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leiden_hybrid_concepts
label: sonnet
community:leiden_hybrid_concepts-run2-c117Self-correcting search optimization
Iterative error-correction in search achieves ~4.6x improvement in viable candidate success rates.
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Claims (2)
- Self-correcting search improves viable candidate success rate from 6.5% to ~30% (4.6x improvement)Interpretive claim that the method dramatically boosts success rate over the MatterGen baseline.
- Self-correcting search is Pareto-optimal across tested conditioning strengths.Asserts that the method maintains efficiency across a range of constraint strengths without degradation.