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Moving the Mean Toward the Known Good, Not Beyond It: What Inference-Time Interventions and Weight Consolidation Buy in Open-Ended Generation

arXiv cs.CL · 2026-09-01 Cached

This paper investigates the effects of inference-time interventions and weight consolidation on open-ended AI generation, finding that training on value-filtered candidates improves mean quality but does not exceed classic heuristic performance.

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