Records found: 5
CMU researchers present PPP and UserVille, a multiobjective RL framework and interactive environment that teach LLM agents when to ask clarifying questions and how to adapt to user preferences, significantly improving productivity, proactivity, and personalization on benchmark tasks.
'Alibaba released Qwen3-Max, a 1T+ Mixture-of-Experts model with a production-ready thinking mode and notable day-one wins on coding and agentic benchmarks. Model Studio and Qwen Chat provide immediate access, with thinking runs requiring streaming output.'
Explore the comprehensive 2025 benchmarks and metrics evaluating top coding large language models, highlighting key performers like OpenAI, Gemini, and Anthropic in real-world developer scenarios.
Mistral AI has launched Devstral 2507 series, featuring Devstral Small 1.1 and Devstral Medium 2507 models optimized for code reasoning and automation, balancing performance and cost for developer tools.
New research shows that powerful long-context language models can reach 50.8% accuracy on the SWE-Bench software engineering benchmark without relying on complex tool scaffolding, simplifying LM agent design.