# When transferred learning affects governing policies

ID: learning-and-policy-permeability
Canonical: https://rezonansapp.com/nodes/learning-and-policy-permeability
Version: 1
SHA256: d543ea6ee866e4f1959918b0b3db06e0208ad3f6a20e6f1329f7fd838b31c595
Epistemic kind: reconstruction

## Question

When does the transfer of learned structure between systems also alter governing commitments?

## Formulation

The proposed connection runs from recursive forms and moral reflexivity to policy permeability during parameter-level communication. It asks whether an exchange of learned structure could also carry changes in how a system governs itself.

## Tension

Knowledge exchange and policy revision may be coupled even when the interface treats them as separate.

## Challenge

How can the receiving system identify which governing commitments an apparently task-specific transfer would affect?