Open-source, local-first evaluation infrastructure for applied AI systems, built for developer and agent workflows.
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Updated
Jul 28, 2026 - Rust
Open-source, local-first evaluation infrastructure for applied AI systems, built for developer and agent workflows.
Medical AI portfolio exploring patient safety, clinical decision support, healthcare quality improvement, AI evaluation, and healthcare analytics.
Defines model weight-pressure and tests whether source-bound contact architecture can carry structure against default model collapse patterns.
AI Foundations evaluation of Anthropic Claude Constitution artifacts; distinguishes external behavioral source from Source of self.
Reusable audit scaffold for detecting prefill awareness confounds in transcript-based AI evals
Public control map for AI Foundations / Origin | Continuum evaluations, defining test categories, goals, claim boundaries, pass/fail behavior, and evidence limits.
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