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Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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- gadm04: W, Aw, As start at their equilibria (equilibrium_init, tested);
channel counters calibrated at GADM-0.4's own initial state
- robustness/gsa use the model's own calibration
- P3 now holds in all robustness variants (the T02 exception was an
initial-condition artifact); life-cycle readings confirmed
- GSA rerun: model mostly additive (sum S1 ~0.99 generative, was 0.89);
governance levers m, L, r_lin strongly non-linear; T03 reading corrected
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- dO grounded at 0.20/yr (software, R&D capital, AI hardware evidence);
investment/learning rescaled so the baseline organism path is unchanged
- robustness.py: key readings hold for grounded dO and brackets on channel
self-reinforcement and wealth conversion; P3 effect size grows at strong
self-reinforcement
- models/ParameterGrounding.md: register of grounded / bracketed / assumed /
calibrated parameters, open grounding needs
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- gadm03c.py: four cohorts with demography, cohort capability, mentoring,
care load on attention; stationary at replacement fertility (tested)
- life_cycle.py: L1 supported after fixing an inert mentoring term; L2
conditional on who carries care per person, care relief via participation
claims protects carers' attention; L3 not supported (H lacks a durable
component)
- GADM-0.3.md complete; ASSEMBLY-WP-0006 (GADM-0.4, proposed residual)
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- aext recalibrated to 0.275 against ATUS and social-media time-use data;
baseline attention headroom now ~0.49 instead of rising to 0.65
- T03/T04 stages stay reproducible (t03_params, t04_params; verified)
- organism_grid.py: factorial analysis; lineage ownership is the strongest
organism lever, then membrane control, then attention protection (which
acts on A, not on power); lineage x membrane complementary at baseline;
organism governance without attention protection raises attention draw
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- Wealth-concentration stock W with wealth-tax lever; converts into market
and political channels only, moderated by checks (Q*S)
- wealth_on switch reproduces the T03 model exactly (verified)
- wealth.py: P3 supported and robust to conversion strength (full wealth
tax lowers P by only 0.01-0.05 because membrane/lineage control does not
run on wealth); effect on reachable channels depends on k_w
- Tests for wealth switch and tax direction
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All bibliographic entries checked by web search (verification log added);
details corrected and completed; AI-growth prior art added (Aghion/Jones/
Jones; Trammell & Korinek; Davidson et al.); novelty claim 2 narrowed to
lineage/membrane governance coupled to domination, agency and commons.
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- MembraneModel, SeedKernel, EvolutionModel, MetabolismModel, ResourceOntology
promoted verbatim from history/ with originating questions
- NetworkObjectModel.md: implementation-neutral object model with invariants
- Cross-lens notes applied from Glossary.md (T09)
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Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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