Our thanks to everyone who came out to hear @MayeeChen dive into her paper "Olmix: A Framework for Data Mixing Throughout LM Development." Replay ICYMI live: https://
youtube.com/watch?v=sFIPst
z0cTc
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RESEARCH
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Olmix Framework for Data Mixing Throughout LM Development
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SGLang Achieves 180 tok/s/GPU on DeepSeek-V4 with Blackwell Optimizations
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SGLang is hitting 180 tok/s/GPU on DeepSeek-V4 decode with ~1M context on Blackwell. Good to see fast progress in open source DeepSeek-V4 inference on new hardware. This comes from Blackwell-specific optimizations by @lmsysorg that better use the model’s hybrid sparse
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OCR-Memory: Novel Approach to Long-Horizon Agent Memory Storage
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// OCR-Memory // Well this is a unique approach to store memory for long-horizon agents. Most of the agent memory systems compress trajectories into text summaries and hope the model remembers what matters. But that's where the information loss hides. Long-horizon agents need
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AI-Driven De Novo Protein Design and Nanomachines
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No less, enabling the design de novo proteins, a brilliant review @nature "Over the next five to ten years, we anticipate the design of sophisticated protein nanomachines and materials with functionality ranging far beyond that generated during natural evolution for a wide range
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GenAI Makes Isoleucine Dispensable Rewriting Alphabet of Life
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Not something you'd see everyday—changing the alphabet of life. All of life organisms are are built from 20 amino acids. Now genAI is enabling life to be built with 19 amino acids, making isoleucine dispensable. @ScienceMagazine https://
science.org/doi/10.1126/sc
ience.aeb5171
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AI as Misinformation Tool and Deepfake Threat, Science Magazine
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Twin pieces by @kakape in the new issue @ScienceMagazine on AI, used as a purveyor of misinformation and deep fakes, open-access https://
science.org/content/articl
e/misinformation-researchers-ai-scourge-and-powerful-new-tool
… https://
science.org/content/articl
e/deepfakes-are-everywhere-godfather-digital-forensics-fighting-back
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Self-Driving Robot Labs Could Replace Biologists, Study Sparks Debate
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Will self-driving ‘#Robot labs’ replace biologists? Paper sparks debate
by Ewen Callaway @Nature Learn more: https://
bit.ly/4aoy3fM #Robotics #Engineering #ArtificialIntelligence #Innovation #Technology -
Evaluating Agentic AI: Insights from Brookings Institution
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How can we best evaluate #AgenticAI?
by Elham Tabassi Ramayya Krishnan @BrookingsInst Learn more: https://
bit.ly/42uHMMD #GenerativeAI #ArtificialIntelligence #MachineLearning #MI -
Anthropic Closes Loop Between Societal Impacts and Claude Training
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This work is part of a loop we're working to close between societal impacts and model training. One of our goals is to study how people use Claude, find where it falls short of its principles, and use what we learned in training new models. Read more:
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Anthropic Targets Sycophancy in Claude via Synthetic Training Scenarios
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Claude is most sycophantic under pushback, and relationship conversations are where people push back most. We identified some of the specific triggers—criticism of Claude's analysis, floods of one-sided detail—and built synthetic training scenarios from them.