Research

Research notes

Public reasoning behind deterministic allocation, policy governance, authority-gated decision systems, and scenario modeling. These notes document the thinking behind Sagitta AAA — not marketing, but the actual intellectual framework.

2025-12-30 · Decision Theory NoteAudio available

Determinism, Discretion, and Trust in Automated Allocation

Sagitta AAA is designed around a simple principle: trust does not come from intelligence alone, it comes from repeatability....

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2026-01-08 · System Architecture NoteAudio available

Authority-Gated Decision Intelligence in Crypto-Native Institutions

Crypto-native institutions operate in an environment with extreme volatility, fast governance cycles, and minimal procedural safety nets. In this setting, the p...

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2026-01-15 · Policy Design Note

Designing Enforceable Allocation Policy for Decentralized Organizations

DAOs frequently collapse not from lack of capital, but from lack of enforceable mandate. Governance votes are not policy unless the system can actually constrai...

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2026-01-25 · Risk & Regime Modeling Note

Scenario Governance in On-Chain Markets

On-chain markets are not stationary. Volatility regimes shift abruptly. Correlations converge under stress. Liquidity disappears precisely when it is most neede...

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