AI assistants are confident about assembly and wrong in specific, repeatable ways. Here's a mechanical gate (assemble → disassemble → compare bytes) that catches the real failures.
You can't trust assembly an AI wrote. Here's the 3-command gate.
Related
Stop trusting LLM 'hallucinated success'
Moving beyond probabilistic AI outcomes towards deterministic verification using MCP servers.
A Generated SQL Query Got Faster by Returning Fewer Rows. Test That Before You Merge It
Have you ever watched a generated SQL refactor run faster and assumed it must be correct? That...
A Free Model vs 30 Security Advisory Records: An Accuracy Test You Can Rerun
A single wrong severity label can push a bad dependency upgrade into production. An advisory said...