Papers arxiv:2605.09063 Soohak: A Mathematician-Curated Benchmark for Evaluating Research-level Math Capabilities of LLMs Published on May 9 Submitted by GUIJIN SON on May 12 2 Paper of the day EleutherAI Authors: , Seungone Kim , Catherine Arnett , Hyunwoo Ko , , , , , , , , Sang Park , , , Seungy… …
… Sign in to your XDA account As much as I adore my local LLMs, they can’t hold a candle to the reasoning capabilities of their cloud counterparts, and for good reason. …
… AI-generated summary Instruction following is a fundamental capability of large language models LLMs , yet continuously improving this capability remains challenging. …
… Switching between LLMs lets you harness their unique capabilities If I were to stick to a specific model family, I’d be significantly bottlenecking the potential of my local LLM servers. So, I tend to use a bunch of LLMs in my workflow, and cycle between them depending on my needs. …
… We then examine learning to collaborate, addressing the training of routing policies and the development of cooperative capabilities among LLMs. …
… As explained in this post, the latest TensorRT Edge-LLM release delivers a significant expansion in fundamental capabilities for NVIDIA DRIVE AGX Thor and NVIDIA Jetson Thor platforms. …
… Spack developers found that using LLMs for writing packages was quite possible given sufficient context and structure provided to the large language model, or as one of the slides in the presentation put it: " LLMs are capable; they need structured guidance to perform reliably ." LLMs can be a time… …
… And that's also why the local LLM helps. Claude Code already has a switch between Opus, Sonnet, and Haiku, and setting up an Anthropic API-capable local LLM slots in as a fourth. …
… AI-generated summary Does a lexical retriever suffice as large language models LLMs become more capable in an agentic loop ? This question naturally arises when building deep research systems. We revisit it by pairing BM25 with frontier LLMs that have better reasoning and tool-use abilities. …
… It's not been six months since orchestrators for Claude and other LLMs started taking over GitHub, but that's a long time in frontier model time, and the LLMs have gotten exponentially better since. …
