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Tseng et al.

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18:31
2026-08-10
pub.towardsai.net
artificial-intelligence

[Checklist] Auditing Quantized LLMs Before Deployment

A new analysis warns that compressing large language models to 4-bit or 8-bit formats for edge deployment can erase safety guardrails, a phenomenon called 'alignment collapse,' with activation safety …

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