AI Agents & Web3 Agent Ecosystem

According to a Google DeepMind official blog announcement, Google launched a new generation of autonomous research agents, Deep Research and Deep Research Max, on April 21, 2026. They are built on Gemini 3.1 Pro, as the official release following the preview version provided through the Interactions API in December 2025. Both agents are now available in the paid tiers of the Gemini API in the form of a public preview, and new startups and enterprise users on Google Cloud will be able to connect gradually. The two variants are positioned differently: interactive vs asynchronous depth Google categorizes the two agents by use case: Deep Research

Gate News message, April 21 — Burwick Law has filed a federal class action lawsuit in the U.S. District Court for the Southern District of New York (SDNY) against the creators of AI16Z and ELIZAOS, including Walters, alleging violations of consumer protection laws, false advertising, and unjust

Gate News message, April 21 — Singapore-based digital asset custody firm Cobo unveiled the Cobo Agentic Wallet on April 20, a new product designed to enable artificial intelligence systems to independently execute blockchain transactions within a secure and controlled framework. The wallet allows

Gate News message, April 21 — OpenAI is preparing a new Agents feature for ChatGPT, codenamed "Hermes," according to Tibor Blaho, who monitors AI product updates. The feature includes a new agent builder called "studio" that allows users to create agents from templates, schedule runs, and

Gate News message, April 21 — Security firm OX Security has disclosed a design-level remote code execution (RCE) vulnerability in MCP (Model Context Protocol), the open standard for AI agents to invoke external tools, which is led by Anthropic. Attackers can execute arbitrary commands on any

Gate News message, April 21 — The 0G Foundation has partnered with Alibaba Cloud to integrate the Qwen large language model series on-chain. Through a tokenized mechanism, developers can embed direct Qwen access into their

Gate News message, April 21 — Nvidia's open-source AI Agent sandbox runtime OpenShell released version v0.0.33 recently, according to monitoring by Beating. The update introduces libkrun, a lightweight microVM driver based on KVM, alongside enhanced security

Gate News message, April 21 — ProCap Financial, founded by crypto entrepreneur Anthony Pompliano, has partnered with Kalshi, a prediction market operator, to launch a research service focused on prediction market analysis. The service leverages Kalshi's data pipeline and ProCap's AI agents to

Justin Sun urged that AI Agents will replace manual Web3 interactions, enabling autonomous, intent-driven DApps that plan and execute on-chain tasks, unlock productivity, and push mass adoption at the Genesis Hackathon. Abstract: Justin Sun's Genesis Hackathon remarks underscore AI Agents as a catalyst for Web3, shifting from manual operations to autonomous, intent-driven processes that manage on-chain tasks and cross-chain trades, addressing user growth bottlenecks and stimulating ecosystem-wide adoption.

Gate News message, April 21 — Alipay has launched an AI agent payment service in Hangzhou that enables OpenClaw-type AI agents to make purchases and process payments on a user's behalf. The feature requires users to enable it, verify their identity, and approve each transaction, with risk controls a

Moonshot AI's Kimi K2.6 expands parallel sub-agents to 300, boosts multi-domain task speed to 4,000 steps, and adds a Skills tool for converting documents into reusable templates. Abstract: Moonshot AI releases Kimi K2.6, an open-source model that scales agent orchestration to 300 parallel sub-agents and 4,000 coordinated steps. It improves long-horizon coding across Rust, Go, and Python, enhances front-end, DevOps, and performance optimization, and introduces a Skills mechanism that converts PDFs, spreadsheets, and Word files into reusable task templates for autonomous multi-step workflows and persistent monitoring.

Gate News message, April 21 — Tencent Cloud announced the official open-sourcing of Cube Sandbox, an execution environment foundation designed for AI agents. The sandbox is the industry's first to combine hardware-level isolation with sub-100-millisecond startup times, according to the company. Cub

Abstract: Li Auto and Amap announce the debut of an automotive travel AI Agent, enabling nuanced natural-language understanding, multi-turn route adjustments, personalized navigation, and intelligent long-distance charging planning, as demonstrated in Amap's promotional video. Summary: Li Auto teams with Amap to launch an automotive travel AI Agent that deciphers complex travel intents, updates routes via dialogue, offers personalized navigation, and plans long-distance charging.

MetaComp debuts StableX Know Your Agent for regulated AI in payments, combining multi-vendor analytics to slash false clean rates, with AgentX Skills supporting Claude; aims for auditable cross-border finance via downloadable AI Skills. Abstract: MetaComp introduces the StableX Know Your Agent framework to govern AI agents in regulated payments and wealth management, covering identity, permissions, monitoring, auditing, and agent-to-agent interactions. It reduces false positives by parallel analytics from multiple vendors and enables auditable cross-border finance through downloadable AI Skills (AgentX), starting with Claude support and expansion across regions.

Tencent Computer Manager’s AI agent product QClaw, under the company’s team, announced on April 20 that its overseas version has officially started internal testing. The first batch covers the United States, Canada, Singapore, and South Korea, supporting multiple languages including Chinese, English, French, Spanish, and Korean. During the internal testing period, 40 million Tokens are given away each day, and the first batch of 20,000 slots for “Founding Claw” is also opened on a first-come, first-served basis.

Adobe has introduced CX Enterprise, an AI suite aimed at automating and personalizing digital marketing for enterprises. It integrates with major platforms and is adopted by leading advertising agencies to enhance customer interactions and improve marketing performance.

Dark Matter Labs has released the Kimi K2.6 model, boasting enhanced long-context coding and improved autonomous execution abilities. It is now available on multiple platforms for all users.

a16z crypto’s latest report says that AI agents are evolving from support tools into economic actors, yet there are still major gaps in core infrastructure such as identity, payments, and cross-platform collaboration. The report emphasizes that as AI becomes involved in governance and transactions, verification mechanisms become the key to trust, and blockchain technology can provide verifiable infrastructure to address these challenges. The future will require cryptographic mechanisms to ensure that AI agents truly represent users’ intent and to change traditional payment systems.

Moonshot AI has released Kimi K2.6, featuring chat and Agent modes on kimi.com. It excels in coding benchmarks, supports 4,000 tool invocations, and upgraded parallel functionality for autonomous scenarios.

Nexchain introduced Smart Actions, a suite of intelligent modules designed to transform blockchain networks from manual, reactive systems into autonomous and self-optimizing environments, according to an announcement on April 18, 2026. The product reflects the company's commitment to building