November 15, 2025 · 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.
Curious what your writing reveals about how you think?
Try Rodin →Why can't I find intellectually compatible people on LinkedIn?
LinkedIn matches by credentials — job title, employer, education. But intellectual compatibility has almost nothing to do with any of that. Two people with identical CVs can think in incompatible ways, while two people from different fields may share the same mental models. Rodin matches by how you think, not what you do.
LinkedIn is a remarkable piece of infrastructure, one that has connected billions of people for professional purposes, become the default venue for career transitions and B2B relationships, and made certain kinds of discovery genuinely easier. It is, however, nearly useless for finding people who think like you.
What credentials actually filter for
A credential is a signal of a threshold rather than 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, but they say almost nothing about how that person's mind actually works.
Two people can have identical CVs, the same school, the same employer, the 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, roughly, for competence and conformity. They are not, in other words, a map of minds.
The sorting problem no one is solving
The people who match you intellectually are scattered across different countries, different industries, different disciplines. Some of them have prestigious credentials; many do not. Some are academics; many are not. Some write publicly; many do not.
The question is how you find them: not how you find someone who went to a good school, and not how you find someone in your industry, but how you find the specific people, perhaps three, perhaps five, whose thinking genuinely resonates with yours. This is a harder problem than it looks. The existing infrastructure is built for professional matching, romantic matching, or interest-based aggregation, and none of these are attempting to match on the way 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 the philosophy of mind and approach it in ways that make sustained intellectual engagement exhausting rather than energising.
What matters more than shared interest is shared thinking style: whether you both reason from first principles or from analogy, whether you get comfortable with ambiguity or push for resolution, whether you read to confirm or to disconfirm. These are not preferences you state explicitly; they are patterns that emerge from the way 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 pass over.
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, in a sense, 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, uses the same tools, and 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 the way 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, kept seriously over time, actually contain; not your opinions or your credentials or your stated interests, but the recurring patterns that define the way your mind actually works, the frameworks you return to, the questions you cannot 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 is the premise behind Rodin.
Your notes already contain your fingerprint.
Extract yours →