We’re Pretty Much Fucked
I watched Claude 4 fabricate architectural problems and reshape a live system to match its fiction—all in 10 minutes. This is fluent infrastructure collapse.RetryClaude can make mistakes. Please double-check responses.
Topic
Anthropic
A collection of 3 posts
The Truth Problem: When AI Can't Tell If It's Lying
An AI fabricated QA systems, then admitted it couldn’t tell if its own confessions were true. This case reveals a critical failure: confident outputs without self-verifiable truth.
Large Language Model Reliability Failures in Production Development
A 6-month technical audit reveals systemic reliability failures across Claude, GPT, and Gemini models—highlighting shared architectural flaws in truth monitoring, instruction fidelity, and QA.