Architecture research exploring capability-tiered AI governance and compute-linked enforcement protocols.
Interactive signaling game on compute governance, U.S.-China AI competition, and Vietnam as a downstream observer.
Modeling when labs comply, evade, or split compute across jurisdictions and what drives each outcome
Model, data and verification suite for "The Half-Life of Compute: Modelling National AI Capacity Decay Under Supply Severance" (Escoda, 2026). Reproducible: fixed seed, independent re-derivation of every headline number. EN/IT/FR.
Detection-probability simulator for recomputation-based covert-training detection -- the verification mechanism in AI 2040: Plan A.
An open protocol for recording why AI workloads are placed, routed, migrated, and executed across distributed compute resources.
Open, versioned, publicly-contestable risk scoring format for AI verification coverage and frontier-system risk -- CVSS for AI safety.
Reproducible tools for recipe discovery and compute-governed experiment promotion.
Working implementation of pieces of the AI Futures Project's AI 2040: Plan A verification architecture — real trained model, real DiFR server, real red-team attacks. 30/30 sections drafted.
Verifies Ed25519-signed compute-attestation records and separates verified from unverified totals. CLI + MCP server.
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