Vanishing Gradients

Episode 8: The Open Source Cybernetic Revolution

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May 16, 2022
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ADVICE

Align Investors To Protect Generativity

  • If you accept VC funding, align investor expectations with your long-term mission explicitly.
  • Choose investors who grant runway or 'play money' to protect generative open practices from short-term pressure.
ADVICE

Create High-Trust Practitioner Communities

  • Build high-trust community spaces where practitioners share real experience and signal rises above noise.
  • Use practitioner-led platforms like Anaconda Nucleus to resist extractive marketing and fake categories.
INSIGHT

Most Firms Aren't Truly Data-Driven

  • Modern firms are largely retroactively data-informed rather than truly data-driven.
  • Peter Wang calls this a cybernetic revolution to make prediction-action-observation loops tight and responsive.
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