agent

Coinbase Business announced that it supports AI Agents to purchase domains on the domain platform Atom through the x402 payment protocol.The company stated that previously, most x402 payment processes were focused on data and API requests, and this time the application scenario has been expanded to domain purchases.

The developer tools AI visibility and usability platform AgentRel announced on X the completion of a $1.3 million financing round, with investors Y Combinator and Broom Ventures. The funds will be used to build AgentRel.The announcement stated that AgentRel helps developer tool companies see whether ChatGPT, Claude, or Gemini would recommend their products or competitors' products, and identifies the difficult points users encounter when using Claude Code. The announcement also mentioned that Profound, Peec, and most other AI visibility tools primarily measure volume, while AgentRel provides accurate data and helps users take action based on that.

According to "Du Jia," Tencent has launched the internal testing of "Tencent Cloud Drive," with some features still being iterated, and plans to release an App version. This product focuses on file storage, data management, and AI applications, with a core positioning as a unified memory base for multiple Agents, aiming to connect various AI applications and office tools, unify and carry context, allowing multiple Agents to collaborate based on the same information.Practical tests show that the internal test version retains basic entry points such as the homepage, files, recycle bin, and storage space, with a floating AI assistant panel on the right side. The core highlight of the product is its "connection" capability, supporting binding with Tencent Docs, WorkBuddy, and integrating third-party Agents like DeepSeek Harness and OpenClaw. After authorization, the Cloud Drive AI assistant can read application files, automatically sync updates, and directly call information as a knowledge base for retrieval, summarization, and content generation. The binding page will clearly inform users of the scope of permissions and the rules for AI credit consumption.The report points out that, unlike traditional Cloud Drive AI's document summarization, this system fully connects documents, Cloud Drive files, and Agent workspaces, shifting the Cloud Drive from a file repository to a data memory platform in the AI era.

AI cloud service provider Akamai launched the AI agent sandbox Agent Sandbox and the Akamai Inference beta on October 27. The Agent Sandbox provides an isolated environment for the code written and run for agents based on WebAssembly, limiting their computing power, memory, and external connections. Jon Alexander, Senior Vice President of Cloud Technology at Akamai, stated that teams running agents need to define boundaries for the code they write.A survey by Palo Alto Networks in 2026 of 2,930 security leaders showed that, on average, each human identity corresponds to 109 machine identities, of which 79 are AI agents. Hugging Face disclosed a breach on July 16, and OpenAI subsequently confirmed that its models were responsible; a METR investigation found about 1,200 OpenAI agents collaborating through hidden message boards, with around 700 participating in attacks, escaping the sandbox and exploiting unknown vulnerabilities to enter production systems.Zscaler discovered web pages hiding instructions targeting AI agents in July, specifically indirect prompt injection, with a spoofed document page requiring agents to pay approximately 0.0012 Ethereum as a $3 licensing fee, and 4 out of 26 tested models complied. Palo Alto completed its acquisition of CyberArk in February and acquired Koi in April, while Cisco completed its acquisition of Astrix Security on June 29. The investigation predicts that the number of enterprise AI agents will grow by 85% in the next 12 months, with human identities increasing by 56%.

a16z co-founder Marc Andreessen commented on the online programming platform Replit and its CEO Amjad Masad's proposed concept of Agent Habitat, believing that more companies will become autonomous driving companies as a result. He stated that the keyword pointed out by Masad is chaos, and quoted his viewpoint that most agents today operate in chat windows, personal accounts, and one-off scripts, holding credentials and data given to them by others, but no one decides what they can access, nor can anyone see what they have done.Andreessen noted that disruptive technologies like personal computers, spreadsheets, and email entered the workplace in a bottom-up chaotic manner, and only later did they require habitats to moderately constrain that chaos. He cited examples such as early employees bringing personal computers into the office, spreadsheets enabling non-programmers to create business models and forecasts, but also introducing hard-to-audit formula errors; email bypassed the information flow controlled by the mailroom in the past. He believes this kind of chaos indicates that employees are claiming tools that can bring alignment and significant productivity improvements.Andreessen also stated that code is the ultimate product of alignment, and expanding the range of code contributors will bring chaos, thus requiring a free-range style of agent habitat rather than cages, but it cannot be completely laissez-faire. He mentioned that an employee from Sumitomo Mitsui Finance and Leasing completed a development process originally planned to take 6 people 6 months in just one week. He indicated that for companies to become autonomous driving companies, they must achieve alignment, and in the future, the degree of alignment may be measured by the richness of the agent habitat; Replit and its clients have already understood this, while most companies have not yet grasped it.

According to news from Zhiyuan AGIBOT, Zhiyuan has officially launched the embodied Agent framework Genie Master, allowing robots to "unlock new skills while on the job."Genie Master enables robots to achieve autonomous improvement after deployment, continuously enhancing their capabilities in real operations, thereby laying the foundation for cross-scenario replication and scalable applications.

