タグ: ai agents

Legal-AI company Harvey reported a ~6x increase in agent task-completion rates after switching on a feature Anthropic launched on May 6, 2026 called Claude Dreaming. The same legal-drafting jobs that used to fail repeatedly, because Claude kept forgetting filetype quirks and tool-specific workarounds between sessions, suddenly started finishing reliably. That is the headline number the AI world has been talking about for the past week. It is the first real proof that giving an AI agent the ability to “remember and reflect” between jobs changes what AI can do. Claude Dreaming is one of three new features Anthropic shipped at Code with Claude 2026, alongside Outcomes and Multiagent Orchestration. The […]

Everything you need to know about Claude Cowork — Anthropic’s AI desktop agent. Features, real pricing, setup guide, honest review, and how it compares to ChatGPT, Gemini, and Claude Code.

Manus AI pricing in 2026 covers five price points across three plans. Free is $0/month with 300 daily credits, Pro Entry is $20/month for 4,000 credits, Pro Mid is $40/month for 8,000 credits with a 7-day free trial, Pro Top is $200/month for 40,000 credits, and Team starts at $20 per seat per month with a 2-member minimum. Annual billing saves 17% across every paid tier. The catch is the credit system, because a single deep-research task can quietly burn through 900 to 1,000+ credits of your monthly allocation and Manus does not tell you the cost before you hit go. This guide breaks down every current plan, exactly how […]

On April 16, 2026, OpenAI pushed the biggest update yet to its Codex Mac app and the headline is simple, Codex can now take control of your Mac. The feature is called codex mac computer use, and it lets Codex see your screen, move its own cursor, click, and type across any macOS app you have open. OpenAI also added an in-app browser, image generation with gpt-image-2.0, memory, and over 90 new plugins in the same release. We spent a day with the updated app on Apple Silicon and on an Intel Mac. The short version, Codex on Mac stopped being a coding tool and turned into a general-purpose agent […]

Claude can now take control of your Mac, clicking buttons, typing text, opening apps, and completing tasks on your screen while you step away. Anthropic launched Claude computer use on March 23, 2026 as a research preview for Pro and Max subscribers, and it changes how you interact with AI. The company announced the feature alongside Dispatch, its new phone-to-desktop task delegation system. Instead of copying and pasting between Claude and your apps, you simply tell Claude what you need done, and it does the work directly on your desktop. This isn’t a gimmick or a developer-only tool. Whether you’re a student juggling research papers, a marketer managing campaigns across […]

The agent loop, memory, planning, tool use, MCP, multi-agent systems, and security — explained clearly with diagrams. Everything you need to understand how AI agents work in 2026.

Not doom, not hype — a realistic look at how AI agents are changing specific jobs in 2026, backed by data from McKinsey, Gartner, and HBR. Plus: practical steps to stay ahead.

AI agents, RPA, chatbots, and traditional automation compared side-by-side. Real costs, real examples, and a decision framework to help you choose the right approach.

The most comprehensive guide to AI agents in 2026. Organized by what you want to do — coding, research, office work, automation, personal use. Honest reviews, pricing, and free options.

AI agents explained in plain language. What they are, how they work, types, real examples, and how they differ from chatbots, copilots, and automation. Updated for 2026.