MediaClipThe AI-Native Shift - Beyond Industrial Defaults

Encode the win, not the mistake

July 31, 2026

1:07

Every correction you give an AI agent teaches it something — the question is what. Tell it "never do that again" and it remembers the mistake. Tell it "I like it this way" and it remembers the win. Erin Wiggers thought this through live on this week's AI-Native Shift: what if every correction were reframed from negative to positive by default? Small shift, real difference in what sticks. #AINativeShift #AIReadiness

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Where this came from

Your Agents Are Only as Free as Your Rules — Part 3: Empowerment over Learned Helplessness

Watch the full conversation this clip was pulled from.

The next step

That's the moment. Here is how you make it yours.

Build something realTake what you learned and build something concrete. valuefirstagent.com is where your build becomes a working agent.valuefirstagent.com(opens in a new tab)

And then, the rest of the path:

  1. Join the conversationainativehumans.org(opens in a new tab)
  2. Practice with peersvaluefirstcollective.com(opens in a new tab)
  3. Teach the next personthe Academy