Agency

Causal blankets: Theory and algorithmic framework

Like Markov blankets, but that actually do what you think they do.

Measuring fitness effects of agent-environment interactions

What does it mean for an agent to be 'adaptive'? Here's a formal definition based on causal inference.

Adaptation is not just improvement over time

Defining 'adaptation' based purely on how long an organism lives is a bad idea.