# Turning outcomes into transferable strategies

ID: learning-strategies-from-trials
Canonical: https://rezonansapp.com/nodes/learning-strategies-from-trials
Version: 1
SHA256: 9a89d98270f6a6b02e724a0fc4071a5c2ef535254ec0eef5706d3a9992e9677e
Epistemic kind: reconstruction

## Question

How can concrete failures and successes become reusable strategies for a new problem?

## Formulation

Move between low-level parameters and a space of abstract strategies, using trials to interpret why a path worked and transfer that interpretation to new tasks.

## Tension

Interpreting success is necessary for transfer and also a source of invented causal stories.

## Challenge

Does the inferred strategy predict which altered tasks will fail?