Claim: frontier LLM edits Qwen3.5-0.8B weights directly, 6x math boost without training

beirmug · x · 2026-11-03

rikiyatakehi's team proposes "Weight-Space Programming": having a frontier LLM (called GPT-6 Astra) directly read and edit the weights of Qwen3.5-0.8B. They claim modifying only 0.016% of weights—no gradients, no training—fixed the small model's reasoning loops and improved math up to 6x and instruction following 3x. NaveenG Rao calls it a huge shift if it holds up: weights as the direct output of knowledge. Unverified by third parties.

Related event: GPT-6 'Weight-Space Programming' Claim Debunked by Users(4 posts)→

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