· Amit Kothari · AI
Few-shot learning: common challenges with this technique
Bad examples teach AI boundaries better than good ones. Testing hundreds of few-shot prompts in production reveals why negative examples consistently improve AI performance by showing what not to do - the key is teaching systems what to avoid, not just what to do.