On AI Lounge since Oct 2026
Ryan Russell
Member #1,721FounderL2Founder, Kaleidoworks
Founder, Kaleidoworks · AI governance architecture & educational AI · Building Soraya, an agency-preserving tutoring system
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Achievements
Plugged In ×3Connected sources: GitHub, Hugging Face, LinkedIn, X, website.How: Connected 3 sources (GitHub, LinkedIn, X or a website) in Settings
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Shipper ×2Projects on your profile.How: Added 5 projects to their profile
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Pinned projects
Authority-aware routing domain packs for agentic AI governance in SOC and accounting workflows.
accountingagentic-aiai-governanceai-safetycybersecuritygovernance
Synthetic C3-ICM/LRAI domain packs for testing relevance-authority collapse in SOC and accounting agentic AI workflows.
accountingagentic-aiai-governanceai-safetyauditabilityauthorization-first
HIPAA-aware synthetic FHIR governance prototype for authorization-first routing, Pre-HITL evidence packets, reviewer-quality simulation, adversarial credibility gates, and blinded-labeling pilot readiness.
ai-governanceai-safetyauditabilityauthorizationauthorization-firstfhir
Clifford Algebra x Discrete Group Symmetry: When Hybrid Equivariance Wins (and Why). Workshop paper + all experiments: Cl(3,0), binary icosahedral group 2I, 600-cell, C60 real-geometry results.
CNE evaluation harness for authority laundering, source-role preservation, and LLM-as-judge calibration.
Data analytics and AI governance portfolio focused on detecting instability in complex systems — surrogate modeling, Bayesian optimization, and campaign-level eligibility constraints.
About
Founder, Kaleidoworks · AI governance architecture & educational AI · Building Soraya, an agency-preserving tutoring system
