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Evidence record 4824 · automatically gathered

Prediction and Empowerment: A Theory of Agency through Bridge Interfaces

We study agency under partial observability in deterministic physical or simulated worlds, where apparent randomness arises from uncertainty over initial conditions, fixed law bits, and unrolled exogenous noise. We model sensing and actuation as bridge interfaces split between agent-controlled parameters and environment-controlled channel state, inducing a deterministic POMDP through a prior over latent microstates and many-to-one observation coarsening. Within this framework, we prove a separat

Record details

Published: 7 May 2026
Source: arXiv
Category: Research
Topics: Regulation · Agents & autonomy · Environment
Retrieved: 14 July 2026

source-onlyevidence status

These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.

Shared topic: Regulation · Shared topic: Agents & autonomy

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How to cite this record

ethics.ai (7 May 2026), “Prediction and Empowerment: A Theory of Agency through Bridge Interfaces,” evidence record 4824, https://ethics.ai/record/4824 (originally published by arXiv).

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