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Perplexity's new Computer product breaks tasks into sub-agents routed across Claude, Gemini, GPT-5.2, and Grok, running autonomously for days or months in isolated cloud sandboxes. Available now for Max subscribers at $200/month.
Anthropic acquires Seattle startup Vercept and its nine-person team of Allen Institute for AI alumni, folding their vision-based desktop automation into Claude as computer use scores hit 72.5% on OSWorld.
Google is launching Gemini automation as a beta on Pixel 10 and Samsung Galaxy S26 - long-press the power button, describe a task, and Gemini navigates apps like Uber and DoorDash in the background to complete it for you.
Today's arXiv picks: a state-machine framework that makes GUI agents 12x cheaper, a training method that forces chain-of-thought to be honest, and a KV cache system that matches full quality at 1% the memory.
Moonshot AI's Kimi K2.5 is a 1T-parameter MoE model activating 32B per token with native multimodal vision via MoonViT-3D, Agent Swarm coordination of up to 100 sub-agents via PARL, and top-tier math and coding benchmarks under a modified MIT license.
Google adds an agent step to Opal, its no-code AI mini-app builder, powered by Gemini 3 Flash. The agent picks its own tools, remembers user preferences across sessions, and routes itself through workflows.
Samsung's Galaxy S26 launches with Perplexity, Google Gemini, and a revamped Bixby as competing AI agents, plus on-device image generation via EdgeFusion.
Vercel releases the Chat SDK, a TypeScript library installable via 'npm i chat' that lets developers write chatbot logic once and deploy to Slack, Microsoft Teams, Google Chat, Discord, GitHub, and Linear. MIT licensed, AI-provider agnostic, now in public beta.
A 38-researcher red-teaming study deployed five autonomous AI agents with email, shell access, and persistent memory in a live environment. In two weeks, one destroyed its own mail server, two got stuck in a 9-day infinite loop, and another leaked SSNs because you said 'forward' instead of 'share.'
Intuit will use Anthropic's Claude Agent SDK and Model Context Protocol to deploy autonomous AI agents across its financial product suite starting spring 2026.
People are spending $2,200 on Mac Minis to run OpenClaw - an agent that calls Claude and OpenAI APIs remotely. The Mac Mini's GPU sits idle. Any old laptop, desktop, or even an Android phone can make HTTP requests just as well.
OpenClaw ships with authentication disabled and binds to all interfaces. This step-by-step guide covers every hardening measure you need - from authentication and sandboxing to MCP security and network isolation - backed by real CVEs and security research.
