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Integrate seed artifacts: promote concept digest and GADM-0.1, add ASSEMBLY-WP-0003 Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Assistant: claude-code Assistant-Model: opus Assistant-Process: 1494246@bnt-lap001 Assistant-Session: caf6de6f-f9e4-47ce-a584-49baa271fa4b
2026-10-12 00:18:50 +02:00
# Models
Formal and dynamic models for `assembly-economics`. Like `concepts/`, these are
exploratory: they generate hypotheses and are not established results.
## Documents
| Document | Status | Source |
|----------|--------|--------|
| [GenerativeAssemblyDynamicsModel.md](GenerativeAssemblyDynamicsModel.md) | GADM-0.1 (promoted verbatim) | `seed/GenerativeAssemblyDynamicsModel.md` |
Complete ASSEMBLY-WP-0003; add GADM organism mapping, glossary, ASSEMBLY-WP-0004 - models/InformationOrganismsInGADM.md: maps information organisms onto GADM-0.1 stocks and flows, lists missing variables (attention headroom, K_Omega, compute, membrane control, participation claims) - concepts/Glossary.md: reconciles society and organism vocabularies - README.md and SCOPE.md aligned with ratified INTENT.md - ASSEMBLY-WP-0004 (proposed): GADM-0.2 modeling from INTENT next steps 2-10 - ASSEMBLY-WP-0002-T09: apply glossary recommendations Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Assistant: claude-code Assistant-Model: opus Assistant-Process: 1494246@bnt-lap001 Assistant-Session: caf6de6f-f9e4-47ce-a584-49baa271fa4b
2026-10-12 00:22:39 +02:00
| [InformationOrganismsInGADM.md](InformationOrganismsInGADM.md) | mapping note v0.1 | ASSEMBLY-WP-0003-T03; input for GADM-0.2 (ASSEMBLY-WP-0004) |
Implement ASSEMBLY-WP-0004: GADM-0.2 model, simulation, scenarios, sensitivity - models/GADM-CLD.md: causal-loop diagram, loops, 49 signed links - models/GADM-0.2.md: organism extensions (K split, attention headroom, selection channel O, membrane/lineage levers, participation claims), equations, findings - simulations/gadm02: stdlib simulation, scenario runner, OAT sensitivity, unit tests; results committed - scenarios/: six GADM-0.1 regimes + baseline + two organism-axis variants - metrics/MetricsCatalog.md, models/GADM-0.3-Candidates.md, references/LiteratureComparison.md - ASSEMBLY-WP-0005 (proposed, residual): GADM-0.3 Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Assistant: claude-code Assistant-Model: opus Assistant-Process: 1494246@bnt-lap001 Assistant-Session: caf6de6f-f9e4-47ce-a584-49baa271fa4b
2026-10-12 00:43:53 +02:00
| [GADM-CLD.md](GADM-CLD.md) | v0.1 | causal-loop diagram, loops, signed link table (ASSEMBLY-WP-0004-T01/T02) |
| [GADM-0.2.md](GADM-0.2.md) | GADM-0.2 | extensions decision, equations, scenario and sensitivity findings (ASSEMBLY-WP-0004) |
ASSEMBLY-WP-0005-T06: life-cycle cohorts; finish WP-0005; add WP-0006 - 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) Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Assistant: claude-code Assistant-Model: opus Assistant-Process: 1494246@bnt-lap001 Assistant-Session: caf6de6f-f9e4-47ce-a584-49baa271fa4b
2026-10-12 07:38:22 +02:00
| [GADM-0.3.md](GADM-0.3.md) | GADM-0.3 | power channels (P1/P2) wealth separated from power (P3), attention recalibration, organism grid, life-cycle cohorts (ASSEMBLY-WP-0005) |
ASSEMBLY-WP-0006-T05: agency per cohort; finish WP-0006; add WP-0008 - gadm04: working-age and senior agency (restartability, digital exclusion, care support, education-shaped entry agency); equilibrium start; switch reproduces aggregate model (tested) - agency.py: G1 supported modestly, G2 not supported (agency driven by current conditions), G3 supported (care relief ~55% of senior gain) - GADM-0.4 complete; ASSEMBLY-WP-0008 (empirical grounding, proposed residual) Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Assistant: claude-code Assistant-Model: opus Assistant-Process: 1494246@bnt-lap001 Assistant-Session: caf6de6f-f9e4-47ce-a584-49baa271fa4b
2026-10-12 09:37:43 +02:00
| [GADM-0.4.md](GADM-0.4.md) | GADM-0.4 | durable capability, grounded organism depreciation, global sensitivity, equilibrium start, cohort agency (ASSEMBLY-WP-0006) |
