Answers You Can Act On — Six Fixes for Today's LLMs

Six problems with today's language-model pipelines — almost-right answers, output your code can't trust, confidence you can't audit, made-up facts, inputs that talk the model into anything, bills that don't add up — and the fixes the industry uses now: how they work, where they stop, what's next.