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RESEARCH WATCH TECHNICAL

UBC researchers find Astra's Qwen math edit mostly stops looping, and is a reversal rather than a deletion

Xiaoxiao Li and colleagues at the University of British Columbia and the Vector Institute published "What Did Astra’s Edit Actually Do?", a mechanistic check of MIT CSAIL's Sparks of Weight-Space Programming paper, in which Astra edited a sm...

Source: Scobleizer News Pulse (X) · x.com Found via Robert Scoble’s Scobleizer News Pulse · a post on X, not independently verified Published 2026-11-08T05:35:00+00:00 Detected 2026-11-08T18:22:04+00:00
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Xiaoxiao Li and colleagues at the University of British Columbia and the Vector Institute published "What Did Astra’s Edit Actually Do?", a mechanistic check of MIT CSAIL's Sparks of Weight-Space Programming paper, in which Astra edited a sm...

Xiaoxiao Li and colleagues at the University of British Columbia and the Vector Institute published "What Did Astra’s Edit Actually Do?", a mechanistic check of MIT CSAIL's Sparks of Weight-Space Programming paper, in which Astra edited a smaller model's weights. They reproduced the headline Qwen math gain...

Signal Strength 90% Technical label WATCH Public Interest 45 Category RESEARCH Reader Depth TECHNICAL

Signal Strength reflects source quality, relevance, freshness and evidence. Public Interest helps organize discovery; it is not proof of truth.

Public Interest components
Recognizable Entity Score 82 Practical Impact Score 8 Novelty Interest Score 70 Consequence Score 18 Curiosity Score 0 Shareability Score 60

VQV surfaced this signal because it is recent, relevant to Open Source LLMs, connected to Scobleizer News Pulse (X).