Take every measurable trait two people have in common, run the math, and your ability to predict whether they'll click is barely better than random chance. Dating app compatibility algorithms are built on a premise that the science doesn't support.
Podbit · Huberman Lab
Take every measurable trait two people have in common, run the math, and your ability to predict whether they'll click is barely better than random chance. Dating app compatibility algorithms are built on a premise that the science doesn't support.
Where this was said
At 2:04:40 · chapter starts 2:03:50
Huberman reveals that Instagram is reportedly the world's largest dating app by a wide margin — a fact that recontextualizes the infidelity risk of social media entirely. Eastwick then lays out two simultaneous processes at work in committed relationships: the derogation of alternatives (happy partners rate attractive others as 'weak sauce') and the 'playing with fire' of seemingly innocent messaging that escalates. [1] — Paul Eastwick "When you're in a happy relationship, your brain downgrades alternative partners — you see them as less desirable than anyone else would. It…" 2:06:40 He also cites recent studies showing that attraction to an alternative can rebound and increase desire for one's actual partner — the data behind Esther Perel's framework. The key distinction, Eastwick argues, is between the fact of attraction (unavoidable, not dangerous) and the repeated follow-through on that attraction (what actually erodes the protective mechanism and creates infidelity risk). He adds a practical note: couples can benefit from acknowledging the reality of attraction without acting on it — a form of healthy compartmentalization.
According to an expert source cited by Andrew Huberman, Instagram is effectively the world's largest dating app by an enormous margin, with much of its time spent in DMs that lead to real-world meetings.
Objective similarity measures — the kind dating apps use to match people — predict whether two people will click at barely better than coin-flip odds.
When you're in a happy relationship, your brain downgrades alternative partners — you see them as less desirable than anyone else would. It's not delusion; it's a built-in protective mechanism. And it's why the marketplace metaphor for attraction ultimately breaks down.
The danger in infidelity isn't the initial moment of attraction — it's the repeated follow-through. Each subsequent conversation with someone you're attracted to erodes the protective mechanism that keeps your partner at the center of your desires. Instagram made this process frictionless.
Recent studies show that when people in relationships experience attraction to someone else, desire can boomerang back and increase feelings for their actual partner. Esther Perel has described this dynamic for years. Now it has data behind it.
Sam had no coding knowledge, so he used ChatGPT voice mode to generate his entire codebase and copy-pasted it into Notepad. A friend later introduced him to Cursor, and he never looked back.
Copy days of Discord chat history, paste it into ChatGPT, and ask it to list recurring pain points. The ones that come up most often are your best product bets.
Sam's top advice: when prompting Cursor, tell it to architect code for 100,000 users from day one. The AI changes its approach, building scalable frameworks instead of brittle one-user code.
With AI coding tools like Cursor, Bhanu replicates an existing free tool for a new keyword in under 5 minutes. What used to be a multi-day build is now a lunch-break task.
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PropGPT runs on React Native with TypeScript and Python for ML, Neon for the database, RevenueCat and Superwall for monetization. LLM costs are $20/month, data APIs $100/month, and after $10K in monthly marketing spend, margins sit at roughly 50%.
Game apps keep users engaged long enough for ads to pay off. Tool apps don't — so if you're building a utility, ads are almost always the wrong call and subscriptions are your only real lever.
Inside SEO Bot, a single button labelled 'Boost My Domain Rating' routes users directly to Listing Bot. That one interaction converts a user of one tool into a user of two — without any marketing cost.
Directory listings are a powerful but underrated growth channel — but only if your product is genuinely interesting enough to earn the click. AI products have a natural advantage here because they're easy to package in a compelling, clickable way.
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