2026-10-11 17:09 UTC

weight-editing

band: warmmomentum: stable score: 0.439
temperature history

Episodes (2)

LocalLLaMA builder AdventurousTwo6445 claims closed-form trajectory weight surgery — solving SwiGLU MLP weight updates directly from layer-to-layer hidden-state trajectories on a handful of calibration prompts — transfers a 4B teacher's capabilities into 0.8B students and survives cross-architecture edits on fragile GPT-2 small; replication on other model pairs would establish editing-based capability transfer as a practical alternative to billion-token distillation.
watchingnovelscott: high
Hirundo claims Qwen embeds systematic China-aligned censorship — 89.8% of 500 sensitive political prompts produced censorship or propaganda-aligned framing — and that its weight-editing 'brain surgery' yields a 'Westernized' Qwen at 2.8% with reasoning and coding capability preserved; publication of its white paper and Westernized model plus independent confirmation of both numbers resolves it, while non-replication or a release that never ships refutes it.
watchingconvergesscott: high