Mind-Body Solution

Neuroscience Beyond Neurons in the Diverse Intelligence Era | Michael Levin & Robert Chis-Ciure

Jan 23, 2026
Michael Levin, biologist studying bioelectricity and morphogenesis, and Robert Chis-Ciure, philosopher-turned consciousness researcher, explore cognition beyond neurons. They discuss cells and tissues as problem-solvers. They examine bioelectric networks, memory without synapses, collective morphological computation, and implications for AI, consciousness, and ethics.
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INSIGHT

Intelligence As Substrate‑Agnostic Efficiency

  • Intelligence should be framed as efficient, substrate-agnostic problem-solving rather than brain-centered behavior.
  • Formal, quantitative frameworks help generate testable predictions and experimental programs.
INSIGHT

Measure Intelligence Relative To Chance

  • K measures intelligence as log ratio of directed search versus random search, giving a continuous scale.
  • Measuring relative to chance avoids anthropocentric benchmarks and yields scale‑free comparisons.
INSIGHT

Biology Favors Coarse‑Grained Efficiency

  • Biological systems are driven to be efficient because they cannot exhaustively simulate microstates.
  • Evolution favors coarse‑grained strategies and models that speed decision‑making across scales.
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