Underrated outcome of @AnthropicAI Claude having up to 1m token context length with ~perfect recall: Claude can now confidently handle >250 tools!! When OpenAI fn calling first came out I think it was @simonw who called out that we needed "deep" functions bc of the context
@swyx
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Emergence in AI Models: Beyond Questionable Titles and Rigorous Evaluation
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the title of the post overreaches with the question mark as cop out . even the mirage paper acknowledges that some abilities do emerge even after a more rigorous rewrite of evals to be more linear. i dont think anybody seriously thinks emergence completely doesnt exist
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Assessing LLM Brain Damage: Rapid Evaluation Methods
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how do you assess brain damage of an llm this quickly?
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Suno is Just the Beginning of 2024 AI Music Revolution
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u would not believe what i just previewed today. suno is just the start of this year in ai music
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Statistical Literacy Requires Priors and Baselines for JSON Mode
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you need priors and baselines to be statistically literate. i expected json mode to be <half of fn calling, esp since fn calling is more than twice as old.
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Measuring Astral’s Impact on Global Energy Consumption
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we are going to measure Astral's impact in terms of % global energy consumption
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JSON Mode Outperforms Function Calling in Large Sample Study
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sample size n>2000, json mode beat out function calling! completely unexpected and in fact changed how i think about the tradeoffs. recirculating bc poll concluded
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Search Engines and LLMs Unable to Index Complete Content
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actually worse because now search engines and llms are guaranteed to not index everything
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Text to Music AI Experiencing Major Breakthrough Year
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text to music is having its dall-e moment this year somehow the musicians are embracing it much more than the artists
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O1 Visa Category Eligibility for Accomplished Professionals
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could it be the wrong category? if you’re accomplished at all you should qualify for O1