assembly-economics/simulations/gadm02/results/agency.md
tegwick c4b4be4b4c Regenerate agency.md (model version header only)
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

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2026-10-13 14:18:00 +02:00

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GADM-0.4: cohort agency

Generated by simulations/gadm02/agency.py. t = 100 years.

Scenarios

Scenario G aggregate G working age G seniors gap (w − s)
Baseline (current trends) 0.395 0.407 0.359 +0.048
Automated capitalism 0.319 0.332 0.279 +0.053
Dividend abundance 0.429 0.441 0.393 +0.047
Universal venture access 0.511 0.531 0.450 +0.081
Commons-rich economy 0.419 0.432 0.380 +0.051
Attention oligopoly 0.369 0.381 0.331 +0.051
Generative regime 0.697 0.699 0.689 +0.010
Generative regime, concentrated lineages 0.453 0.462 0.424 +0.038
Generative regime, attention extraction 0.632 0.635 0.622 +0.014

G1: membrane control and the senior agency gap (baseline background)

m (user/community membrane control) G working age G seniors gap
0.1 0.386 0.335 +0.052
0.3 0.407 0.359 +0.048
0.5 0.432 0.388 +0.045
0.7 0.456 0.417 +0.039
0.9 0.476 0.443 +0.033

Gap change from m = 0.1 to 0.9: -0.018.

G2: education and working-age agency (run difference, edu 1.5 vs. 1.0)

t ΔG working age ΔG seniors
0 +0.0000 +0.0000
10 +0.0039 +0.0005
20 +0.0049 +0.0010
30 +0.0048 +0.0010
50 +0.0048 +0.0011
75 +0.0049 +0.0012
100 +0.0049 +0.0012

Half of the final working-age effect after 6 years.

G3: care relief and senior agency (baseline background)

Participation claims cp act through two channels: broader claims B (all cohorts) and care relief (seniors' agency, carers' attention). Setting care_relief = 0 isolates the claims channel.

cp G working age G seniors G seniors, claims channel only care-relief share of senior gain
0.00 0.407 0.359 0.359 —
0.15 0.423 0.395 0.375 56%
0.30 0.438 0.428 0.390 55%