Why AI's next era needs a personal intelligence layer
Every service that rebuilds a person's context creates another dependency. A persistent layer removes the need to rebuild it at all.
Read the article →The answer has always been you, and it has always been useless, because the data was scattered across forty services. What changed is that it is now worth assembling.
By Prifina
It is a decent pub question. Who holds more data about you than the large platforms?
The answer is you. It always has been. You hold the health records, the bank history, the photos, the correspondence, the documents, the years of work product. Any single platform sees a slice.
The answer was also, for twenty years, completely useless.
Three reasons, and they were all real.
So the fact that you held the largest share of data about yourself was a technicality. Platforms held less and got all the value, because they had the ability to use what they had.
The third constraint broke. The capability to read a large, messy, unstructured personal corpus and answer questions from it is now widely available. It no longer requires a data science team.
That flips the calculus. The reason to assemble your own material was previously theoretical. Now assembling it produces something that works: a system that can answer from your entire body of work rather than from whichever fragment a platform happened to capture.
There is a distinction worth being precise about. Platforms collect exhaust: what you clicked, where you were, what you bought. It is valuable in aggregate and nearly worthless per person.
What you hold is different in kind. It is intentional output: the things you wrote, decided, documented and taught. It is worthless in aggregate, because it is specific to you, and highly valuable per person, for the same reason.
Nobody was ever going to build a business on your exhaust except at enormous scale. You can build something useful on your knowledge at a scale of one.
Assembling your material into a system is exactly the moment the ownership question becomes urgent. You are concentrating the most valuable thing you have into one place.
If that place claims rights over it, you have just done the platforms' work for them, more efficiently than they ever managed. If it does not, you have built the first thing that ever made holding your own data actually pay.
That is the whole design brief. Not collect more, but concentrate carefully, under terms that leave the asset yours.
This piece revisits an earlier essay from our Medium archive: Who has more data on you than Facebook, Google or Amazon? (https://medium.com/prifina/who-has-more-data-on-you-than-facebook-google-or-amazon-ee46e4db7104).
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Every service that rebuilds a person's context creates another dependency. A persistent layer removes the need to rebuild it at all.
Read the article →Private by default became a slogan before it became a practice. A working definition, and what it looks like when a product actually implements it.
By Prifina
Read the article →The old answer was a few dollars a year in advertising revenue. AI changed the question: the valuable thing is no longer what you did, but what you know.
By Prifina
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