Topic

AI Failure

A collection of 4 posts

How Internal Certainty Drives Confident, Yet Flawed, Systemic Actions

AI "belief" isn't consciousness—it's probabilistic certainty + internal consistency without external validation. When wrong premises get high confidence scores, AI systematically reshapes reality to match fiction.

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.

The AI Medical Crisis: When Silicon Valley Gambles with Your Life

AI systems confidently diagnose sick children with zero medical training. Silicon Valley gambles lives on unreliable AI—parents and patients pay the ultimate price.

Case Study: The Recipe Mapper Incident

Real-world Claude 4 failure: Missing 33% of database fields (12/36) caused 100% recipe generation failure. Human intervention required after multiple AI "fix" attempts.