Artificial Intelligence / AI 0570 · Atom · ~20 seconds
No Refuge in Simplicity
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State
Even simplicity is representation-relative — a short rule in one feature vocabulary is a monster in another, so "prefer the simple" is itself a bet about the encoding.
Show
The same world re-described flips which rules look short; the preference travels with the vocabulary, not the truth.
Watch for
There is no assumption-free learner to retreat to — only bets stated and bets hidden.
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Unlocks
- Nothing yet depends on this.