Better To Best Research Hub
Compassionism Framework Simulation v5.6.0
All five architectures · CCO · PTF · PTH · SZH · CIP · BLEI-calibrated

← Back to the simulation and its results

The earlier engine (v4.22), kept for exploration

Until v5.0 the page ran this engine: each participant converted part of their own BU, and a wage contribution paid for everything. It is kept here, with its settings, presets and charts, so its choices can still be explored and checked; its figures differ from the results on the main page, which come from the release engine. The v4.22 release holds the page exactly as it was.

Loading illustrative reference run…Run Simulation.
CCO: OffPTF: OffPTH: OffSZH: OffCIP: Off
Run configuration
Economic Outcomes
Wealth Poverty Rate
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Gini Coefficient ⓘ
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Median Wealth ⓘ
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System Stability ⓘ
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Temporal Stability · BLEI Framework↗ paper
Median BLEI Score
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Agents at Top BLEI Tier (730+ days) ⓘ
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Avg Extractive Drain (EDC, design target proxy) ⓘ
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BLEI Poverty (< 30 days)
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Economic Trajectory
Poverty rate — scenario vs baseline
Dashed = US welfare baseline trajectory (same years; recessions apply to baseline only when your scenario has them enabled — see Cumulative Bug Fixes)
Gini coefficient over time
Wealth distribution — p10 / median / p90
Dashed lines = bottom/top deciles · Filled band = median trajectory · Inequality envelope
BU velocity & conversion activity
BLEI Temporal Stability
Median BLEI score — days of basic living covered
Threshold 30d · Stable 120d · Secure 365d · Flourishing/Comfortable 730d
BLEI tier distribution — final year ⓘ
Six-tier welfare classification (Johnson & Claude, 2026)

System comparison — final-year results  Baseline/CCO-only top tier = Comfortable; CCO+PTF = Flourishing

Top BLEI tier label: 'Comfortable' for baseline/CCO-only (730+ days aspirational without PTF/PTH cost reduction); 'Flourishing' when CCO+PTF active. Both thresholds = 730 days — label reflects realistic attainability. See BLEI paper for full tier definitions.

ConfigurationPoverty elim.Median wealthGiniMedian BLEIAvg EDC (design target proxy)Stability
Run the simulation to see results.
▶ 📋 Assumptions, calibration notes and version history

At the release these moved to the replication page (the full ODD protocol, every assumption and known limitation, the calibration notes and the version history). The short list of limits is at the top of this page.

▶ 📚 References & Citations click to expand
Autor, D.H. (2015). Why are there still so many jobs? The history and future of workplace automation. Journal of Economic Perspectives, 29(3), 3–30. [automation risk]
Bass, F.M. (1969). A new product growth model for consumer durables. Management Science, 15(5), 215–227. [PTF diffusion model]
Carroll, C.D. (1997). Buffer-stock saving and the life cycle/permanent income hypothesis. Quarterly Journal of Economics, 112(1), 1–55. [wage diminishing returns]
Champlain Housing Trust. Community Land Trust Program. champlainhousingtrust.org. [PTH liquidity haircut — flat 50% through v4.4; tenure-based schedule from v4.5, see Cumulative Bug Fixes]
Epstein, J.M. & Axtell, R. (1996). Growing Artificial Societies: Social Science from the Bottom Up. MIT Press. [ABM calibrated-unit convention]
Frey, C.B. & Osborne, M.A. (2013). The Future of Employment: How Susceptible Are Jobs to Computerisation? University of Oxford. [automationRisk calibration]
Goering, P., et al. (2014). National At Home/Chez Soi Final Report. Mental Health Commission of Canada. Main messages (PDF). [extreme poverty: wellness-zone effect, EP_WZ_EFFECT, v4.18]
Grimm, V., et al. (2010). The ODD protocol: A review and first update. Ecological Modelling, 221(23), 2760–2768. [ABM documentation standard]
Gutwinski, S., Schreiter, S., Deutscher, K. & Fazel, S. (2021). The prevalence of mental disorders among homeless people in high-income countries: An updated systematic review and meta-regression analysis. PLOS Medicine, 18(8), e1003750. doi:10.1371/journal.pmed.1003750. [extreme poverty: SMI share, EP_SMI_SHARE, v4.18]
Johnson, D. & Claude (Anthropic). (2026). Basic Living Economic Index (BLEI). Better To Best Research Hub. CC BY 4.0. ↗ paper
Johnson, D. & Claude (Anthropic). (2026). Compassionism Framework Simulation. Better To Best Research Hub. Source code: Apache License 2.0 (as of v4.8). ↗ DOI: 10.17605/OSF.IO/QWTE2 — OSF metadata updated (v4.9) to reflect the Apache 2.0/CC BY 4.0 split; see CONTRIBUTING.md's License section. [archived version of this tool]
Jones, D. & Marinescu, I. (2018). The labor market impacts of universal and permanent cash transfers. NBER Working Paper 24312. [Alaska PFD analogue]
Mullainathan, S. & Shafir, E. (2013). Scarcity: Why Having Too Little Means So Much. Times Books. [FBS bandwidth constraint, wage growth]
NBER Business Cycle Dating Committee. U.S. Business Cycle Expansions and Contractions. nber.org. [beta(5,2) recession calibration]
U.S. Bureau of Labor Statistics. (2023). Consumer Expenditure Surveys. bls.gov/cex. [BASE_DAILY_COST $68.33/day]
U.S. Department of Housing and Urban Development. (2026). The 2025 Annual Homelessness Assessment Report (AHAR) to Congress, Part 1: Point-in-Time Estimates of Homelessness. huduser.gov. [extreme poverty: year-0 rate, EP_Y0_RATE, v4.18]
Whyte, W.F. & Whyte, K.K. (1991). Making Mondragon. ILR Press. [BU conversion counterparty model]