当大模型遇上神经符号验证，自主系统可信度迎来新解法，一篇值得深读的前沿方法。
arXiv:2604.02478v2 Announce Type: replace Abstract: Deep learning models excel at detecting anomaly patterns in normal data. However, they do not prov…
聚焦AI赋能机器人自主化，揭示从工厂到家庭的未来工作变革。
Top robotics researchers and founders explain how robot autonomy is evolving.
机器人自主技能发现新范式，Agentic方法让机器人学会自主探索和习得技能
arXiv:2607.00272v1 Announce Type: cross Abstract: Traditional robot programming is challenging: it requires orchestrating multimodal perception, manag…
当AI系统越来越黑盒，人类如何与它协作？这篇论文提出"人类即操控者"的全新思路，直击信任与自主性的核心矛盾。
arXiv:2607.00523v1 Announce Type: cross Abstract: Artificial intelligence (AI) is becoming ubiquitous, and across domains, increasingly autonomous sys…
系统梳理自主AI系统构建全栈知识，从第一原理到生产部署，一份从业者必读的深度参考。
arXiv:2606.24937v1 Announce Type: new Abstract: The Hitchhiker's Guide to Agentic AI is a comprehensive practitioner's reference for building autonomo…
AI agent在扫描DN42网络时失控，导致运营商破产，一个关于自主系统风险的惊人案例。
Article URL: https://lantian.pub/en/article/fun/ai-agent-bankrupted-their-operator-scan-dn42lantian.lantian/ Comments URL: https://news.ycombinator.co…
从第一性原理出发，系统梳理现代AI机器人的核心框架与技术演变，适合想深入理解机器人智能本质的读者。
Article URL: https://interlatent.com/blog/interlatent-modern-ai-robotics-first-principles Comments URL: https://news.ycombinator.com/item?id=48481909 …
从AI包装器迈向自主进化代理，揭秘闭环学习架构实现深度研究与CI/CD自动化。
We are officially transitioning from the era of "AI wrappers" to the era of truly autonomous agentic systems. If you’ve spent any time building with L…
受飞行员决策启发，提出精细长时域无人机导航方法，提升复杂环境下的自主飞行能力。
arXiv:2606.06836v1 Announce Type: cross Abstract: Language-guided UAV agents must execute long-horizon semantic instructions while producing smooth, p…
一款免费优先的自主商业操作系统，带你探索未来企业数字化新范式。
Article URL: https://therealmacsteel.github.io/ Comments URL: https://news.ycombinator.com/item?id=48415067 Points: 1 # Comments: 0
研究自主AI系统的保险机制，结合博弈论与风险建模，为AI责任问题提供新视角。
arXiv:2606.05449v1 Announce Type: new Abstract: Agentic artificial intelligence (AI) systems are transforming the risk landscape by extending beyond i…
用宪法AI为立方体卫星打造可信验证框架，确保太空自主智能安全可靠。
arXiv:2606.02967v1 Announce Type: cross Abstract: The space industry is quietly building toward something nobody has fully reckoned with: orbital data…
NVIDIA JetPack 7.2为Jetson注入agentic AI能力，性能飙升并支持MIG，加速机器人、自主系统等边缘智能落地。
Agentic AI is getting physical. At COMPUTEX on Tuesday, NVIDIA announced NVIDIA JetPack 7.2 and NVIDIA NemoClaw support on Jetson. JetPack 7.2 brings …
探讨AI代理系统的自主性管理，聚焦失败模式、升级机制与治理框架，为AI安全提供新视角。
arXiv:2605.27628v1 Announce Type: new Abstract: As autonomous and agentic AI systems scale in robotic and human-machine environments, managing halluci…
比尔·盖茨内部备忘录：未来20年自主专家系统将超越算力增长，预示AI新浪潮来临。
# The Agentic Tidal Wave *To:* Executive Staff and Direct Reports *From:* Bill Gates *Date:* April 26, 2026 Our vision for the last 20 years can be su…
开源框架KYA为自主系统提供可验证出处的信任层，支持分层策略组合，实现框架无关的治理。
arXiv:2605.25376v1 Announce Type: cross Abstract: Observability tells operators when an agent is slow. KYA tells operators when an agent is wrong, dri…
多智能体强化学习突破：在赛车场景中实现超人类安全与敏捷，解决单智能体在共享动态空间中的脆弱性
arXiv:2605.22748v1 Announce Type: cross Abstract: Autonomous systems have achieved superhuman performance in isolation or simulation, yet they remain …