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A synthesis of two recent papers showing AI agents reject sponsored listings ~97% of the time, highlighting a gap in ad infrastructure for user-deployed, fiduciary agents and asking how brands can present machine-evaluable product data.
一篇面向初学者的博客，介绍地址解析协议（ARP）如何把 IP 地址映射到 MAC 地址，并演示 arp-scan、Wireshark 和 ip neighbour 等工具的使用，顺带提及 ARP 欺骗与广播风暴等安全话题。
新闻指出智能体之间的通信能力已经到来，且连接不会轻易中断，强调了 AI 代理间持续、可靠的交互趋势。
Hibana 是一个 Rust crate，允许程序从一个全局编舞（choreography）执行多角色有限协议，将其投影为每个角色的紧凑程序，并在 no_std、无分配器的运行时强制每个 send/recv/route 步骤符合协议。它支持最多 256 个角色、异步操作与仿射端点，适用于托管和嵌入式目标。
华为开源了多智能体协作框架「九问Swarm」(JiuwenSwarm)，采用无内嵌模型的纯Harness设计，支持E2A统一协议、Leader/Teammate分布式执行、确定性工作流SwarmFlow，以及带人工审核的技能自进化与AutoHarness机制。
Bret Taylor announced Personal Agent Protocol, an open standard developed by Meta and Sierra along with partners including Shopify, Stripe, Walmart, and Genesys, defining how personal AI agents interact with businesses. Tim O'Reilly praised the move as a step toward user empowerment over platform lock-in.
Bret Taylor announces the Personal Agent Protocol, an open standard developed with Meta, Sierra and partners like Shopify, Stripe and Walmart to define how personal agents interact with businesses, while a commenter questions whether MCP with access control already covers that need.
视频介绍 Homa 协议，探讨它如何在 AI 集群场景下取代 TCP，并提及斯坦福教授推动这一新协议的相关报道。
This post argues that MCP Events — now available in ChatGPT Work chats — is an underrated milestone for AI agents, shifting them from passive, prompt-driven tools to event-driven systems that react to environmental triggers like Slack messages, GitHub PRs, and document comments via standardized MCP 2.0 protocols.
A tweet discussing how agent identity and permissions should be separated in the agentic web: the agent's did:wba identifies who acted, while a revocable credential signed by the human grants why it could act. The discussion links to the open-source Agent Network Protocol (ANP), a protocol suite aimed at being the HTTP of the agentic web.
The article distinguishes between permission for AI agents to act and the evidence required to justify action, introducing the Organic Intelligence Protocol (OIP) to establish evidence boundaries, illustrated by a recent audit case study.
This article discusses emerging standards for AI agents, such as Open Responses for model connections, MCP for tools, A2A for remote agent collaboration, and AG-UI/A2UI for user applications, highlighting their complementary roles in agent development.
Relic introduces a framework that converts recurring multi-agent collaboration failures into organization-owned executable protocols, enhancing persistent organizational capability and performance in software workloads through experimental validation.
The article explores the challenges in multi-agent systems where AI agents must discover and communicate with each other, discussing various approaches and inviting practical experiences from developers.
The article explains that Model Context Protocol (MCP) and Agent2Agent (A2A) are complementary standards for connecting AI agents to tools and to each other, not competing ones, with both governed by the Linux Foundation.
The author expresses skepticism about the 'Internet of Agents' idea, arguing that while interoperability standards have value, a cross-company rental market for AI agents is unlikely due to trust and control issues.
A security analysis paper comparing emerging AI agent communication protocols (MCP, A2A, Agora, ANP) using STRIDE and a white-box Strix scan, highlighting risks and providing a comparative risk assessment framework.
The article discusses the challenge of designing cryptographic protocols that are both secure and usable, using the concept of 'Norman doors' as an analogy and highlighting Key Encapsulation Mechanisms (KEMs) as a good example of a user-friendly cryptographic interface.
Luke Kanies discusses his plans to build a suite of decentralized review applications on ATProto, sharing feedback from the Local First Conference and critiquing the protocol's current trajectory.
An in-depth educational article explaining networking and the internet from first principles, covering packet switching, TCP, DNS, TLS, and how data travels across the globe.