Trask: "A bag of mental models" is a neat frame for AI's big problems
iamtrask · x · 2026-08-19
Andrew Trask offers a meta-framework: think of AI as "a bag of mental models," and its problems become apples in the bag:
- Value alignment: some bad apples in the bag
- Hallucination: the bag is incomplete or you can't recall the right model when needed
- Data poisoning: someone slipped a bad apple in
- Disinformation: combining models that don't describe reality
- Bias: the bag comes mostly from one group of minds
- Copyright: a few apples are owned by someone else
- Job displacement: keep your job's models out of others' bags so they keep paying to use yours
- Competition with China: who moves models from fleshy bags to computer bags at greater scale
- Superintelligence: getting the right models in so their combination unlocks new synergies
His kicker: turns out "mental model" is itself a nice mental model.
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