1. Agents & Tooling

    OpenClaw versus Paperclip

    I tried OpenClaw to coordinate agents from a Rabbit R1 and it turned into engineering for engineering's sake. I went back to Paperclip, and it is getting a lot better.

    3 min read

  2. Agents & Tooling

    Microsoft's Copilot Now Uses Two Models to Fact-Check One

    Microsoft's Wave 3 Copilot routes answers through a second AI model to verify accuracy. That's useful — and a quiet admission about single-model trust.

    1 min read

  3. Agents & Tooling

    Harvard Identified Seven Frictions That Kill AI Rollouts. You Probably Have All Seven.

    Researchers from Harvard and Microsoft pinpointed the structural reasons AI pilots don't scale — and none of them are about the technology.

    2 min read

  4. Security & Risk

    Microsoft Spent $13B on OpenAI, Then Built Cowork on Claude

    Microsoft's flagship M365 agent feature runs on Anthropic's model. If they're going multi-model, so should you.

    2 min read

  5. Agents & Tooling

    Copilot Has 3.3% Adoption and 116% ROI. Both Numbers Are Real.

    Forrester's reality check on Microsoft Copilot reveals the adoption paradox: the tool demonstrably works, and almost nobody is using it.

    1 min read

  6. Security & Risk

    OWASP Published an MCP Security Guide. You Should Be Worried.

    MCP adoption is outpacing security controls. OWASP and Microsoft both published governance guidance in February. That's not coincidence—it's alarm bells.

    1 min read