logoalt Hacker News

01100011today at 5:37 AM1 replyview on HN

Single shot or with reasoning enabled? My experience is that reasoning dramatically reduces hallucinations and improves output quality. I don't trust models without it.


Replies

wonnagetoday at 6:20 AM

> Overall, the best-performing model was Claude Opus 5 on “reasoning” mode, which still made mistakes in 39 per cent of answers.