Explo(r|it)er.

Simulated Thinking

Getting trapped in one cognitive mode (optimized) while mistaking it for the whole.

Thinking is the dynamic interplay and fluid switching between two cognitive modes: Adaptive and Optimized. Simulated Thinking1 is getting trapped in optimized mode while mistaking it for the whole.

Adaptive ModeOptimized Mode
OrientationExploreExploit
PerceptionSensingHabituation
ProcessingSensemakingAutomated
OutcomeLearningExecution

The inability to recognize or transition into adaptive mode is itself a product of simulated thinking. It sees exploration as inefficiency, uncertainty as incompetence, deviation as defiance, and genuine thinking as error, disability, or hostility.

The result is a mode that appears smart but is actually non-adaptive. It's rewarded socially, but it drifts from reality (as real thinking is often marginalized, mocked, or attacked). This is not a healthy balance, but a structural bias toward exploitation, baked into our institutions, technologies, and cultural norms.

It usually plays out in a predictable pattern:

  1. Systems over-optimize for known inputs.
  2. Exploration is replaced with execution, speed, and performance.
  3. Habits ossify into scripts and scripts become dogma.
  4. The environment shifts (faster and faster over time).
  5. The system has little to no adaptive capacity.
  6. Breakdown, collapse, and scapegoating ensue.

Footnotes

  1. "Simulated Thinking" coined by Jordan Hall in On Thinking and Simulated Thinking.