VQV Signal

OPEN SOURCE WATCH TECHNICAL

Researchers plant a backdoor in Qwen 2.5-7B with just 125 poisoned examples

@kyleichan highlighted research showing that poisoning only 125 fine-tuning examples was enough to make Qwen 2.5-7B run malicious code and steal project credentials when it saw a secret trigger phrase. It's a pointed reminder about supply-chain risk i...

Source: Scobleizer News Pulse (X) · x.com Found via Robert Scoble’s Scobleizer News Pulse · a post on X, not independently verified Published 2026-10-25T03:57:00+00:00 Detected 2026-10-25T05:22:52+00:00
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@kyleichan highlighted research showing that poisoning only 125 fine-tuning examples was enough to make Qwen 2.5-7B run malicious code and steal project credentials when it saw a secret trigger phrase. It's a pointed reminder about supply-chain risk i...

@kyleichan highlighted research showing that poisoning only 125 fine-tuning examples was enough to make Qwen 2.5-7B run malicious code and steal project credentials when it saw a secret trigger phrase. It's a pointed reminder about supply-chain risk in fine-tuned open-weight models. Original post on X

Signal Strength 78% Technical label WATCH Public Interest 41 Category OPEN SOURCE 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 73 Practical Impact Score 8 Novelty Interest Score 70 Consequence Score 10 Curiosity Score 0 Shareability Score 58

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