From 9055fca7923638bec38764d18cd102082f4f3c54 Mon Sep 17 00:00:00 2001 From: Giorgio Gilestro Date: Mon, 7 Sep 2026 13:23:35 +0100 Subject: [PATCH] Fig. 1A: pastel palette (green biology, two blues for AI) + Mendel peas and robot icons Per GG: the biological model goes pastel green (nature), the two AI tiers light and darker pastel blue; header text switches from white to the dark shade of each hue (white is unreadable on pastel). A green-pea icon honours Mendel in the biology header; a friendly robot marks the two AI headers. Icons are Flaticon #2347052 and #10479785, used under GG's paid Flaticon licence (noted in make_figs.py); header text is centred slightly left of a dedicated icon slot so nothing collides. Caption colour sentence updated (green vs blues). Co-Authored-By: Claude Fable 5 Claude-Session: https://claude.ai/code/session_01BkRLcc18rwT2Lysu6PbG7v --- paper/pnas/body.tex | 2 +- paper/pnas/build.py | 4 ++-- paper/pnas/figs/fig1a.pdf | Bin 61397 -> 65289 bytes paper/pnas/figs/icons/pea.png | Bin 0 -> 42506 bytes paper/pnas/figs/icons/robot.png | Bin 0 -> 16382 bytes paper/pnas/main.pdf | Bin 394440 -> 398301 bytes paper/pnas/make_figs.py | 35 +++++++++++++++++++++----------- 7 files changed, 26 insertions(+), 15 deletions(-) create mode 100644 paper/pnas/figs/icons/pea.png create mode 100644 paper/pnas/figs/icons/robot.png diff --git a/paper/pnas/body.tex b/paper/pnas/body.tex index 68fdbb8..27c5fcd 100644 --- a/paper/pnas/body.tex +++ b/paper/pnas/body.tex @@ -21,7 +21,7 @@ An operator of a model population faces recurring decisions for which there is n \begin{figure*}[p]\centering % fig1 \includegraphics[width=\textwidth]{figs/fig1a.pdf}\\[6pt] \includegraphics[width=\textwidth]{figs/fig1b.pdf} -\caption{(A) The experimental programme. Each population-genetic abstraction (Table 1) is tested at up to three tiers, ordered left to right by increasing realism: a biological model (a Wright--Fisher simulator over knowledge distributions; closed forms, bitwise-reproducible), trained neural networks measured against exact oracles (recurrent, feedforward, and variational-autoencoder generators on a synthetic mode universe, and a convolutional VAE on MNIST), and language models (LoRA specialists on Qwen bases at 0.5B and 7B, scored by an exact-match verifier). Colour separates the two categories: the biological model in blue, the two AI-model tiers in oranges. The same abstractions are carried across all three. Rows are the framework's mechanisms, each defined at the left margin; filled cells name the experiments run at each tier, and each carries, in its corner, the figure or table where that result is reported, so this figure doubles as a map of the paper. Each claim is tested at the cheapest tier that can falsify it, and a costlier tier is entered only where it adds a discriminating test rather than a replication: grounding at language-model scale is established in prior work (21, 30) and is not re-run; epistasis and the society skip the middle tier, whose distinctive value (exact oracles) does not bear on those operator-level questions; and the society at language-model scale is the integrative experiment this paper specifies but does not run --- its stated gap. (B) The conceptual basis of the transfer. A population of models is usually pictured as a society in space: contemporaries exchanging messages. The couplings this paper studies run instead between generations --- training on model output (inheritance), weight-space merging (recombination), verified real data entering each generation (immigration from reality) --- a society in time, the object population genetics was built to describe. Dots mark capabilities: the rare one (gold) is lost under single-parent inheritance, reassembled by merging complementary parents, and re-supplied by grounding.}\label{fig1} +\caption{(A) The experimental programme. Each population-genetic abstraction (Table 1) is tested at up to three tiers, ordered left to right by increasing realism: a biological model (a Wright--Fisher simulator over knowledge distributions; closed forms, bitwise-reproducible), trained neural networks measured against exact oracles (recurrent, feedforward, and variational-autoencoder generators on a synthetic mode universe, and a convolutional VAE on MNIST), and language models (LoRA specialists on Qwen bases at 0.5B and 7B, scored by an exact-match verifier). Colour separates the two categories: the biological model in green, the two AI-model tiers in blues. The same abstractions are carried across all three. Rows are the framework's mechanisms, each defined at the left margin; filled cells name the experiments run at each tier, and each carries, in its corner, the figure or table where that result is reported, so this figure doubles as a map of the paper. Each claim is tested at the cheapest tier that can falsify it, and a costlier tier is entered only where it adds a discriminating test rather than a replication: grounding at language-model scale is established in prior work (21, 30) and is not re-run; epistasis and the society skip the middle tier, whose distinctive value (exact oracles) does not bear on those operator-level questions; and the society at language-model scale is the integrative experiment this paper specifies but does not run --- its stated gap. (B) The conceptual basis of the transfer. A population of models is usually pictured as a society in space: contemporaries exchanging messages. The couplings this paper studies run instead between generations --- training on model output (inheritance), weight-space merging (recombination), verified real data entering each generation (immigration from reality) --- a society in time, the object population genetics was built to describe. Dots mark capabilities: the rare one (gold) is lost under single-parent inheritance, reassembled by merging complementary parents, and re-supplied by grounding.}\label{fig1} \end{figure*} \section*{The biological model, and where trained learners depart from it} diff --git a/paper/pnas/build.py b/paper/pnas/build.py index 68a0a14..9d6ac8d 100644 --- a/paper/pnas/build.py +++ b/paper/pnas/build.py @@ -28,8 +28,8 @@ FIGURES: dict[str, tuple[list[str], str]] = { "trained neural networks measured against exact oracles (recurrent, feedforward, and " "variational-autoencoder generators on a synthetic mode universe, and a convolutional VAE on " "MNIST), and language models (LoRA specialists on Qwen bases at 0.5B and 7B, scored by an " - "exact-match verifier). Colour separates the two categories: the biological model in blue, " - "the two AI-model tiers in oranges. The same abstractions are carried across " + "exact-match verifier). Colour separates the two categories: the biological model in green, " + "the two AI-model tiers in blues. The same abstractions are carried across " "all three. Rows are the framework's mechanisms, each defined at the left margin; filled " "cells name the experiments run at each tier, and each carries, in its corner, the figure " "or table where that result is reported, so this figure doubles as a map of the paper. 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