Original Thinking with Christian J Ward

Christian J Ward
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Original thinking on data and AI. How people and companies can adopt AI, explained for executives, marketers and anyone trying to understand it.

  1. Jul 16

    AI Is the Surface

    The MCP Debate, the Dashboard Problem, and the Open Source Turn Are One Story

    AI Is the Surface

  2. Jul 12

    Economics When AI Shows Up

    I have been fascinated by economics my whole life. My feed is full of people describing what AI is doing to work, and economics wrote that story down decades ago. Six famous theories, in plain words, and what AI does to each.

    Economics When AI Shows Up

  3. Jul 4

    From Torque to TORC

    Tokens Measure What You Spent. TORC Measures What You Made.

    From Torque to TORC

  4. Jun 26

    I don't want to be a user anymore

    Software is going away, and that is the best thing that could happen to the companies smart enough to see it.

    I don't want to be a user anymore

  5. Jun 13

    Optimism Needs Memory

    Companies want AI speed, but speed breaks when the company cannot remember what actually happened. The next layer of AI adoption is a memory layer, a shared timeline humans and agents can both read.

    Optimism Needs Memory

  6. May 22

    AI Agents Need Real-Time Data

    AI agents need current state, not just pages to cite. As Search moves toward agents, brands need live answers machines can safely use.

  7. May 11

    Grounding Needs To Know When Facts Expire

    Stable knowledge, context, and live state do not decay at the same speed.

    Grounding Needs To Know When Facts Expire

  8. Apr 24

    The AI Multiplier on Your Career

    Why adoption is not proficiency, and why the next five years widen the gap between operators and the middle.

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Original thinking on data and AI. How people and companies can adopt AI, explained for executives, marketers and anyone trying to understand it.

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