Research · Updated 16 Oct, 09:30 am IST
Agent grows its own DSL to answer exact questions without oracles
Why it matters for readers: It demonstrates an AI that invents new functions and only keeps them when independently verified, so its answers stay exact.
- A single frozen model runs two nested loops: an inner loop that answers questions when two independent expressions agree, and an outer loop that authors and admits new operators.1
- Admission of new operators requires an independent second implementation to agree and a conservation-law check, enabling growth without ground-truth answers or external oracles.1
- The inner loop roughly triples the set of answerable questions from the starting DSL.1
- The admission rule rejected 138 of 138 buggy operator variants under an independent reference, while common heuristics like self-consistency or compression would admit most of them.1
- The same unmodified mechanism self-extended on at least two further, unrelated domains according to the experiments reported.1
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