周日
2026年10月25日 · 当日重点资讯
从当日各领域资讯中筛出，说明为什么重要、证据在哪里。
- 1一手来源发布，3 个信源报道一手来源
【开源发布】llama.cpp v4.1
llama.cpp（ggml-org/llama.cpp）发布 v4.1。更新说明：model : add DeepSeek-V4.1-Flash (deepseek41) deepseek41 : remove MXFP8, convert the Engram table to BF16 deepseek41 : compute the compressed-KV read layers once in the cache deepseek41 : use get_cells() for the shared-history check, drop llama_kv_cache::seq_
- 2一手来源发布一手来源
【论文】Continual Learning Exam: Benchmarking Long-Horizon RSI and Experiential Learning in LLM Agents
arXiv 2610.33956 · 26 人推荐 · 附代码 haoyu-zhao/Continual-Learning-Exam（2 stars）。Continual learning is the ability of LLM agents to improve over time by acquiring, refining, and applying knowledge from experience while retaining useful prior knowledge. It is essential for agents learning over long time h
- 3今日高质量新变化单一来源
播客：Kimi K3.1 Pro、赛博现实与 Muse 思考
Nathan 和 Florian 讨论了 AI 领域的复杂权衡与紧迫问题
- 4一手来源发布一手来源
【论文】InteractiveWorld: A Verifiable Human-Centric Environment for Building Better Interactive MLLM Assistants
arXiv 2610.33966 · 28 人推荐 · 附代码 facebookresearch/InteractiveWorld（6 stars）。People have long dreamed of an assistant that is always there to guide them and remind what they forget, from new dishes to lost keys. Powered by multimodal large language models (MLLMs), egocentric AI assistants on wearable
- 5一手来源发布一手来源
【论文】Spatial Audio Generation and Editing with Executable Plans and Self-Distilling Transfusion
arXiv 2610.34415 · 27 人推荐 · 附代码 WJM-George/AMBIT。Spatial audio authoring coordinates source decisions with soundfield synthesis. For editing, plans specify what to change and retain, while reference audio supplies further acoustic detail. We present AMBIT, a unified framework for native First-Order