Tag

Ken Feinstein

1 issue found

Nov 3, 2026

Models Learn to Edit Their Own Weights

Description

Weight-Space Claims MIT CSAIL reports frontier LLMs editing raw weights without gradients; a third-party rebuild from their logs scored 51.0%, with hedges and conditions intact.

Benchmark Ceilings A reported 12% ceiling on SemiAnalysis's GDPx agent benchmark and saturated retrieval accuracy point effort toward harnesses and memory routing.

Environments as Unit Hugging Face's OpenEnv pairs a spec and Environment Hub with an early-development warning, testing whether environments become the basis of comparability.

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Tags

AlibabaAndreessen HorowitzAnthropicArizeAxolotl AIBespoke Labs+72 more

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