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Friday · 6 min read · Lightly edited by a human who definitely didn't listen at 2.5x speed (lie)

Good morning, capo. This week corporate America discovered that the robots send an invoice. One company is now spending more on AI tokens than on the humans it employs, a developer threatened to quit if you took his favorite model away, and a $10-billion-plus cash machine blew through an entire year's AI budget in a single quarter and lived to describe it on a podcast. Bill Ackman went bargain hunting in the most boring stocks on earth. And David Senra resurfaced from the back catalogue holding Steve Jobs by the collar. Let's go count someone else's money.

20VC — "Token Budgeting Panic Hits Corporate America | Cognition Raises $1BN at $26BN" (listen)

1h+ → 90 seconds

The news peg is that Cognition, the company behind the AI software engineer Devin, just raised a billion dollars at a twenty-six billion dollar valuation. The real story is the quiet panic underneath it, and the panic has a number. Somewhere a finance team just opened the AI bill and realized it now competes with payroll.

The structural shift first, said plainly by one guest: "All these businesses have gone from capex light cash flow machines to capex heavy cash consumptive machines." That is the whole decade in one sentence. The software business model that printed money for twenty years, sell once, serve cheaply forever, has quietly inverted, and every model call is now a metered expense someone has to approve.

Then the line that should make every engineering manager sit up: "I would quit as a developer if you told me I could not use the model of my choice. I would quit. I really do think by the end of the year we're going to choose tokens over humans." And the blunt forecast of who pays for it: "The ones on the bubble that weren't already cut in the first wave will be cut for tokens." Headcount and compute are now line items on the same spreadsheet, fighting for the same dollar.

If you think that is hyperbole, here is the same show's Mercor interview from the same week, putting an actual number on it: "Right now, we're spending more on tokens for our internal agents than we are on employee headcount." That is not a forecast. That is a company that already crossed the line.

The venture side has reset to match. One investor's new bar: "I'm not interested if it can't be a billion dollar position anymore. That's how it's changed my mind." And the best aside of the week, on why bull markets make everyone reckless: "Losing money is like sex. You can talk about it all you like, but until you feel it, you don't know what it's like."

Takeaway for operators: the token line is the new headcount line. Budget it like payroll, review it like payroll, and assume that by your next planning cycle someone in your finance team will be asking why a model upgrade cost more than a junior hire. Because it will have.

My First Million — "7 Bizarrely Good Startups the Internet Hasn't Caught Up to Yet" (listen)

1h+ → one idea you can steal

The whole episode is a hunt for ideas the smart money hasn't noticed, and the opening filter is the most useful thing in it: "If you say an idea and everybody in the room nods, if 100% of the room nods and says that's a good idea, run away. You're about to waste three years of your life. You need some people to think this is the worst idea." Consensus is a sell signal. Write that on the wall.

Three things worth stealing:

1. The nod is a warning. If everyone agrees, the opportunity is already priced in and you are late. The ideas worth three years of your life are the ones that make half the room wince. Optimize for the wince.

2. The brand is the moat, not the tech. On why a dumb phone or a rotary-styled gadget can stand next to a trillion-dollar tech giant: "The moat is not the technology right now. The moat is not the product. The moat is the brand." When the technology is commoditized and anyone can ship the feature, the only defensible thing left is who customers believe you are.

3. Sell the state, not the product. The reason saunas, cold plunges, and breath work are quietly becoming billion-dollar categories: "State is going to become a very important word over the next 10 years. Managing your state, being in a great state. The body can drag the mind." People are not buying a cold tub. They are buying ten minutes of feeling like a functional human.

Takeaway for operators: the through-line under all seven is emotional positioning. The strongest pitch in the episode was a dumb phone framed as "David versus Goliath with Goliath being addiction." You are not selling hardware. You are selling someone the version of themselves they wish they were. Build for the room that half-hates the idea, and sell them a feeling.

Founders — "Steve Jobs in Exile" (listen)

1h+ → three quotes and a vibe

David Senra is back, and he picked the twelve years everyone skips: the wilderness between getting fired from Apple and the triumphant return. It opens on a man with nothing left but the thing that ruined him. "Every waking moment of his adult life had been spent building Apple. Long days, longer nights. Now he had no real friends, no other life to turn to."

