Anthropic shipped ten production finance agents on 5 May 2026, with Microsoft 365 integration, Claude Opus 4.7 leading Vals AI Finance Agent v2 at 64.37%, and the full repo open-sourced. Here is the honest operator breakdown – what each agent does, which deployment mode to pick, what early practitioners are flagging, and which role should touch this when.
Browsing: Field Notes
Thinking Machines Lab unveiled interaction models with 0.4s latency and simultaneous audio-video-text. Here’s how the dual-model architecture works, benchmarks vs GPT and Gemini, and what it means for enterprise.
An interaction model is an AI system that listens, watches, and speaks in continuous 200-millisecond beats – instead of waiting for your turn to end before thinking. A plain-English guide to what Thinking Machines just announced, with benchmarks, architecture, demos, and what it means for your AI stack.
A practitioner framework for evaluating AI agents: a 21-point scorecard across 7 pillars (completion, accuracy, tool use, trajectory, reliability, latency/cost, safety), a three-test loop you can run in an afternoon, an interactive calculator, and a comparison of every major eval tool in 2026. Built for U.S. teams shipping agents at small and mid-sized companies.
Agent washing is the new greenwashing – vendors slapping ‘AI agent’ on chatbots and scripts. Use this 4-point checklist to separate real agentic AI from expensive marketing.
Sixty field-tested ways to save tokens on Claude in 2026, organized for Chat users, Cowork and Teams operators, and Claude Code developers – plus the community secrets from Reddit, GitHub, and X that actually move the needle.
AI agents read your policies in silos. Discover the context gap problem and a practical framework for AI-ready documentation.
Anthropic just launched Claude Managed Agents, a fully managed agent harness that runs Claude as an autonomous worker inside sandboxed containers, with built-in tools, memory stores, and event streaming. Here’s what it is, what it costs, and what to build with it first.
A practical, non-engineer guide to OpenClaw security risks and how to run OpenClaw more safely, with 12 checks, charts, screenshots, field notes, and a secure setup video.
MCP, the Model Context Protocol, is the open standard that lets AI apps like Claude Desktop, Cursor, and Windsurf connect to your files, your GitHub, your Notion, and any other tool – without a custom integration per app. A plain-English beginner guide with an analogy-first walkthrough, a worked example, a comparison against plugins and function calling, and a no-hype FAQ.