The End of Jobs Isn't the End of Work -- But It Demands Leadership

It's 4:47pm on a Thursday. Your head of support just pinged you about a VP-level meeting tomorrow at nine. The deck you've been asked to bring is titled "Support Org, FY26." Attached to the thread is a link the CFO sent earlier — Antonio Melonio's essay "The Era of Jobs is Ending" — with the note: "Good framing. Let's talk tomorrow."

You open it. It's sharp. It argues that the twentieth-century bundle called a "job" is coming apart, and that AI is doing the unbundling. Persuasive. It also doesn't tell you whether to cut your support team from twelve to seven, whether to keep the top four and build agents around them, or what to do with the three people who've been with you since seed. The CFO's note sits there like a dare.

The Distance Between an Essay and a Deck

This is the distance every operator is learning to walk, and nobody's mapped it. Essays argue direction. Decks require specifics. The reader of the essay is in a coffee shop. The author of the deck is staring at a spreadsheet with real names in column A.

Gergely Orosz at The Pragmatic Engineer has tracked this gap through the last two years of layoffs and re-orgs — the number of companies announcing AI-driven headcount strategy is large, the number publishing how they measured the tradeoff honestly is vanishingly small. Klarna's public reversal — scaling back the AI-for-humans substitution and bringing people back into customer service — is the best-known example only because they said it out loud. Most reversals happen quietly, in the next quarter's hiring plan, after the announcement has already done its damage.

What Melonio captures is direction. What no essay can do is sit in the chair when the CFO says: "So what's the plan?"

Two Drafts of Tomorrow's Deck

Put yourself back at 4:47pm. You open a blank slide. You're going to write one of two decks tonight, and the choice is almost never made explicitly.

The first draft treats support as a cost line. Twelve people at a loaded rate is X. Agents plus a tier-two of four is Y. Y is smaller. The slide almost writes itself. The satisfaction of clean math is real. The problem is that the clean math has already been run inside the people it's about to affect. Senior IC #2, the one who wrote your runbooks, read the same Melonio essay you did. She updated her LinkedIn last weekend. By the time you announce, she's gone — and she was the person whose judgment made the AI replacement look feasible on the slide in the first place. You automated around a capability you no longer have.

The second draft opens with a question: where does our support team's judgment actually live, and which parts of the current job would we pay more for if we could? That question reshapes the arithmetic. Some of what the team does is routing and summarization — machines are already better at that, and nobody enjoyed it anyway. Some of what the team does is de-escalating a furious enterprise customer at 11pm with a billing dispute that's really a trust dispute. You cannot buy that on a per-token basis. Drawing the line between those two categories honestly produces a different answer than the CFO was expecting — and usually a better one.

Same tools. Same essay. Same meeting. The divergence is entirely in which question the deck is answering.

The Vision-Operations Gap

Call it the vision-operations gap — the distance between a future a thinker can describe and a decision an operator has to make this week. The thinkers write about the destination. The operators are stuck in the transit: the hiring plan, the comp bands, the performance reviews, the question of whether the person you hired in 2022 still has a role in 2026.

Policy will catch up eventually. MIT Sloan and HBR are running pieces every month about what the new workforce contract looks like. Culture will shift. Someone in 2031 will publish the definitive history and make it sound inevitable. But the decisions compounding into that history are being made tonight, in rooms that are too small, with decks due in the morning.

The transition is where the power is. Who gets kept, who gets retrained, which work becomes AI-assisted and which becomes AI-replaced — those choices, made one org at a time, are the mechanism by which Melonio's future arrives well or badly. You're not waiting for it. You're writing it in the hiring plan.

The Reframe

So here's the reframe that's worth carrying into the 9am. AI didn't make your support team obsolete. It made the packaging of the job obsolete. The twelve-person team is a container. The judgment, relationships, escalation patterns, and tacit product knowledge inside it are the substance. The container can and will be redesigned. The substance is the asset you've been accruing for four years, and it's the thing your competitors can't buy.

The replacement frame treats the container as the thing and redesigns it down to fewer people. The leverage frame treats the substance as the thing and redesigns the container around it. Same tools. Same essay. Opposite outcomes.

Lara Hogan has written for years about how org design is a leadership act, not an HR task, and this is the moment that becomes obvious in a way it wasn't before. Will Larson has made a similar point about how strategy is mostly the discipline of not letting spreadsheet logic overwrite judgment you already have and aren't pricing. Both points apply directly to the deck you're writing tonight.

What Tomorrow's Meeting Actually Needs

The 9am doesn't need a philosophy of work. It needs three things. A map of which parts of the current job are genuinely absorbed by AI, named specifically, with someone accountable for the evaluation. A map of which parts are irreducibly human in your business — not in the abstract, but in the specific customers and products you have. And a structural answer: what the team looks like when those two maps are honest, and what the transition from here to there looks like, week over week, with names attached.

That last piece is where most decks break. Strategy without a transition plan is a press release. Transition plans written by the CFO produce reversals. They have to be built by someone who knows both the substance of the work and the direction of the change — and in most orgs, that person is either missing from the room or is an IC who hasn't been given the mandate.

4:47pm

Back to the blank slide. Fourteen hours. The essay in the other tab is right — the era of jobs as we knew them is fracturing. What replaces it is being written tonight, in rooms like yours, one slide at a time. The leaders who emerge from this stronger will be the ones who refused to let the spreadsheet do the thinking, and who had someone in the room capable of holding the vision and the deck in the same head.

If that person isn't in your org yet, bring the deck.