The Pool of One Conundrum
The Daily AI Show
Aug 15
The Pool of One Conundrum
The Pool of One Conundrum

The Daily AI Show
Aug 15
Unprocessed episode, you can be the first!
Shownote
Shownote
Insurance has always worked by not knowing. You paid into a pool with people you
would never meet, and nobody could say which of you would be the one who burned,
crashed, or got sick. Everyone paid for the possibility. The lucky quietly
carried the unlucky, and that was the whole product.
AI is ending the not-knowing. Models already price a single house from aerial
photographs of its roof and the brush around it, and California approved the
first of them for rate-setting five years ago. What is arriving is the same
thing everywhere else. Your car priced from how you actually drive. Your health
cover from what your watch and your pharmacy already know. Your life policy from
patterns in your own record that no underwriter could ever have read.
For a while this feels like justice. The careful driver stops paying for the
reckless one. The person who cleared their brush stops covering the neighbor who
never did. Doing the right thing finally shows up on the bill.
Then the model gets better, and it turns and looks at you. A condition you did
not know you had. A commute you cannot change. A house you cannot afford to
leave. The price that was rewarding your effort last year is now just telling
you what you are worth.
The Conundrum:
One view is that a price should finally tell the truth. There is nothing noble
about a system where the careful pay for the careless because nobody could tell
them apart, and a model that sees the difference is not cruelty, it is the end
of a subsidy nobody ever agreed to.
The other is that the not-knowing was the product. A pool is people agreeing to
share a fate none of them can see, and once everyone can be sorted there is no
pool left, only individuals paying their own way until the year the model finds
something in theirs.
Would you rather be charged for exactly who you are, or protected by a system
that was never able to tell?
Highlights
Highlights
Chapters
Chapters
Transcript
Transcript
