Ambar-13/SwarmCast
Macro behavioral simulation, model how populations respond to regulation, market shocks, sanctions, and policy pressure. 15 jurisdictions, epistemic transparency layer, optional LLM swarm intelligence. Upload a PDF and simulate it!
Operates at the institutional level (firms, regulators, coalitions) rather than individual psychology, simulating population-level outcomes like adoption curves and compliance timelines across 15 jurisdictions. Accepts unstructured documents (PDFs, policy drafts, research papers) via `/upload` endpoint and parses them into simulation-ready parameters using LLM extraction. Optional swarm mode deploys 23 reasoning personas that vote on behavioral priors, with full epistemic tracing of assumptions and confidence bands tied to calibration data.
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4
Forks
2
Language
Python
License
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Category
Last pushed
Mar 25, 2026
Commits (30d)
0
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