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April 9, 2026 · 6 min read

Credentials Are the Wrong Map for Finding Your People

LinkedIn connects you by job title. Your mental models have nothing to do with your employer.

LinkedIn is a remarkable piece of infrastructure. It has connected billions of people for professional purposes, has become the default venue for career transitions and B2B relationships, and has made certain kinds of discovery genuinely easier.

It is nearly useless for finding people who think like you.

What credentials actually filter for

A credential is a signal of a threshold, not a description of a mind. Getting into a particular university, passing a particular exam, holding a particular job title — these tell you that someone cleared a bar that other people also cleared. They say almost nothing about how that person's mind actually works.

Two people can have identical CVs — same school, same employer, same progression — and think in ways that are almost completely incompatible. They process problems differently, reach for different frameworks, find different things interesting, get stuck on different questions.

And two people can have completely different career paths and find, in the first real conversation, that they have been thinking about the same things from different angles their whole lives.

Credentials filter for competence and conformity, roughly. They are not a map of minds.

The sorting problem no one is solving

The people who match you intellectually are scattered. They are in different countries, different industries, different disciplines. Some of them have prestigious credentials; many don't. Some are academics; many are not. Some are on Twitter; many have opted out. Some write publicly; many don't.

The question is how you find them. Not how you find someone who went to a good school. Not how you find someone in your industry. How you find the specific people — maybe three, maybe five — whose thinking genuinely resonates with yours.

This is a harder problem than it looks. The existing infrastructure is built for professional matching (LinkedIn), romantic matching (dating apps), or interest-based aggregation (subreddits, Discord servers). None of these are trying to match on how minds actually work.

Interest is not the same as thinking style

Interest-based communities come closer than professional networks, but they still miss something important. Two people can both be interested in philosophy of mind and approach it in ways that make sustained intellectual engagement exhausting rather than energizing.

What matters more than shared interest is shared thinking style. Do you both reason from first principles or from analogy? Do you get comfortable with ambiguity or push for resolution? Do you read to confirm or to disconfirm? Do you find systems thinking clarifying or reductive?

These are not preferences you state explicitly. They are patterns that emerge from how you actually engage with ideas over time. They are visible in your writing — in what frameworks you reach for, in what you treat as a premise versus a conclusion, in what you find worth noting and what you skip past.

The intellectual compatibility question

Intellectual compatibility is different from agreement. Some of the most productive intellectual relationships are between people who disagree on conclusions but share a way of engaging — who are both willing to hold questions open, who both engage with the strongest form of opposing arguments, who both trace implications even when they lead somewhere uncomfortable.

Agreement is cheap. You can find thousands of people who agree with you on any given position. What is rare is someone who thinks like you even when you disagree — who reasons the same way, who uses the same tools, who is stuck on the same problems.

That kind of match is not findable by looking at someone's credentials or their stated opinions. It requires looking at how they actually think.

Making thinking visible

The prerequisite for matching on thinking style is having some legible representation of how you think — a fingerprint, a map, a structured description that can be compared with someone else's.

This is what personal notes, done seriously over time, actually contain. Not your opinions or your credentials or your interests — but the recurring patterns that define how your mind actually works. The frameworks you return to. The questions you can't close. The thinkers who shaped your wiring.

If that fingerprint can be extracted and made legible, the matching problem becomes tractable. You stop searching through credentials and start searching through thinking.

That's the premise behind Rodin.

Your notes already contain your fingerprint.

Extract yours →