If anyone has a better idea for posting latex equations on X, please let me know
@nandodf
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Understanding AI Model Performance Through Ablation Studies
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It would be nice to see ablations to understand when this breaks and when it excels potentially
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Consensus Methods for Variance Reduction in LLMs
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The interesting question is why and when would this work? Intuitively this looks like variance reduction in a setup where variance dominates bias because the LLM has very high capacity. So consensus makes sense. Thoughts @roydanroy @ArnaudDoucet1 ?? It has vibes of online
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One-Step RL with Policy Gradients and Majority Voting
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From a quick look, this is 1-step RL using policy gradients to regress towards the majority voter using 0-1 loss.
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AI Apps Transform Healthcare and Mental Health Exploration
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I wholeheartedly agree. ChatGPT, Claude, Copilot, Gemini and other similar apps are amazing to help one understand complex healthcare questions. Also great for mental health exploration. ChatGPT charted a very positive path for AI and humanity.
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RL, Attention, and Bayesianism Alone Insufficient for AI Progress
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RL is not all you need, nor attention nor Bayesianism nor free energy minimisation, nor an age of first person experience. Such statements are propaganda. You need thousands of people working hard on data pipelines, scaling infrastructure, HPC, apps with feedback to drive
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Recommended Conversation About AI with OpenAI’s Sam Altman
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Recommended conversation about AI with @sama https://blog.ted.com/whats-next-for-ai-a-conversation-with-openais-sam-altman-live-at-ted2025/ …
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Gratitude for Gradio’s productivity improvements in AI workflows
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Congratulations @Gradio. You made me much more productive in my AI workflows. https://t.co/kEOWBIncYC
— Nando de Freitas (@NandoDF) 10 avril 2025Congratulations @Gradio
. You made me much more productive in my AI workflows. -
European AI Regulation Disadvantages Startups Against Foreign Corporations
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I agree with you. European AI regulation puts European startups at a huge disadvantage against foreign corporations.
