MAVS-GC – An Open-Source Governance Architecture for AI Systems

Show HN: MAVS-GC – An Open-Source Governance Architecture for AI Systems

MAVS-GC – An Open-Source Governance Architecture for AI Systems is a company in show hn launch.

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Hey HN, For some period of the time, I have been working on an open source project called MAVS-GC (Multi Adaptive Vetting Systems-Governance Core).The project explores whether introducing an explicit governance layer on top of multiple specialists can change system behavior under adverse conditions. Instead of focusing solely on prediction aggregation, the governance layer evaluates specialists, aggregates diagnostic signals, adjusts trust, performs bounded mitigation, and produces an auditable decision trace.So far I've completed three benchmarks covering: a- Predictive Performance. b- Robustness under multiple corruption families. c- Reproducibility and stability.From these benchmarks, we

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Website: docs.google.com/document/d/1h7qpDgLv2PyIB6ZlLED5qGDeUbnNbITzNEspmsxA7ZE/edit?usp=sharing