MachineSex/paper
Giorgio Gilestro 612be58433 introduction rewritten: setting, diagnosis, question — nothing else
The Introduction is halved (1,360 -> 654 words, four paragraphs): the
model-population setting; the data-coupled generations + the thesis
sentence; the drift diagnosis placed in the literature; and the
motivating question (the four operator decisions with no principled
guidance + the continual-learning framing), closing on the value
anticipation without disclosing results. Evicted and rehomed: the
interpretation/explanation/prediction ladder (deleted — its content
lives in the calibrated Results and ledger); the answers-list (deleted —
results belong in Results); the correspondence walk-through (Muller's
ratchet moved to the minimal-model section with its scope clause;
immigration/Fisher-Muller/BDM citations anchored where the concepts are
developed in Results; the Livnat precursor and predictor-delta moved to
the Discussion ledger); the tiers-of-evidence and negative-results-
prominence sentences (deleted). The continual-learning operator mapping
moved into the Discussion block, retitled "Continual learning at the
population scale", deduplicated against its five offers. All 66
references wholesale-renumbered to the new first-appearance order and
the list reordered (invariant verified: in-text order = 1..66 = list).
Main text 4.7k words; 19 pp.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BkRLcc18rwT2Lysu6PbG7v
2026-09-07 10:20:00 +01:00
..
arxiv third review round: mathematical corrections + operator separation + headline calibration 2026-09-06 19:29:09 +01:00
pnas introduction rewritten: setting, diagnosis, question — nothing else 2026-09-07 10:20:00 +01:00
blueprint.md Layer 1 core: Wright-Fisher knowledge-transmission model with E1-E2 2026-07-04 18:10:18 +02:00
response-to-review-2.md second review round: tempered claims, robust statistics, corrected technical statements 2026-09-06 17:55:46 +01:00
response-to-review-3.md third review round: mathematical corrections + operator separation + headline calibration 2026-09-06 19:29:09 +01:00
response-to-review.md paper: response to the external review + the last outstanding fix 2026-09-06 17:31:36 +01:00
results-summary.md papers: consolidate the real-LLM recombination arc (merge/moe/directed + headroom law) 2026-07-05 19:20:19 +01:00
si-notes.md second review round: tempered claims, robust statistics, corrected technical statements 2026-09-06 17:55:46 +01:00
the-evolution-of-sex-for-ai-accessible.md paper: claim-narrowing revision from the external review 2026-09-06 15:14:28 +01:00
the-evolution-of-sex-for-ai.md narrative revision: substantiated premise, continual-learning positioning, convergence framing 2026-09-06 20:15:40 +01:00
the-lamarckian-society-v5.md papers: consolidate the real-LLM recombination arc (merge/moe/directed + headroom law) 2026-07-05 19:20:19 +01:00