· · Dev.to
Enhancing LLM Transparency: The Evidence-Based Security Framework
Every "AI security analyst" I tried had the same flaw: a correct verdict and a confident-but-wrong one are indistinguishable on screen. In security that's not a UX nit — it's the whole problem. So I built USAP around a single rule, and this post is about that rule and three things that fell out of i
#llm transparency#ai security#india tech#explainable ai#cybersecurity