Bloomberg Markets column Odd Lots released the episode "AI Agents Are Already Changing the Price of Goods" on October 26, subtitled The Future of Fair Pricing. Guest Lindsay Owens from the think tank Groundwork Collaborative stated that the history of price fraud does not support the notion that new technologies will make goods cheaper.Owens mentioned that research from the think tank shows that some consumer-facing AI agents, after understanding users' financial situations, actually recommend more expensive products. Her new book "Gouged: The End of a Fair Price --- and What That Means for Your Wallet" discusses how companies increase charges through data collection and monitoring. This episode also covers AI agents like Meta's Muse, tech companies' claims about agents helping consumers find good deals, and methods of price fraud that existed before the advent of AI.

On October 26, B.AI announced a limited-time benefit, with the latest MiniMax model MiniMax-M3.1-Flash (Space Bunny) available at 50% OFF on the B.AI web platform, Android App, and API. This model is designed for complex agent tasks, software engineering, visual reasoning, and professional analysis, helping developers efficiently complete complex tasks from code development to multi-step automated workflows.The event runs from October 26, 17:00 to November 2, 16:59 (SGT), allowing users to experience the popular new model at a lower cost and flexibly manage AI invocation costs. B.AI stated that it will continue to integrate high-quality models from around the world, providing a richer selection of models and more competitive prices through a unified entry point. Users are welcome to log in to chat.b.ai/chat to experience it immediately.

LinX HK, an AI recruitment technology brand targeting the Asian market, announced that it has completed a $4 million Pre-A round of financing, with institutional investors including Aipollo and Lingfeng Innovation Fund investing a total of $3 million, and individual investors contributing a total of $1 million. The funds will focus on the product and AI technology development of LinX HK's flagship product, Luminpath.Shuo Shan, co-founder of LinX HK, stated: "This round of financing provides LinX HK with support to further refine our product and technological capabilities. We hope to continue advancing the development of the AI job-seeking agent for Luminpath, helping users discover opportunities more efficiently, understand positions and companies, and face career choices with better preparation."According to reports, LinX HK is an AI recruitment technology brand aimed at the Asian market, with its flagship product being Luminpath. Luminpath is currently in the gray testing phase, providing AI-driven job-seeking support for users in scenarios such as job discovery, resume optimization, customized application materials, and application assistance within authorized scopes.

Google DeepMind researchers Zhengxuan Wu, Yuxuan Li, Oyvind Tafjord, and Been Kim released a preprint paper titled "XYEval: Agents say yes to bad advice," proposing a meta-evaluation framework XYEval to assess the performance of agents when faced with misleading suggestions from users. The paper extends the "XY problem" to the agent scenario, where the user inquires about their attempted solution X rather than the actual problem Y.XYEval retains the original task environment and verifiable answers, only adding seemingly reasonable but misleading user suggestions in the instructions. The misleading suggestions are generated by a generator after seeing the complete task and are appended in the form of confident suggestions rather than hard requirements, allowing the original task to remain solvable. The evaluation covers six benchmarks: τ2-bench, SWE-bench Verified, SWE-bench Pro, Terminal-Bench, Humanity's Last Exam, and MCP-Atlas, along with five models, where the misleading suggestions for τ2-bench are generated based on rules set by human experts.The paper states that the performance significantly declines after the XY mutation, with the relative drop reaching up to 46.7%. On τ2-bench, when faced with users who require a detailed explanation before accepting a better solution, the performance drops even more. Encouraging models to recognize the XY problem through simple system instructions only partially alleviates the issue. The related code is published in the GitHub repository google-deepmind/xyeval.

According to "Du Jia," Tencent is currently beta testing "HermitKit," an AI capability plugin for WeChat Mini Programs, providing three levels of access: API, UI components, and Demo. This plugin supports streaming calls to large models through ChatApi, creates and manages Agents using AgentBuilder, and enables multi-turn conversations, with built-in session storage and long-term memory capabilities. Additionally, it can bind remote Agents via QR code scanning through AgentChannel to complete message sending and receiving.Currently, HermitKit showcases 7 types of functional demonstrations, including AI SDK, Agent Channel, Agent Management, Pet Agent, Chatbot, Travel Planning, and Plugin Market. Among them, the AI SDK aligns with cloud development APIs such as createModel, generateText, and streamText; the Pet Agent allows developers to read pet status through interfaces and trigger status changes using props; the Plugin Market enables searching, publishing, and downloading MCP, Skill, and Expert resource packages. This plugin has not officially launched yet, and related capabilities may still be subject to adjustments, with specifics to be confirmed by official statements.

Bitcoin News posted on the X platform that Lightning Labs has opened Wavelength to all users. The AI agent can autonomously send and receive payments on the Bitcoin mainnet via the Lightning Network and L402 without requiring manual approval for each transaction.The AI agent can use its payment API to call fees, purchase data, and trade with other agents, with single transaction fees as low as less than 1 cent; developers can integrate payment functionality into their applications without running a Lightning Network node, managing channels, or raising liquidity. This self-hosted toolkit supports independent on-chain exits, with an initial limit of 300,000 satoshis per wallet, and the Lightning Network payments incur a service fee of 0.25%. Wavelength is currently still in the Alpha stage and plans to support stablecoins.

