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Techub News reports that the adoption rate of Meta's Muse AI agent has increased by 300% within two weeks, indicating strong market demand for AI productivity tools. (Crypto Briefing)
Techub News reports that NVIDIA's research team recently proposed a new method called "Mid-Harness," aimed at enhancing the reliability of AI agents in command-line environments. By introducing a "judgment model" to evaluate the intermediate execution steps of AI agents, this method can identify and correct potential errors, thereby improving task completion rates. The research suggests that this approach has the potential to reduce costs and improve efficiency. (Crypto Briefing)
Techub News reports that Jeremy Allaire, CEO of Circle, announced on platform X that USDC and AI agent wallets are now available on the AI platform Muse. Users can use USDC for payments or interact with AI agents within the Muse platform. (@jerallaire)
Techub News reported that Layer 1 public chain Pharos Network announced a brand refresh and Agent Native upgrade during Korea Blockchain Week. The company has launched a testnet integrating sponsored transaction functionality, supporting natural language RealFi interaction with the Pharos Port Agent Widget and AI portal. According to the roadmap, Pharos plans to introduce PoS staking and test the Gas sponsorship program in Q4 2026, gradually deploy Agent accounts, Agent transaction interfaces, and State Economy in 2027, and support end-to-end Agent Native workflows in 2028. (Wu's Blockchain)
Techub News reports that the U.S. Securities and Exchange Commission (SEC) is advancing the modernization of transfer agent rules. The rules aim to update recordkeeping and reporting requirements for securities holdings and transfers to adapt to the digital age. Related commentary points out that Wall Street must learn from past 'paperwork crises' to ensure the smooth implementation of new rules and avoid market chaos caused by technical or procedural issues. (CoinDesk)
Techub News reports that DeepSeek has exclusively published a detailed technical article on the Zhihu platform, systematically explaining its elastic computing platform, DeepSeek Elastic Compute (DSec), for the first time. This platform serves as the core training infrastructure for the DeepSeek V4.1 Agent model. The article elaborates on the architectural design of DSec, its resource scheduling strategies, and its technical advantages in supporting large-scale AI model training. This disclosure is seen as a concentrated demonstration of DeepSeek's AI infrastructure capabilities. (Qbit)
Techub News reports that the AI agent platform Manus has released version 2.0, upgrading its AI agent to a platform. The new version allows users to remotely edit videos, host multiplayer games, and run personal AI agents through their own mobile phone numbers. (The Decoder)
Techub News, Taiko has released a review of its progress over the first four months of 2026, stating that the number of on-chain AI Agent registrations has grown significantly, and it has been listed by CoinMarketCap, Artemis, and others. Additionally, the ERC-8004 agent identity standard has been put into production on its network. The team holds weekly hackathons to develop various Agent applications and has restructured its documentation system into Markdown format to better support machine queries. Furthermore, it has launched the Proving Ground publication, which regularly updates the application practices of AI Agents on blockchain infrastructure.
Techub News, according to WuBlockchain, Vitalik Buterin stated that at the protocol level of native Agent standards, the next step in payments is likely to be ZK Payments (zero-knowledge payments). He believes that in AI application scenarios, a persistent pseudonymous identity system needs to be established. The view points out that AI application scenarios require a persistent pseudonymous identity system, and ZK Payments can meet the privacy-preserving and efficient payment needs between Agents. This provides a new technical path for the development of protocol infrastructure within the Ethereum ecosystem in the era of artificial intelligence.
Techub News, Decentralized GPU cloud infrastructure project Aethir announced the launch of AI Agent hosting platform Claw, starting at a monthly fee of $3.99. The platform aims to reduce the hardware, electricity, and configuration costs required for self-hosting, offering ready-to-use preset skills and role templates. Compared to self-hosting models, the service is built on its decentralized GPU network, featuring over 50 built-in skills and crypto-native functionalities, and plans to launch Model as a Service (MaaS) integrating LLM APIs. This move aims to eliminate technical barriers and accelerate AI automation deployment in enterprise environments.
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