at the surface level, from work done by someone who actually has expertise.AI can build your portfolio. Design mockups, architecture diagrams, code repositories, campaign decks.AI can solve your technical assessments. Coding tests that used to require hours of preparation and real ability can now be completed in real time with an invisible screen overlay, an AI tool running parallel to the interview, or — and this has been documented — an earpiece delivering answers while the candidate nods along on a video call.AI can ace your case study and generate your thought leadership posts. The LinkedIn takes, the industry insights, the professional commentary that was supposed to prove you were a thinker in your field.Every single proxy the career ladder ran on is now a cheap signal. And when signals go cheap, markets break.Who This Hits Hardest — And Why the Impact Isn't Evenly DistributedThe disruption here is not evenly distributed. And understanding where the damage lands helps you understand what to do about it.It hits early-career professionals the hardest. The entry-level job was always the "prove yourself" position. It was the place you produced the things that established your track record. You didn't have relationships yet. You didn't have a reputation yet. What you had was the work you could produce, and the quality of that work was supposed to be the evidence.That is exactly the layer AI has compromised. The people with no established network, no verifiable track record, and no relationships that could vouch for them — those are the people who were most dependent on artifacts as their primary signal. And that signal is now cheap.It also hits mid-career professionals who have been accumulating credentials and artifacts under the old model. If you have spent years building a portfolio that looks impressive, you may be sitting on an asset that is being rapidly devalued — not because the work was bad, but because the medium it lives in is no longer being trusted.And it is beginning to hit the hiring process itself in a way that compounds everything. Employers know they cannot trust the artifacts anymore. So they are falling back on the most expensive, most relationship-dependent filtering mechanism available: people they already know, or people vouched for by people they already know. Which means the hidden job

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