LLMs & Texto
Papers, modelos e datasets em alta no Hugging Face, além do blog oficial — com leitura editorial em português.
mimalloc: A new, high-performance, scalable memory allocator for the modern era
mimalloc is an open-source, modern, scalable memory allocator that is a drop-in replacement for malloc and free. It is relatively small (~12K lines), with clear internal data structures, and is easy to build and integrate into other projects. It provides bounded worst-case allocation times (up to OS primitives), bounded space overhead, low internal fragmentation, and minimal contention by relying almost exclusively on atomic operations. The post mimalloc: A new, high-performance, scalable memory...
WithinUsAI/GPT_5.5_Distilled
Dataset em destaque no Hugging Face — 776 downloads.
Co-Scientist: A multi-agent AI partner to accelerate research
Introducing Co-Scientist, a collaborative AI partner built with Gemini to help researchers accelerate scientific breakthroughs.
Building Blocks for Foundation Model Training and Inference on AWS
SocialReasoning-Bench: Measuring whether AI agents act in users’ best interests
Using SocialReasoning Bench, we observed a stable pattern across models—agents execute competently, but fail to consistently improve the user’s position, even with explicit instructions to optimize for user interest. The post SocialReasoning-Bench: Measuring whether AI agents act in users’ best interests appeared first on Microsoft Research .
Adaptive Parallel Reasoning: The Next Paradigm in Efficient Inference Scaling
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vLLM V0 to V1: Correctness Before Corrections in RL
AlphaEvolve: How our Gemini-powered coding agent is scaling impact across fields
Explore how AlphaEvolve's Gemini-powered algorithms are driving impact across business, infrastructure, and science.
angrygiraffe/claude-opus-4.6-4.7-reasoning-8.7k
Dataset em destaque no Hugging Face — 10.4 mil downloads. Background Ended up with some tokens to burn on a Claude Max plan.
Catalyzing scientific impact through global partnerships and open resources
Data Mining & Modeling
Enabling a new model for healthcare with AI co-clinician
Researching the path to AI-augmented care and development of an AI co-clinician.