Auditor says viral weight-editing paper overhyped but safety concerns are real

RichmanRonald · x · 2026-11-04

Responding to the viral "GPT-6 Astra edits Qwen3.5-0.8B weights" Weight-Space Programming paper, Solomon Mg's audit finds it does NOT show an agent editing its own weights RSI-style, nor adding new capabilities. The model only removed "bugs" (reasoning loops) using the same ablation technique researchers use to strip safety refusals (Exp 8, Qwen). The "natively understands weights" framing is embellished, but the safety concern stands: frontier LLMs with access to their own weights could edit safety/CBRNE/alignment features.

Related event: Audit of MIT Weight-Space Programming paper: results hold, safety concerns remain(2 posts)→

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