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Bits vs Dynamics

Companion to Dimensional Landauer Bound

Left: Floating bits (balloons)
Right: Lorenz attractor (dynamics)

Two Kinds of Systems

Left: Bits—Floating bits that interact locally, lose energy at every collision, and eventually settle. Each bit has a precise position you can measure without changing anything fundamental.

Right: Dynamics—A Lorenz attractor where every point affects every other point. The system never settles into a repeating pattern, yet it stays bounded. Structure without bits.

The Energy Difference

Digital computers pay kT ln 2 per bit, per clock cycle. That's Landauer's bound—the thermodynamic cost of erasing information.

Biological systems pay per dimension, deferred until commitment. A protein exploring 10,000 conformations doesn't pay energy for each one—it pays once, when it folds.

Try This

  • Left panel: Click and drag bits to fling them around. Watch collisions dissipate energy as the system settles.
  • Right panel: Click and hold to create a measurement constraint. Watch the attractor respond—not by stopping, but by reorganizing around your probe.
  • Compare: The bits run out of energy. The attractor never does. Same fundamental physics, different organization.

Key Insight

The difference isn't complexity—it's coherence. Bits are independent by design (that's what makes them addressable). Dynamics are coupled by physics (that's what makes them efficient). You can't have both. You have to choose your trade-off.