GPT-5.5 驱动 Codex 在 NVIDIA 基础设施上运行，上万员工实测效率飙升，成本直降 35 倍
AI agents have revolutionized developer workflows, and their next frontier is knowledge work: processing information, solving complex problems, coming…
从排队论视角揭秘LLM推理的吞吐最优调度算法，为系统优化提供数学根基
arXiv:2504.07347v3 Announce Type: replace-cross Abstract: As demand for Large Language Models (LLMs) and AI agents grows rapidly, optimizing systems f…
提示注入是AI代理最致命的漏洞，研究表明现有防御手段可能永远无法彻底防范
arXiv:2605.17634v1 Announce Type: cross Abstract: Prompt injection is the most critical vulnerability in deployed AI agents. Despite recent progress, …
DevOps思维如何破解AI Agent开发瓶颈？从“改进基础设施”而非模型本身入手。
The Breakthrough That Changed How I Think About Agents Last night I watched a talk from AI.engineer that crystallized something I've been building tow…
13个AI代理协同分析并购合同，跨9个专业领域，精确定位关键条款和引用，开源免费。
Article URL: https://github.com/zoharbabin/due-diligence-agents Comments URL: https://news.ycombinator.com/item?id=48170393 Points: 1 # Comments: 0
无需注册、无需API密钥，一条GET请求即可获取链接元数据，专为无法完成注册的AI智能体设计。
If you write code that calls links — a bot, a crawler, a RAG ingest job, an autonomous agent — you eventually need the metadata behind a URL: title, d…
AI agent构建人人可做，但规模化运营需要专业平台，Vercel分享生产级部署的挑战与方案。
Prototyping is democratized, but production deployment isn't. AI models have commoditized code and agent generation, making it possible for anyone to …
AI代理将信号转化为加密货币与Polymarket交易，自动化交易新玩法
AI agents that turn signals into crypto + Polymarket trades Discussion | Link
工程师亲述AI正在抢夺工作，却坦然接受，一个引发职业思考的独特视角
Article URL: https://www.bwanaerp.com/blog/ai-agents-are-currently-stealing-my-job-and-honestly-they-can-have-it-12 Comments URL: https://news.ycombin…
想过让AI代理像人类一样按次付费调用API？x402+USDC的方案让智能体自动结算每次调用，无需预充值，开创了AI经济中的微支付通道。加密原生、机器友好，未来AI生态的基础设施雏形。
Article URL: https://bshelby88.github.io/x402-portfolio/ Comments URL: https://news.ycombinator.com/item?id=48165059 Points: 2 # Comments: 0
AI代理是放大器，不是替身。当你把它的输出当作最终答案而不加审视，你就从使用者变成了接口——思考能力悄悄生锈，这比技术风险更致命。
Article URL: https://derogab.com/2026/05/15/AI-Tools-Not-Replacements/ Comments URL: https://news.ycombinator.com/item?id=48160452 Points: 1 # Comment…
Vercel Marketplace 直接内置 AI Agent 与 Service，统一计费与权限，让开发者无需在多套面板间来回切换——建联即用，加速工作流自动化。
Agents and agentic AI give developers new ways to move faster and build better. They create connected, autonomous systems that continuously improve ap…
Progent 开创性地将权限控制引入 AI 代理安全，用符号规则定义最小权限策略，并通过 LLM 动态生成更新、SMT 求解器确保单调限制——权限只能缩窄不能随意扩大。这从根本上解决了自主代理面临间接注入攻击时安全与效用冲突的难题，堪称 LLM 安全治理的标杆方案。
arXiv:2504.11703v3 Announce Type: replace-cross Abstract: AI agents interact with external environments through tool calls, exposing them to attacks l…
首次用粒子物理实验复现任务来评估AI代理，测试长程推理与科学工具使用能力，填补现有基准缺乏真实科学复杂性的空白。
arXiv:2605.13950v1 Announce Type: cross Abstract: Autonomous language-model agents are increasingly evaluated on long-horizon tool-use tasks, but exis…