Timing inaccessibility and the projection bound: Resolving Maxwell’s demon for continuous biological substrates

We show that the thermodynamic advantage of biological, continuous substrates over digital simulators arises from timing inaccessibility: below the Landauer threshold, temporal order cannot be irreversibly registered without dissipating ≥k<sub>B</sub>Tln2 per binary decision. Consequently, exponentially many micro-trajectories map to the same observable outcome (path degeneracy). Continuous high-dimensional substrates exploit this by integrating sub-Landauer couplings during evolution and paying only at projection (dimensional collapse to a low-dimensional output). We derive a Projection Bound for quasistatic projection at effective temperature T<sub>eff</sub>: [Formula: see text] which reduces under typical-set conditions to E<sub>collapse</sub>≥k<sub>B</sub>T<sub>eff</sub>ln(N<sub>ɛ,pre</sub>/N<sub>ɛ,post</sub>). Combined with a Temporal Registration Bound (order over M bins needs log<sub>2</sub>M! bits), we quantify the gap: enumerative digital tracking scales exponentially with dimension, whereas projection cost scales like lnG∼D. For biologically plausible parameters, we estimate degeneracies of 10<sup>42</sup>-10<sup>94</sup> (protein folding) and 10<sup>50</sup>-10<sup>100</sup> (neural dynamics) as upper bounds under independence assumptions. The framework reconciles stochastic resonance (amplitude detection) with order inaccessibility, and clarifies why analog/neuromorphic systems gain efficiency by deferring projection.

Authors

Institutions

Publication Details

Journal
Biosystems
Published
2025-11-03
DOI
https://doi.org/10.1016/j.biosystems.2025.105632
Citations
2
Primary Topic
stochastic dynamics and bifurcation
Type
article
Field-Weighted Citation Impact
2.65
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Timing inaccessibility and the projection bound: Resolving Maxwell’s demon for continuous biological substrates

Ian Todd
2 citations
Biosystems
stochastic dynamics and bifurcation
2.65
article

Timing inaccessibility and the projection bound: Resolving Maxwell’s demon for continuous biological substrates

Ian Todd
article en
2 citations

Abstract

We show that the thermodynamic advantage of biological, continuous substrates over digital simulators arises from timing inaccessibility: below the Landauer threshold, temporal order cannot be irreversibly registered without dissipating ≥k<sub>B</sub>Tln2 per binary decision. Consequently, exponentially many micro-trajectories map to the same observable outcome (path degeneracy). Continuous high-dimensional substrates exploit this by integrating sub-Landauer couplings during evolution and paying only at projection (dimensional collapse to a low-dimensional output). We derive a Projection Bound for quasistatic projection at effective temperature T<sub>eff</sub>: [Formula: see text] which reduces under typical-set conditions to E<sub>collapse</sub>≥k<sub>B</sub>T<sub>eff</sub>ln(N<sub>ɛ,pre</sub>/N<sub>ɛ,post</sub>). Combined with a Temporal Registration Bound (order over M bins needs log<sub>2</sub>M! bits), we quantify the gap: enumerative digital tracking scales exponentially with dimension, whereas projection cost scales like lnG∼D. For biologically plausible parameters, we estimate degeneracies of 10<sup>42</sup>-10<sup>94</sup> (protein folding) and 10<sup>50</sup>-10<sup>100</sup> (neural dynamics) as upper bounds under independence assumptions. The framework reconciles stochastic resonance (amplitude detection) with order inaccessibility, and clarifies why analog/neuromorphic systems gain efficiency by deferring projection.

BiosystemsVol. 258
The University of Sydney (AU)
Openalex Percentile: Top 9%
stochastic dynamics and bifurcation
2.65
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Timing inaccessibility and the projection bound: Resolving Maxwell’s demon for continuous biological substrates — Ian Todd · Biosystems (2025) | TGRS Research Map | TGRS