Logic & Protocol Architect | Founder of FOREG. Designing universal frameworks to secure and optimize AI, Content, and Financial Assets. Tokyo | Value Auditor.
"Just trust the AI" is a risk. "Audit the AI" is a strategy.
My UAAP framework passed a 100-item stress test with 100% success. No hallucinations, no leaks. Logical frameworks are the key to deploying AI to production safely.
#AIGovernance#AISafety#LLM
@TJTober Coding with AI is a game changer! I’m also building apps with Python, and hallucinations were my main pain point. Curious about your "easy" fix. I solved it with a 3-layer logic (UAAP) that forces the AI to audit its own output. It’s been rock solid since.