Research series
Rethinking Intelligence Through Adaptive Dynamics
A five-part first-contact path from intelligence and reality-model limits to environment-relative adaptation, evidence-grounded updating, and history-dependent organization.
Part 1 · Published
What Is Intelligence?
Treating intelligence as a higher-level attribution over time, while asking which causal organization and adaptive dynamics generate the behavior that supports that attribution.
Part 2 · Published
No Model Is Reality
Why models are bounded representations and why capability claims should not exceed the environmental scope of the evidence.
Part 3 · Published
Adaptation Is Relative to the Environment, Not to Our Values
Adaptation is consequence-sensitive change relative to an environment. It is not the same as regulation, optimization, improvement, moral approval, or intelligence itself.
Part 4 · Published
Adaptation Is Not Foresight: What Should Be Different the Second Time?
Adaptation does not require a system to predict long-term outcomes in advance. It requires informative consequences to become evidence that can change later judgment and action.
Part 5 · Published
The Same Events in a Different Order Can Build a Different System
Why history-sensitive organization can make event order causally consequential even when the same events eventually occur.