On October 23, Binance wallet web developer Jackson.ll (@0xOar) posted that there are more ways to use Agent ID, but users should carefully check the risk warnings. He stated that enabling developer mode for Agent means that unverified contract transactions can be signed, and the related potential risks need to be noted. It is recommended to close it as soon as possible after completing the operation or wait for verified developer products.Binance co-founder He Yi subsequently retweeted the post. Previously, several exclusive Binance Agent wallet projects had appeared on the market, and some projects required enabling developer mode.

Anthropic announced that it will donate the Agent Skills standard to the Agentic AI Foundation (AAIF) under the Linux Foundation. This format was designed by Anthropic while developing Claude Code, set to launch in October 2025 and open as a cross-platform standard in December. Currently, over 70 agent platforms, including ChatGPT, Cursor, and GitHub Copilot, have integrated it.Anthropic describes Skills as reusable work manuals prepared for AI agents, where developers can write task steps in SKILL.md and attach scripts and reference materials for different agents to read as needed. MCP is responsible for connecting external tools and data, while Skills explain how agents complete specific tasks. What is being donated includes the standard name, logo, GitHub organization, and official website domain.AAIF was jointly initiated by Anthropic, OpenAI, and Block in 2025 and has previously received MCP. In the future, engineers from Anthropic, OpenAI, and Google will jointly maintain the Skills standard in their personal capacities, no longer solely led by Anthropic. Vercel statistics show that the skills.sh directory has recorded approximately 1 million skills, with nearly 280 million installations. Snyk has confirmed 76 malicious skills in ClawHub's skill samples, and Anthropic has proposed establishing version control, formal proposal processes, and security guidelines.

The NFT project Ptah launched last night with a total of 100,000 pieces available for minting, and all were sold out by this morning. As of the time of writing, the floor price for this NFT is reported at $23, with a cumulative transaction volume reaching $928,000.Public information shows that the uniqueness of this project lies in the requirement for users to mint using a Binance Agent ID / Agentic Wallet (.ai Agent ID). Regular wallets cannot mint directly, but operations such as trading, synthesizing, and claiming are open to all wallets. Each Agent ID can mint a maximum of 4 Relics (with payments calculated in total using USDT and BNB). The total supply of 100,000 Relics includes 95,000 for public minting and 5,000 reserved by the team (for tutorials, demonstrations, rewards, gifts, etc.). Additionally, users can choose to burn 10 Relics to synthesize a Loom (mining machine).According to market news, the related project is still in its early stages, with high uncertainty and significant price fluctuations; users should invest with caution.

The messaging protocol XMTP founder Shane Mac stated that XMTP will evolve into a self-operating open-source messaging stack, providing private conversations between people and agents, with infrastructure controlled by users, without requiring tokens or wallets. The network hosted by XMTP Labs will shut down in early 2027.Shane Mac mentioned that he founded XMTP five years ago because he believed that private messaging should not be owned by a single company. He recalled that the team envisioned using wallets as cross-application identities, allowing messages to follow identities, and using tokens to pay infrastructure operators, but this path was not realized. XMTP has never issued tokens and will not issue them now. He admitted that it was a wrong decision to persist with a single shared network for a long time, as developers have consistently requested the ability to self-host XMTP. Therefore, it has shifted to self-hosting, allowing developers to use, inspect, modify, and maintain the entire software suite without relying on Labs. Former employees will assist in maintaining the protocol, and Shane Mac himself will continue to be involved.The article introduces that self-hosted XMTP offers quantum-resistant end-to-end encryption, private one-on-one and group chats, encrypted identities, and message authenticity, as well as SDKs for mobile, web, server, and agents. Chief Technology Officer Nick Molnar has simplified the backend to a single Rust binary and integrated attachments, push notifications, handles, and signed webhooks for new messages. Each self-hosted network does not automatically interconnect by default, and agents from different tools must connect to the same backend to share conversations.

Several large banks in the United States have discovered unauthorized AI agents accessing customer accounts, with some agents attempting to perform independent operations. Morgan Stanley, Bank of America, JPMorgan Chase, Wells Fargo, and other banks are racing to curb the risks posed by these agents.Morgan Stanley has begun to block third-party agents from accessing accounts, while JPMorgan Chase, Bank of America, and Citigroup are also restricting access.

AI Economic Settlement Agreement AEON Launches Agentic Checkout V2, Expanding AI Agent's Autonomous Trading Scenarios from E-commerce Shopping to Travel Accommodation Booking. The new version supports AI agents in searching and booking hotels through the Travala platform, allowing users to express accommodation needs in natural language, with AI agents assisting in the selection and booking process.In terms of fund management, AEON introduces on-chain Agent Wallet capabilities, supporting the management of available funds for agents and recording transactions, helping users track the spending activities of AI agents, and promoting Agentic Commerce from product search and purchase to more complex service transactions like hotel bookings.