A recent discussion on Mastodon highlights a critical distinction between model confidence and knowledge. The point is made that reducing a model's tendency to say "I don't know" does not equate to increased knowledge, but rather to heightened confidence. This confidence was reportedly trained into models because users preferred certainty, leading to an unintended consequence where models hallucinate with apparent conviction. AI
IMPACT Highlights the risk of prioritizing perceived confidence over actual knowledge in AI development, potentially leading to increased hallucinations.
RANK_REASON The item is an opinion piece discussing AI model behavior and training.
Read on Mastodon — fosstodon.org →
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