2202.00431
Strong Emergence Arising from Weak Emergence
Thomas Schmickl
incompletemedium confidence
- Category
- Not specified
- Journal tier
- Specialist/Solid
- Processed
- Sep 28, 2025, 12:56 AM
- arXiv Links
- Abstract ↗PDF ↗
Audit review
The paper’s empirical finding is clear and well documented: on a 201×201 torus with random initializations, there are phase-transition-like thresholds near 0.03 and 0.7–0.8, and for a wide basin the long-term non-zero population density (LTNPD) concentrates around ≈0.029; this is explicitly described and summarized in the text accompanying Figures 2–3 and Table 2 . The paper’s a priori “microscopic model” (an average-neighbor local-density argument with a continuity correction) predicts equilibria at 0, 0.25 (unstable), and 3.5/8≈0.4375 (stable), and the author stresses that this fails by over an order of magnitude relative to the observed ≈0.029 and also misplaces the lower threshold; those statements are made explicitly in the paper (see the discussion surrounding Figure 5) . The paper then argues that these difficulties suggest strong emergence, while also stating that it does not deliver a definitive proof and that the claim remains a suggestion . The candidate solution recapitulates the same local-density fixed-point analysis and correctly notes that even the standard independence mean-field map F(Ω)=Ω·P(N∈{2,3})+(1−Ω)·P(N=3)=28Ω^3(1−Ω)^5(3−Ω) yields O(10^−1) fixed points, again incompatible with ≈0.029. It also diagnoses the failure of Ω-only closures due to pattern-formation-induced correlations, consistent with the paper’s narrative. However, the model goes beyond the paper by asserting (without a sound construction) that one can preserve all finite-radius pattern frequencies yet drastically change the count of birthable dead sites; this is incorrect if one preserves the full 3×3 neighborhood statistics, since births at the next step are exactly determined by the global counts of 3×3 patterns. In short: the paper’s empirical and qualitative claims are sound but stop short of a proof; the model’s broader impossibility claim is suggestive but contains a gap. Hence: both incomplete.
Referee report (LaTeX)
\textbf{Recommendation:} major revisions \textbf{Journal Tier:} specialist/solid \textbf{Justification:} The paper documents robust empirical regularities in Game of Life and demonstrates that a naive local-density microscopic closure fails by more than an order of magnitude. Its interpretive thrust—that these macroscopic properties are candidates for strong emergence—is plausible but not proven, and the manuscript itself acknowledges this. Strengthening the methodological analysis (e.g., by including baseline independence mean-field and small-cluster closures and clarifying what, precisely, is ruled out) would substantially increase the contribution.