HIPAA-native PHI redaction proxy for AI/LLM interactions. Detects and masks all 18 Safe Harbor identifiers with clinically coherent synthetic replacements.
A verification and grounding layer for AI-driven genome writing. Foundation models and a grounded co-scientist agent propose edits; PEN-STACK checks each against validated tools, never a language model: where a write is safe and durable, which enzyme makes it, and where it goes off-target. Calibrated, provenance-tracked, pre-registered.
HIPAA-aware AI egress firewall. Detects 18 PHI categories and blocks outbound LLM traffic containing patient data. Sub-50ms latency, full audit log.
disclose.io browser extension — surfaces VDP / safe harbor / disclosure maturity for the current site, polled live from directory.disclose.io.
The Archeology of Safe Harbor — a sourced history of the disclose.io terms · https://history.disclose.io
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