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THE RUNDOWN

You've probably had this week already: you hand something to AI, get back something that's 80% right, and spend the afternoon fixing the last 20%. That last 20% now has a market price.

AfterQuery hit a reported $3.2 billion valuation this week, more than ten times its April number, selling AI labs documented recordings of how professionals actually reason. The scarce input in AI right now isn't compute or text, it's judgment that was never written down.

Below: who's buying that judgment and what it pays, plus a hiring number out this morning that says white-collar roles are still shrinking underneath all of it.

Let's get into it.

Quick Signals

  • Private hiring nearly stopped, and one sector carried the whole thing. The ADP jobs report out this morning showed private employers added just 38,000 jobs in August, the slowest pace since January and below what forecasters expected. Education and health alone added 45,000, which means the rest of the private economy shed jobs on net, with professional and business services down 16,000 and manufacturing down 17,000.

  • Only the big employers are hiring at all. Inside that same ADP report, companies with 500+ employees added 34,000 jobs while mid-size firms added exactly zero and small businesses under 50 people added 3,000. If your search feels like it's narrowed to large companies, that's because it has.

  • Three companies trimmed ahead of the fall data. Zillow cut over 500 jobs, roughly 7% of staff, in its largest round of the year, and Nutanix and Vox Media each made smaller cuts in the same stretch. None blamed AI directly, and all three framed it as getting ahead of growth.

  • AI is now catching the resume fraud it helped create. An Equifax-backed survey found 78% of HR teams say AI makes hiring faster, but 73% have already caught AI-fabricated candidate details. Over a third say AI-polished applications now make them trust candidates less, which is worth knowing before you run your resume through a tool.

  • Jamie Dimon thinks the AI panic is aimed at the wrong problem. At a Charter event, the JPMorgan CEO argued AI isn't currently destroying jobs and that the real gap is schools failing to prepare people for around 8,000 unfilled trades jobs paying near $150K. Coming from a CEO with every incentive to blame AI for headcount, that's a notably different answer.

Opportunity Flow

Hiring

  • Oura is reportedly eyeing a September IPO that could value it north of $16B, up from $10.9B a year ago. Companies heading for public markets typically staff up across finance, product, and operations in the run-up.

Funding

  • REGENT, a maritime and defense seaglider startup, landed $240M in Series B funding from Lockheed Martin Ventures, Founders Fund, and DCVC.

  • Standard Metrics, a portfolio management platform for VC and PE firms, closed a $20M Series B led by Salesforce Ventures and Spark Capital. Series B rounds at this stage usually mean formalizing product and operations roles for the first time.

  • Celera Semiconductor raised $30M in Series B funding for AI-driven analog chip design.

Contracts

  • GDIT won a $1.3B contract to modernize Army National Guard enterprise networks and cybersecurity, the kind of award that drives a wave of program-management hiring.

  • Parsons won a $665M Army IDIQ contract covering technical, logistics, and program-management support.

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The Big Story

The AI labs found their bottleneck, and it turned out to be you

AfterQuery reached a reported $3.2 billion valuation this week, up from $300 million in April, which makes it the fastest company to reach unicorn status in Y Combinator's history. Its founders are 22 and 23, and it went through YC only 18 months ago.

The product is unusually blunt. AfterQuery pays lawyers, engineers, doctors and financial analysts to work through hard problems and document the reasoning behind every decision, then sells that to frontier labs including Nvidia.

Here's why a business like that exists at all. The open internet handed models a nearly unlimited supply of finished text, but almost none of it shows the actual path a senior professional takes to a decision: what they ruled out, what they double-checked, why they overrode the obvious answer.

That reasoning mostly lives in people's heads and was never written down anywhere. Models can imitate the output of expertise, and they still cannot reconstruct the judgment that produced it, so labs have started buying it directly from the people who have it.

The market is bigger than one startup. Mercor, the largest player, hit a $2 billion gross revenue run rate by June, double where it began 2026, and pays out 60 to 70 percent of that straight to contractors, more than $2 million a day across 30,000-plus weekly active workers.

And the rates track credentials rather than hours at a keyboard. General AI training work averages around $31 an hour, while work requiring verified professional expertise in medicine, law, finance or engineering runs $75 to $200+.

Why it matters: the story everyone tells is that AI makes your expertise worth less. The money right now says the opposite about one specific slice of it, which is your ability to reason through a hard call and explain why. That slice is scarce enough that labs are paying professional rates to record it. If you have real credentials in a technical or licensed field, the expert-data platforms are a genuine paid side door, and unlike most side income it gets more valuable the more senior you are. The work AI is commoditizing is the output. The thing it's bidding up is the judgment.

Making Moves

The market wants fewer, more senior people

The labor market has a clear tilt right now, and it isn't the one most headlines describe. Indeed Hiring Lab found senior-level job postings up 14.7% year over year this summer, while entry-level postings are shrinking fastest in exactly the sectors most exposed to AI and remote work.

Healthcare, which has outhired nearly everyone for years, is cooling too. Postings turned down in the latest snapshot and real wages in the sector fell for the first time since 2022.

Put next to this morning's ADP numbers, the pattern is less "AI is taking jobs" and more that companies want fewer, more senior people in fewer places. The pay data points the same way: workers who changed jobs saw gross pay rise 7.3% year over year against 4.4% for those who stayed put.

Why it matters: if you're early or mid-career, the fastest lane isn't finding any open role, it's positioning for the senior-track version of your role sooner than you planned. If you're a consultant weighing an exit, that same tilt is good news, because seniority and judgment are exactly what's still scarce.

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Try This Out

Write down the reasoning you've never written down

The Big Story is about a market paying for documented judgment. This builds your own copy of that asset, which is useful for interviews, promotion cases, and the expert-data platforms alike:

You're going to help me document how I actually make decisions in my work,
in the format an expert-data platform or a hiring panel would find credible.

My role: [role, industry, years of experience]
A hard call I made recently: [2-3 sentences on the situation and what I decided]

Do this in order:
1. Interview me with 5 questions designed to surface the reasoning I skipped
   over, especially what I ruled out and why, and what I checked before
   deciding. Ask them one at a time and wait for my answers.
2. Once I've answered, write up my decision as a reasoning trace: the
   situation, the options considered, the signals I weighted, the option I
   rejected and why, and the final call.
3. Name the two judgment patterns in my trace that a less experienced person
   in my field would most likely get wrong.
4. Give me a three-sentence version I could say out loud in an interview when
   asked to describe a difficult decision.

Run it once on a real decision and you'll notice how much of your expertise was never legible to anyone outside your own head. That invisibility is exactly what's been keeping it out of your resume and your comp conversations.

Predict This

Last issue we asked what tone Fed Chair Warsh would strike at Jackson Hole. It resolved hawkish, with inflation-focused language and September hike odds moving from roughly 1-in-3 to a coin flip.

The BLS jobs report for August drops Friday, September 4. July came in at a shocking -23,000, and this morning's ADP print was a soft +38,000. What happens Friday?

  • Negative again, below zero for a second straight month

  • Barely positive, somewhere between 0 and 50,000

  • Real rebound, 50,000 or better

Reply and tell us your pick. We'll report the result Monday.

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