Giorgio Gilestro
ab3dc10587
- paper/pnas -> paper/manuscript (venue-neutral)
- configs/layer1 -> configs/inheritance, src/knowledge -> src/inheritance
(imported as `inheritance`), make layer1 -> make inheritance; layer2 alias dropped
- inheritance and trained-network bundles named after the manuscript figure
they feed (fig2_grounding_sweep, figS3_rebaselining, ...), or descriptively
where they feed none; configs keep their `experiment:` value so parquet
hashes are unchanged, only output.dir moves
- figure scripts, SI figure sources, notebooks, REPRODUCING.md, README and the
SI Methods/tables updated; make clean no longer deletes tracked manifests;
reproduce.sh hashes the s{seed}/ layouts too
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Y64o8FKP7rCuXzC48pxpMm
27 lines
1.3 KiB
YAML
27 lines
1.3 KiB
YAML
experiment: E10
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kind: directed_sex
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seed: 20260705
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n_replicates: 24
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# (Directed sex beats biological sex — the distinctly-AI superpower): on rugged landscapes, blind
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# ("biological") sex suffers outbreeding depression (offspring worse than parents). But an AI can do
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# what biology cannot: choose maximally-complementary mates, evaluate MANY recombinant offspring, and
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# keep only the fittest, over several rounds (directed sex = iterated recombine-then-select, with no
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# two-parent limit). Compare, across ruggedness K: best single parent vs RANDOM sex (blind) vs
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# DIRECTED sex. Expect: random sex craters with ruggedness; directed sex avoids the catastrophe and
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# matches or exceeds the best parent even when skills are entangled. Falsifier: directed sex does no
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# better than random sex, or never recovers the best-parent level on rugged landscapes.
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society:
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L: 12
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n_parents: 6
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pop: 200 # offspring evaluated per round (mate choice + offspring selection)
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keep: 8 # fittest offspring retained each round
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rounds: 5 # rounds of recombine-then-select
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rate: 0.2 # directed-sex recombination rate (random-sex uses free rate 0.5)
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sweep:
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- param: K
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values: [2, 4, 6, 8, 10] # landscape ruggedness (all with parent diversity)
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output: {dir: results/figS11_directed_recombination}
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