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.