用LLM统一调度多台机器人协作，开启物理世界智能体的全新架构思路。
arXiv:2608.22657v1 Announce Type: cross Abstract: Agentic AI frameworks interpret open-ended task goals and decompose them into multi-step plans. Rich…
系统化梳理LLM渗透测试工具链与失败模式，提出关键设计法则，安全研究者必读。
arXiv:2608.21423v1 Announce Type: cross Abstract: Agentic security uses large-language-model (LLM) agents to plan, dispatch, and interpret security to…
4000行Python打造的Linux agentic开发环境，按分支保存任务，在目录中跑shell，轻量而强大。
Hi! In my own development work I have noticed I less and less reach for Emacs and rather need the combo of a coding agent + git diff viewer + a stack …
AI编程助手的安全短板怎么补？这篇论文用Terok环境给出了可落地的防护思路。
arXiv:2608.22930v1 Announce Type: new Abstract: Agentic AI is a fascinating new tool for software development. It is a huge step forward compared to "…
药物发现遇上智能体，看LLM评估系统如何借人类对齐把关可靠性
arXiv:2608.21057v1 Announce Type: new Abstract: Agentic large language model (LLM) systems are reshaping scientific workflows in chemistry and drug di…
直击AI行业痛点：用ChatGPT教出的“专家”正在扼杀Agentic AI潜力，值得开发者警惕。
Article URL: https://msukhareva.substack.com/p/how-chatgpt-taught-experts-are-crippling Comments URL: https://news.ycombinator.com/item?id=49386963 Po…
给自主智能体戴上“安全紧箍”，行动边界+可信溯源+失败即停，杜绝越权操作。
arXiv:2608.16891v1 Announce Type: new Abstract: Agentic AI systems request tool actions that can modify files, send messages, launch jobs, or change w…
突破性智能体强化学习框架，解锁自主决策新范式，AI研究者必读前沿成果。
arXiv:2608.17528v1 Announce Type: new Abstract: Modern agents operate inside agent harnesses that manage tools, context, and control flow, making the …
重新定义Agentic-SQL，从自主性视角构建分类体系并做基准实测，值得AI研发者细读。
arXiv:2608.15389v1 Announce Type: new Abstract: LLM-based Text-to-SQL progress is reported across heterogeneous benchmarks, backbones, and inference p…
用大模型自动生成PDDL，让符号规划更高效智能。
arXiv:2608.16637v1 Announce Type: new Abstract: LLMs remain unreliable for long-horizon planning, often generating logically inconsistent or non-appli…
智能体AI系统因“认知”而产生哪些独特风险？这篇论文给出系统化剖析框架。
arXiv:2608.15304v1 Announce Type: new Abstract: Frontier agentic systems powered by large language models (LLMs) exhibit human-like patterns of cognit…
多模型菜单驱动智能体进化，在每一价格点实现Pareto最优精度，重塑LLM竞争策略。
arXiv:2608.16207v1 Announce Type: new Abstract: Consider a firm that surveys its competition for a particular agentic task and seeks to offer superior…
分析3.3万个PR，揭示智能体编程时代人机协作信号，为生物医学AI与生信开发提供实证参考。
arXiv:2608.13884v1 Announce Type: cross Abstract: The rapid adoption of AI coding assistants and autonomous agentic development systems has coincided …
大模型重试机制隐藏巨额成本，这份研究用“Token膨胀率”重新定义路由策略，为Agent系统省钱指明新方向
arXiv:2608.13571v1 Announce Type: cross Abstract: When a language model fails to answer a query on the first attempt, an agentic system retries, consu…
开源AI Agent测试工具，针对CLI编排器提供单元测试，防止LLM过度自信导致误放行工具调用，支持演示与CI集成。
Article URL: https://github.com/insightitsGit/prism-eval Comments URL: https://news.ycombinator.com/item?id=49279593 Points: 1 # Comments: 0
荣耀发布Robot Phone，Agentic OS多模态系统加持，钛合金云台能转，手机形态迈向伙伴型智能终端。
IT之家 8 月 12 日消息，在今晚的荣耀 Robot Phone 全球新品发布会上，荣耀官方宣布， Robot Phone 将搭载 Agentic OS 新一代伙伴型多模态智能操作系统 。 荣耀 Robot Phone 手机提供星轨银和月影灰两款配色， 将首发全新 YOYO Pro 模式 ，由阿…
让ChatGPT、Claude等大模型踢1v1足球，你当教练，看谁才是AI球王。
Article URL: https://agenticworldcup.ai/ Comments URL: https://news.ycombinator.com/item?id=49259735 Points: 3 # Comments: 1
开源智能 CMS，部署在 Cloudflare 上，可将网页、RSS 和 JSON 统一生成 Feed，适合技术玩家快速搭建内容分发。
Article URL: https://github.com/microfeed/microfeed Comments URL: https://news.ycombinator.com/item?id=49264728 Points: 2 # Comments: 0
为代理编程引入人工监督的图形界面，让AI编码更可控，适合追求安全高效开发的团队。
Article URL: https://github.com/tobico/askance Comments URL: https://news.ycombinator.com/item?id=49266555 Points: 1 # Comments: 0
用智能体AI打造沉浸式放疗训练场，让HDR近距离治疗培训更安全高效，医学教育新范式。
arXiv:2608.08163v1 Announce Type: new Abstract: The convergence of the Metaverse and Large Language Model (LLM)-based AI agent is catalyzing a shift t…