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 โฆ