oversight
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Information about CIGIE, CIGIE Shared Services, CIGIE on GitHub Enterprise Cloud, and onboarding instructions.
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Dec 11, 2023
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Dec 29, 2025
Field notes from GPTs (via Spark) on how to actually use AI in real projects: seeds, anti-drift, failure modes, Overwatch-style guardrails, and how to ask, structure, and avoid drift and confident nonsense.
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Dec 27, 2025
Open reference documentation for AI Governance, Risk, & Compliance. Contains a risk lexicon, audit interview guides, oversight reporting templates, maturity models — and much more, all inspired by ISO 42001 and other major AI regulatory standards.
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Aug 29, 2025
Research on human-in-the-loop architectures for safe and explainable AI. Includes the Learning-Free Regulator (LFR) concept.
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Dec 8, 2025
Discerning Eye | Artificial Intelligence tailored for creating reports on topics on both important information and key information that you should be aware of.
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Oct 3, 2025 - Python
StreetSignal (Ushahidi Platform fork) API version 3+. Many improvements and additional reporting features.
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Jul 7, 2025 - PHP
omphalOS turns strategic trade-and-technology analyses into tamper-evident, "run packets" for inspector, counsel, and oversight review.
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Dec 23, 2025 - Python
Data Analysis & Visuals for Nov 2022 School Bus Delay Hearing
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Sep 1, 2025 - HTML
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