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How AI could enable autonomous robot workers in workplaces—and maybe homes
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.
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ASPIRE: Agentic /Skills Discovery for Robotics
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…
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The Hitchhiker's Guide to Agentic AI: From Foundations to Systems
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…
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AI agent bankrupted their operator while trying to scan DN42
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…
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An Overview of Modern AI Robotics from First Principles
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 …
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Beyond the Prompt: Building Self-Evolving AI Agents for Deep Research and CI/CD Automation
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…
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Think Like a Pilot: Fine-Grained Long-Horizon UAV Navigation
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…
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Show HN: SteelWorks, a free-first autonomous business OS
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
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Insurance of Agentic AI
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…
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Glass Box at Orbit: A Constitutional AI Verification Framework for Trustworthy Autonomous CubeSat Intelligence
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…
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NVIDIA Jetson Brings Agentic AI to the Physical World
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 …
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Intelligence as Managed Autonomy: Failure, Escalation, and Governance for Agentic AI Systems
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…
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Bill Gates AI on AI (one month later)
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…
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KYA: A Framework-Agnostic Trust Layer for Autonomous Systems with Verifiable Provenance and Hierarchical Policy Composition
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…
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Superhuman Safe and Agile Racing through Multi-Agent Reinforcement Learning
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 …