ASSEMBLY-WP-0006-T06: scope sectors and goods; add ASSEMBLY-WP-0007 Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Assistant: claude-code Assistant-Model: opus Assistant-Process: 1494246@bnt-lap001 Assistant-Session: caf6de6f-f9e4-47ce-a584-49baa271fa4b
2026-10-12 08:41:25 +02:00
| [GADM-Sectors-Scope.md](GADM-Sectors-Scope.md) | scoping | rival/non-rival goods, ecological classes, sectors, selection mechanisms (ASSEMBLY-WP-0006-T06 → ASSEMBLY-WP-0007) |
ASSEMBLY-WP-0009-T01/T02: adoption band B1-B4 and probe across it - gadm04: optional self-enhancement loop (selfenh, default off) - grounding.py: band anchors slow/central/fast/aggressive (B4 selfenh 3.0) - band_probe.py: 36 readings across the band - 22 robust, 7 quantitative shifts, 7 qualitative breaks; core claims robust; moderate reforms suffice only under conservative adoption; under B4 lineage control dominates even in the generative regime (structural candidate) - models/AdoptionBand.md, research/BreakRegister.md (BR-001..004) Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Assistant: claude-code Assistant-Model: opus Assistant-Process: 1494246@bnt-lap001 Assistant-Session: caf6de6f-f9e4-47ce-a584-49baa271fa4b
2026-10-12 10:58:47 +02:00
| [AdoptionBand.md](AdoptionBand.md) | v0.1 | adoption band B1–B4 and probe of all scenarios across it (ASSEMBLY-WP-0009) |
ASSEMBLY-WP-0008: empirical grounding of key GADM parameters - Research on organism adoption, commons, power persistence, lobbying, human-capital persistence, age gaps and care load - grounding.py: grounded parameter sets (central / slow adoption) with own equilibrium start and recalibrated channels; tested - grounded_readings.py: all structural readings survive grounding; default adopts organisms too fast; governance stakes rise with adoption speed; care load overstated ~4x (joint recalibration of attention extraction) - ParameterGrounding.md v0.2: register with statuses, evidence, mappings, validation/falsification tests for ASSEMBLY-WP-0007 - GADM-0.4 model version finalised Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Assistant: claude-code Assistant-Model: opus Assistant-Process: 1494246@bnt-lap001 Assistant-Session: caf6de6f-f9e4-47ce-a584-49baa271fa4b
2026-10-12 09:45:19 +02:00
| [ParameterGrounding.md](ParameterGrounding.md) | v0.2 | which parameters are grounded, bracketed, assumed or calibrated |
Implement ASSEMBLY-WP-0004: GADM-0.2 model, simulation, scenarios, sensitivity - models/GADM-CLD.md: causal-loop diagram, loops, 49 signed links - models/GADM-0.2.md: organism extensions (K split, attention headroom, selection channel O, membrane/lineage levers, participation claims), equations, findings - simulations/gadm02: stdlib simulation, scenario runner, OAT sensitivity, unit tests; results committed - scenarios/: six GADM-0.1 regimes + baseline + two organism-axis variants - metrics/MetricsCatalog.md, models/GADM-0.3-Candidates.md, references/LiteratureComparison.md - ASSEMBLY-WP-0005 (proposed, residual): GADM-0.3 Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Assistant: claude-code Assistant-Model: opus Assistant-Process: 1494246@bnt-lap001 Assistant-Session: caf6de6f-f9e4-47ce-a584-49baa271fa4b
2026-10-12 00:43:53 +02:00
| [GADM-0.3-Candidates.md](GADM-0.3-Candidates.md) | outline | life-cycle and power extensions, deferred items (ASSEMBLY-WP-0004-T08) |
Integrate seed artifacts: promote concept digest and GADM-0.1, add ASSEMBLY-WP-0003 Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Assistant: claude-code Assistant-Model: opus Assistant-Process: 1494246@bnt-lap001 Assistant-Session: caf6de6f-f9e4-47ce-a584-49baa271fa4b
2026-10-12 00:18:50 +02:00
## Conventions
- Every document opens with a provenance comment that names its source and the
task that created it.
- Model versions use the model's own scheme (`GADM-0.1`, `GADM-0.2`, …). Bump on
changes to stocks, flows, or causal structure.
- Simulations that implement a model live in `simulations/` and name the model
version they implement.
Reference in a new issue Copy permalink