News Score: Score the News, Sort the News, Rewrite the Headlines

Why AI writing is so generic, boring, and dangerous: Semantic ablation

opinion Just as the community adopted the term "hallucination" to describe additive errors, we must now codify its far more insidious counterpart: semantic ablation. Semantic ablation is the algorithmic erosion of high-entropy information. Technically, it is not a "bug" but a structural byproduct of greedy decoding and RLHF (reinforcement learning from human feedback). During "refinement," the model gravitates toward the center of the Gaussian distribution, discarding "tail" data – the rare, pre...

Read more at theregister.com

© News Score  score the news, sort the news, rewrite the headlines