Seriously?! It seems like a new version of DeepSeek is about to drop soon. A V3, not R2. According to leaks, it could be on par with GPT-4.5—this would make it the best model available! I can't wait to see. I'll keep you updated as soon as I get more info.
LLMS
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Deterministic Algorithms for LLM Sampling Beyond Stochasticity
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The LLM parrots need not be stochastic. Long weekend thought motivated by a posting by @balazskegl : A few years ago @yutianc and @wellingmax introduced me to herding. It is a dynamical systems (deterministic) algorithm for producing samples for a multinomial discrete
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LLMs and Humans Trade Compression for Meaning Analysis
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From Tokens to Thoughts: How LLMs and Humans Trade Compression for Meaning
Paper: https://
arxiv.org/pdf/2505.17117
v1.pdf
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How LLMs Organize Concepts Differently from Human Brains
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Do LLMs Think Like Humans? New Study Says Not Quite This paper dives into a fascinating question:
Do Large Language Models organize concepts the way humans do?
Spoiler: They don’t—at least not yet. Humans use semantic compression—they categorize by balancing expressive -
State of the Art Evaluation in Code Generation
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A pretty accurate eval of the state of the art in code generation I think we’ve all been there
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Is Grok 3.5 Finally Around the Corner?
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Bon, est-ce que Grok 3.5 serait enfin dans les parages ? Après tant d'annonces qui n'ont pas aboutit, plus rien n'est sur.
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Subscribe to Weekly AI Engineering Tutorials on ML and LLMs
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If you're interested in ML, LLMs, and AI Agents and want to receive tutorials every week, subscribe to AI Engineering (for free):
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Beyond LLMs: AI’s Role in Scientific Discovery
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In a recent interview I talk about what it takes for AI to make new scientific discoveries. tldr: it won’t be just LLMs.
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Comparative Bias Analysis Datasets for Popular Chatbots
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Would be useful to have similar datasets for GPT, Claude, Grok, and most of the popular chatbots to better analyze how biased they are