Android just crossed a threshold that smartphone makers have been inching toward for years: your phone doesn’t just answer questions anymore — it acts on them. At The Android Show: I/O Edition 2026 on May 12, Google unveiled Gemini Intelligence — a comprehensive suite of agentic features that fundamentally reshape how Android operates. This isn’t an AI assistant upgrade. It’s the beginning of Android as an autonomous agent operating system. ...

TikTok launched its official Model Context Protocol (MCP) server at TikTok World 2026, giving AI agents the ability to plan, launch, optimize, and execute advertising campaigns through TikTok Ads Manager without human intervention. This guide walks through what you need to set up an MCP-compatible AI agent to start managing TikTok campaigns autonomously. ⚠️ Note on command accuracy: The TikTok MCP server was announced in May 2026 and full technical documentation is still rolling out. This guide provides a conceptual workflow based on standard MCP server patterns and confirmed capabilities. For exact API endpoints, authentication parameters, and configuration keys, refer to the official TikTok for Business developer documentation when it becomes available. ...

Microsoft has quietly been running something remarkable inside its security organization: a system called MDASH that orchestrates more than 100 specialized AI agents to autonomously hunt for vulnerabilities in Windows and Microsoft’s broader product surface. This month, MDASH earned its most concrete validation yet — discovering 16 previously unknown Windows vulnerabilities, including 4 Critical remote code execution flaws, all patched in the May 2026 Patch Tuesday update. What Is MDASH? MDASH — Microsoft’s Multi-agent Dynamic Autonomous Security Hunter — isn’t a single AI model. It’s an orchestration system that coordinates a fleet of specialized agents, each optimized for specific security tasks: static analysis, dynamic testing, fuzzing, exploit development, and impact verification. ...

Here’s a number that should stop every AI optimist in their tracks: 74% of enterprises have rolled back live AI customer communications agents after deploying them in production. That’s the headline finding from Sinch AB’s new global research report, “The AI Production Paradox” — and it cuts against the prevailing narrative that enterprise AI is steadily marching toward broad deployment. The Gap Between Experiment and Production Sinch’s research captures a phenomenon that many practitioners have sensed but rarely seen quantified this sharply. There’s a persistent, stubborn gap between what AI agents can do in controlled demonstrations or sandbox environments and what they reliably deliver in live, production customer-facing scenarios. ...

Anthropic is going after the SMB market in a big way. The company announced Claude for Small Business today — a bundled package of connectors, agentic workflows, and reusable skills that brings Claude deeply into the tools small and medium-sized businesses already use. The positioning is direct: this is designed to compete with Microsoft Copilot for Business. What Claude for Small Business Includes The product centers on three core capabilities: ...

After weeks of controversy, Anthropic has reversed course on one of its most contentious policy decisions of the year: the prohibition on using Claude subscriptions to power third-party agents like OpenClaw. The reversal isn’t a clean return to the old model, though. Anthropic has introduced a new credit architecture that separates interactive usage from programmatic agent usage — and that distinction matters a lot for the agentic AI community. What Changed Earlier today, Anthropic’s official developer communications account @ClaudeDevs announced that all paid Claude subscribers now receive a dedicated “Agent SDK” credit pool. This pool is specifically allocated for programmatic uses — including external, third-party agents like OpenClaw and claude -p command-line usage. ...

When the person who built a tool tells you how they use it, that’s signal worth paying attention to. Boris Cherny, the Anthropic engineer who created Claude Code, recently revealed that he runs “a few thousand” AI coding agents overnight — and manages them from his phone. That’s not a hypothetical scale. That’s a practitioner using their own tool at the edge of what it can do. The Overnight Agent Workflow In a Business Insider interview, Cherny described his methodology: rather than running single coding tasks sequentially during his workday, he queues up thousands of parallel agent tasks to run overnight. He wakes up to completed work that would have taken days or weeks to do sequentially. ...

Most AI agents are reactive. You ask, they answer. You prompt, they respond. But according to Cat Wu — Anthropic’s head of product for Claude Code and Cowork — the next frontier for AI isn’t better responses to requests. It’s agents that anticipate your needs before you know what they are. Wu laid out her vision in a TechCrunch interview published today. This guide takes those principles and maps them to practical design patterns for building proactive agents with OpenClaw. ...

A new vulnerability affecting OpenClaw installations before version 2026.4.20 has been cataloged as CVE-2026-45001. If you’re running an older version of OpenClaw, this guide walks you through how to check your exposure, upgrade, and harden your deployment. Severity: This is a guard bypass vulnerability affecting the agent-facing gateway config.patch and config.apply endpoints. In vulnerable versions, these endpoints fail to properly protect against unauthorized configuration changes by agents or external clients. ...

Notion just made a very large bet on the agentic future of productivity software. The company launched a full developer platform today that turns its workspace into an orchestration layer for AI agents — and the feature set goes well beyond a simple API. CEO Ivan Zhao summarized the vision in four words: “Any data, any tool, any agent.” That’s an ambitious positioning statement, and the platform announced today backs it up. ...