Best of AIModels.fyi — August 2024

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   Article

   AIModels.fyi·2y

   🥇Top ML papers of the week

   Discover the top trending machine learning papers from Aug 23 to Aug 30, as featured by AIModels.fyi. Highlights include a novel method for zero- and few-shot biomedical named entity recognition using transformers, OBatcher for simplifying batch-parallel data structures in OCaml, a guide to avoiding ML research pitfalls, a new data quality metric called the diversity coefficient, and insights into GPU-to-GPU communication in supercomputers.

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   Article

   AIModels.fyi·2y

   The GPT store is stupid and dead

   The GPT store's concept of selling prompts has faltered due to the 'output2prompt' technique, which can reverse-engineer prompts from AI outputs. This vulnerability highlights the challenges in AI business models, intellectual property, and security. Future AI applications may shift towards dynamic prompting and unique data sets to maintain competitive advantages.

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