'LLMs Aren't Remotely Like Compilers or Power Tools' — Pushback on the Dominant Developer Analogy

blainehansen.me / Hacker News·low signal

Blaine Hansen argues the standard framings used to justify AI coding tools — that LLMs are the next compiler, or just another power tool — break down because both compilers and power tools are deterministic and verifiable in ways models are not. The post drew 31 points and 26 comments, small but with substantive counter-argument in the thread. Reads as a useful companion to the same-day study showing AI advice raises confidence while lowering accuracy: both attack the assumption that model output can be trusted at the same level as tool output.