Knowledge topic

AI Strategy

6 published knowledge pages on AI Strategy.

• AI Strategy

  The AI Feedback Loop Moat

  The strongest AI moat for small teams is not a static asset. It is a fast loop: users create behavior and feedback, AI helps interpret it, and the product im...

• AI Strategy

  The Taste Treadmill: Why Better AI Models Make Old Ones Feel Worse

  Reference Points Move Faster Than ModelsAfter a few days with a significantly better AI model, your internal standard recalibrates. The older model does not ...

• AI Strategy

  Measuring AI Model Quality by Intervention Frequency

  Count the Interruptions, Not the CapabilitiesWhen comparing AI models, the instinct is to ask what each model can do. A more revealing question is how often ...

• AI Strategy

  Pairwise Preference Evaluation for AI Models

  Preference Over ScoringTraditional AI benchmarks test whether a model's output matches a fixed correct answer. Pairwise preference evaluation takes a differe...

• AI Strategy

  AI as Curiosity Amplifier: Why the Real Shift Isn't Automation

  Beyond the Tireless InternMost AI framing treats the technology as a productivity tool: it writes the email, summarizes the meeting, cleans up the spreadshee...

• AI Strategy

  Accidental Friction vs. Protective Friction: What AI Should and Shouldn't Remove

  Two Kinds of FrictionNot all friction is the same. Understanding the difference is essential to using AI effectively rather than destructively. Accidental F...