The latest trends in AI suggest that more data doesn’t guarantee better generative AI models. Pretrained models learn general patterns from large datasets, but they don’t inherently understand what quality or helpfulness means in a specific field. The right expertise, however, can transform a generic model into a specialized, high-performing system in record time. RLHF is one of the most effective LLM optimization techniques that allows humans (domain experts) to rate, rank, or demonstrate model outputs.

The latest trends in AI suggest that more data doesn’t guarantee better generative AI models. Pretrained models learn general patterns from large datasets, but they don’t inherently understand what quality or helpfulness means in a specific field. The right expertise, however, can transform a generic model into a specialized, high-performing system in record time. RLHF is one of the most effective LLM optimization techniques that allows humans (domain experts) to rate, rank, or demonstrate model outputs.

YouTube video by Cogito Tech