His wife saw the off-ramp and wanted to take it. On a bridge in Paris she imagined the version where they disappear: "I wanted us to crawl through that black chasm of your broken world and emerge anonymous and new in simple lives. But Steve couldn't stay away from work for long. He still wanted to build and create." He could not stop. That was the disease and, eventually, the cure.

The NeXT years are a case study in a brilliant man making the same mistake on purpose. "He was choosing purity over survival." He burned a fortune chasing a perfect machine almost nobody would buy, and his backer Ross Perot delivers the mea culpa that doubles as the lesson of the episode: "I gave Steve too much dang money. When you have too much money, you just don't have that hunger and you start spending money on floating staircases and $10,000 chairs." Senra lands the Hemingway line for the kill: "How did you go bankrupt? Two ways. Gradually, then suddenly."

And then the payoff, the reason the twelve years were a PhD and not a punishment. The Jobs who came back had learned the one thing the young Jobs refused to believe: "If you don't treat talented workers right, they can go get another job in 10 minutes. So a strange thing happens, which is the hierarchy of power inverts and the CEO is actually at the bottom. I sort of feel like I work for most of these people because they're the ones that are doing all the brilliant work." Exile didn't humble the ambition. It just taught it manners.

All-In — Bill Ackman: Here's What the Market is Missing (listen): Ackman's evolved religion is one phrase he keeps repeating: "long-term durable protected non-disruptible growth." The thing he now fears most is the obvious one: "The probability of your being disrupted has gone up enormously." So where does a man terrified of disruption hide? In the giants everyone calls overvalued: he frames Amazon, Meta, and Microsoft as a rerun of Berkshire in 2000, quietly "undervalued in your mind." And the honesty of the week, from a man with every reason to hype: "I haven't seen much success. We're still super super early in terms of big companies using AI effectively." The robots invoice. The returns are taking their time.

Invest Like the Best — Uber's CEO on AI, AVs, and the Future of Transportation (listen): Dara Khosrowshahi joins the budget-blew-up chorus with the most expensive shrug of the week: "We blew through our AI budget in a quarter, for the whole year essentially." He took the Uber job because of one line from Spotify's Daniel Ek: "Since when is life about happiness? It's about impact." And the most concrete sign of where the productivity actually shows up: "We've got devs in India who all of a sudden are driving 10x the code commits that they used to." Not evenly distributed, not a press release, just 10x in one random corner.

Prof G Office Hours — Is AI Replacing Middle Management? (listen): Galloway's diagnosis is colder than either side wants it to be: "What's really happening here is that a group of CEOs who overhired want to juice their valuations and engage in AI washing." Then the stat that deflates the whole layoff narrative: "59% of companies are investing over a million annually in AI but only 29% report significant ROI. So right now the investment is ahead of the return." Translation: the firings are a story about the stock price, not the software.

What this week's six episodes actually spent their minutes on:

For three issues we watched AI as a build story, all gigawatts and capex and orbital data centers. This week it became a bill. The most quoted phrase across six unrelated shows was, roughly, "we did not budget for this." Steve Jobs' floating staircase remains the gold standard of spending money you don't have. And the absurd bottom row resolves itself, because Senra is, in fact, okay.

If you only listen to one episode this week, make it Steve Jobs in Exile on Founders. It is the rare origin story told from inside the failure, and you will come away convinced that the twelve worst years of a man's career were the only reason the last twelve worked.

If you only have 20 minutes, the 20VC token-panic episode. You will close your laptop, open your company's cloud bill, and feel a new and specific kind of dread.

Programming note. For three issues we assumed David Senra was underground somewhere, eleven hours into a biography of a man who got rich manufacturing ball bearings. He has surfaced, blinking, holding Steve Jobs. The running gag is retired. We give it roughly a month before he vanishes again and we have to restart the missing-persons report.

Forward this to a founder friend before their AI bill does it for them. We're a newsletter, not a guilt trip. (Okay, a little guilt trip.)

— The Capo 🎙️🤌

Made with coffee, too many podcast apps, and the firm belief that nobody has time to listen to 15 hours of content per week. That's our job now.