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Public beta: a decision-governance runtime for AI agents

I’ve released the Productive Value-Productive Power (PV-PP) Runtime API v0.70 as a public beta. It is designed for agent decisions where constraints, viability, recovery, state and different forms of productive capacity should remain explicit rather than being collapsed immediately into a single utility score. The runtime is open source and licensed under the Apache License 2.0. The interface is…

We haven't written up this one. Dev.to has the full story — the link below goes straight to it.

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I pre-registered a study on AI visibility signals. The main result was null.

Originally published on angeo.dev . Full tables, p-values and the sealed plan are there. Most claims about AI visibility are untestable by design: publish the signals, wait, attribute anything good…

  • Study pre-registered to examine AI visibility signals in businesses
  • Four technical signals analyzed across 458 product-level questions
  • No significant difference found between businesses mentioning AI once vs. repeatedly

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