Primary Work PageFriedman2026DeterministicTestbedSelfOrganizing151
DOI / Source10.5281/zenodo.20533669
Folderpapers/2026_DeterministicTestbedSelf/
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Recent work on AutoScientists coordinates self-organizing teams of language-model agents through a small set of shared mechanisms: a champion-and-experiment-log shared state, a registry of retired dead-end directions, effect-size ranking of candidate directions, noise-band confirmation of claimed improvements, and stagnation-driven reorganization of teams. This exemplar provides a deterministic, ...
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- Friedman_2026_Deterministic_0af39137.pdf 272,072 bytes
- Friedman_2026_Deterministic_972bc4e0.pdf 272,080 bytes
- Friedman_2026_Deterministic_a7f202bb.pdf 270,230 bytes
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