A company called Taste Labs just raised $18.5 million. Its product is taste.
Not a metaphor. The company came out of stealth on June 16, co-led by CRV and Amplify Partners, with a stated mission to "kill AI slop." It does this by selling frontier labs the raw material of judgment: preference datasets, quality rubrics, evaluation environments, and a vetted, trust-based network of human "tastemakers" whose job is to tell a model which output is actually good.
You can roll your eyes, and a lot of people did. But I think it's the most honest funding round of the AI era. It put an explicit price on the thing the whole culture is quietly reorganizing itself around. To see why, you have to back up about a hundred years.
The credential was always a shortcut
Capital has one persistent problem: it has to bet on people and companies before the results exist. Judging someone from scratch is slow and expensive, so the market is forever hunting for a cheap, legible proxy — something that correlates with future winning and saves everyone the work of actually looking.
For most of the modern era, that proxy was pedigree. Stanford. MIT. Ex-Google, ex-Stripe, the Palantir mafia, the Thiel Fellowship. The degree itself was never really the point; it was a signal that a hard, gatekept filter had already vetted you. Credentials worked precisely because competence was scarce and hard to fake. You couldn't bluff your way into shipping at Google. The gate was the proof.
AI broke the gate
Generative AI did something specific and underrated: it collapsed the cost of producing competent-looking work to roughly zero. Infinite decks. Infinite landing pages. Infinite essays, logos, codebases, and pitch memos — all clearing the bar that used to require a credentialed human.
We named the byproduct almost immediately: slop. And the existence of that word is the whole story. When "competent-looking" becomes free and infinite, it stops carrying any information. A polished artifact no longer proves a capable person made it.
Here is the law underneath everything that follows: when you commoditize making, the premium moves to choosing. If production is free, the scarce, valuable act is selection — picking the good one out of an infinite pile. That act has a name. It's taste.
So Taste Labs isn't a vanity play. It's the market doing what it always does — pricing the new scarcity. Competence got cheap, so judgment got expensive, and someone built the infrastructure to sell it. $18.5 million is just the receipt.
The cafes are a taste flex
Now look at the other thing happening in San Francisco. Anthropic ran a "Claude Cafe" pop-up in New York — over 5,000 visitors, something like 10 million social impressions. Cursor opened "Cafe Cursor" in North Beach around its developer conference. Notion, Perplexity, and others are running the same playbook.
Think about how strange this is on the surface. These are companies that distribute software through the internet, instantly, globally, at zero marginal cost. They do not need a coffee shop to reach you. So what is the cafe for?
It's a taste flex. In a feed that is drowning in AI-generated everything, the scarce signal is a coherent point of view you can physically stand inside — an aesthetic, a vibe, a room with deliberate typography and good coffee that says a human with judgment made choices here. The cafe is brand-as-proof-of-taste. Increasingly, brand is becoming the proof that there's a discerning intelligence behind the product and not just a model on autopilot.
Looksmaxxing is the same trade, pointed inward
Now aim the identical logic at the human body, and you get the strangest-looking corner of this whole phenomenon: looksmaxxing. Jawlines, clavicles, mewing, bonesmashing — the whole subculture of young people, mostly young men, optimizing their physical surface with the obsessive intensity an earlier generation reserved for a GPA.
It looks unrelated to a Series Seed. It's the same trade. The college-ROI question is now mainstream. AI is visibly eroding the entry-level white-collar ladder those credentials used to buy. So for a lot of young people, the credential has quietly stopped functioning as a believable signal of future value — and the signal migrates to the one asset that feels like it can't be faked or outsourced to a model: the face, the body, the aesthetic of the self.
Looksmaxxing is taste applied to your own person. Same migration — from credential to aesthetic — just happening on skin instead of a cap table.
Three arenas, one law
Stack them up. A startup selling judgment. Two AI giants opening coffee shops. A generation sculpting its clavicles. Markets, institutions, and selves — all running the identical play: aesthetic signal is replacing credential signal as the proxy for value. Taste is the new pedigree. Vibes are the new GPA. The jaw is the new diploma.
And here's where I want to be careful, because the easy takes both fail.
The optimistic take says taste is the democratic successor to credentials — no admissions office, no gatekeeper, anyone with judgment and a point of view can win an audience and a round. That's partly true and genuinely exciting. But aesthetic capital is still capital. "Good taste" is heavily downstream of money, exposure, and class — it is taught, bought, and inherited. A curated "tastemaker network" is, structurally, an admissions committee with nicer fonts. We didn't abolish the gate. We made it invisible, which is worse, because invisible gates feel like meritocracy while behaving like aristocracy.
The cynical take says it's all hollow — vibes over substance, fonts over function. Also partly true. Taste can absolutely be looksmaxxed: you can optimize the signal of taste — the moodboard, the launch film, the cafe — while having no actual judgment underneath. A startup with a flawless aesthetic and an empty product is a beautiful face with no spine.
But the cynics miss the real thing buried in here. In a world where machines can make almost anything, judgment is the last durable human advantage. Discernment, curation, a point of view, the ability to articulate why one thing is better than another — that is not a fad cresting on a hype cycle. That is, increasingly, the actual job.
For anyone young, trying to figure out what to chase
The old ladder — credential, job, title, status — is being pulled out from under you. I know that's frightening. It was also rigged, gatekept, and increasingly a bad financial bet, so I'd grieve it lightly.
The new game rewards taste, and that is simultaneously freer and more dangerous than what it replaced. Freer, because no admissions office fully controls it; build real judgment and a point of view and you can compound it from anywhere. More dangerous, because the failure mode is a bottomless treadmill of aesthetic optimization — looksmaxxing your startup, your feed, and your face forever, in pursuit of a signal that never quite converts into anything real.
So the only thing worth internalizing is the fork. You can build taste as discernment — a trained muscle for judging substance, the one capability AI can't hand you — or you can perform taste as costume, optimizing the appearance of judgment while the inside stays empty.
Taste Labs priced judgment at $18.5 million because judgment finally became scarce. The opportunity in front of you is to actually develop some — not to cosplay it.
Develop a point of view, not a moodboard.