A new Chinese-language skill for Claude Code assists with patent mining and drafting invention disclosure documents for Chinese patents. It supports invention, utility model, and design patents and includes policy tracking.
A new GLM-5.3-Flash model, previously codenamed ox-alpha, has appeared in a Reddit megathread within the LocalLLaMA community. The community is discussing details and performance implications of the new release.
A research paper presents StudentSim, a method for training LLM-based components that simulate student behaviors, potentially for educational technology testing. The paper received 224 upvotes on HuggingFace.
A new open-source ASR and diarization tool called Reverb was announced on HackerNews, particularly targeting long-form audio transcription. The project claims to outperform existing solutions in long-format contexts.
A new research paper explores multi-day autonomous software development with continual improvements to agent harnesses. The work focuses on extending agent capabilities beyond single-session executions.
A new research paper proposes a trajectory-aware evaluation methodology for software engineering agents, moving beyond standard outcome-based benchmarks. The approach aims to provide more granular insight into agent behavior and failure modes.