#BulletProofAI

2026-02-02

#ChatGTP
#Hallucinations
#Truth
#Queries
#BulletProofAI
#AccuracyPotocol

ChatGPT very confidently gives me obviously incorrect answers in maybe 5% of my queries.

We just had a session on how to keep it honest.

The magic: “Accuracy protocol active: classify lookup vs analysis, verify lookup claims, cite sources, label inference.”

⸻⸻
ChatGTP:

This is not theory. This is a field guide.

LLM Truth Safety Checklist

Use this whenever you want reliability > speed.

P1

Client Info

Server: https://mastodon.social
Version: 2025.07
Repository: https://github.com/cyevgeniy/lmst