- Atlanta, Georgia, U.S.A.
- https://orcid.org/0009-0001-8121-2878
- in/markjuliusbanasihan
Highlights
- Pro
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trust-autonomy-evidence
trust-autonomy-evidence PublicEvidence architecture for justified reliance and practical human control in AI-mediated decisions.
Python 1
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human-influence-telemetry
human-influence-telemetry PublicOpen documentary assurance method for evaluating whether human authority retained practical force in AI-mediated institutional decisions.
Python 1
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governed-decision-intelligence
governed-decision-intelligence PublicDefines the decision layer for AI systems where deployment outcomes are governed, recorded, and reconstructable. 5th conforming implementation of draft-farley-acta-signed-receipts (IETF).
Python 2
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cdfi-framework
cdfi-framework PublicEvaluation governance methodology for domain-specific AI doctrinal benchmarking. Derived from 7 AI safety publications. SAICRED v2 reference implementation.
Python 2
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rgds-independent-study
rgds-independent-study PublicDecision-centric AI governance framework for biopharma/biotech development. Ten-question independent study on FDA reconstructability, AI accountability, and schema-validated decision logs.
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