STEM BIO-AI v1.8.4

Deterministic evidence-surface scanner for bio/medical AI repositories. No LLM  ·  No API key  ·  No model runtime  ·  No secrets sent anywhere.
Scans README, docs, CI, tests, changelogs, and manifests — returns a T0–T4 triage tier with JSON, Markdown, and PDF artifacts. Rubric items are citation-aligned to ICH M15 MIDD (Step 4, Jan 2026) and EU AI Act / IMDRF frameworks for regulatory traceability.

No API key required

Clones a public GitHub repository and runs a fully deterministic local scanner. Does not call OpenAI, Anthropic, GitHub API, or any external service.

Local CLI

Run locally for downloadable JSON, Markdown, PDF, and explain artifacts:

stem <folder> --format all --explain

What STEM scans

S1 README hype/responsibility (H1–H6 penalties, R1–R5 credits)   S2R Repo-local consistency   S3 CI · tests · changelog hygiene · data provenance · bias measurement   S4 Replication evidence lane

Triage tiers

T0 Rejected T1 Quarantine T2 Caution
T3 Supervised T4 Candidate
Clinical-adjacent repos without a disclaimer are hard-capped at T2. T4 is not a clinical safety rating.

Regulatory Traceability

Each rubric item is citation-aligned to official regulatory frameworks. Every scan output surfaces applicable requirement IDs.
✓ ICH M15 MIDD (Step 4, Jan 2026) ✓ EU AI Act 2024/1689 ✓ IMDRF SaMD/GMLP

AIRI — AI Risk Index

AIRI MIT AI Risk Repository runtime bundle maps triggered detectors to covered risks and known gaps across the curated bio/clinical subset (184 risks · 32 in detector scope).

Paste a public bio/medical AI repository URL below. The demo works best on repositories with README/docs/tests/dependency files. Private repositories should be audited locally.

STEM BIO-AI includes deterministic bio diagnostics, contract checks, and a registry-driven regulatory traceability note layer.

Note: This Space scans the current default branch of a public GitHub repository at run time. Results may differ from commit-pinned benchmark artifacts or older local audit snapshots.
Report Level

Legacy brief, standard review packet, or full evidence packet.