TLDR Tech / Marketing
Checking an LLM's work is a systemic, not an individual, problem
LLMs increase output speed but weaken problem definition when teams skip critique and rely on AI-generated prototypes. Tools like ChatGPT spread quickly because they fit workflows that reward speed and visible activity instead of real progress. AI can generate code or designs in seconds, but the output is statistically average and cannot signal when it fails. Humans must review every result, and constant checking increases mental fatigue and burnout. The typical AI prototype workflow lacks a structured design critique, where people question the purpose of a design, examine why decisions were made, and test whether the solution actually solves the user's problem.
Read the full story