The system is changing faster than the briefings.

The record is public. Making sense of it isn’t.

AI regulation moves weekly across agencies. Incidents surface in filings and trade press. The data behind a planning question is spread across 114 public sources, each with its own access rules and quirks. Few organizations have anyone whose job is to track all of it.

Health 201 does that tracking in the open: it reads the primary record, structures it, and publishes it so decision-makers can see what’s moving without commissioning a study.

Not another dashboard. The primary record, organized for the next meeting.

Built on primary sources. Structured for decisions.

• Clingantry

  Healthcare AI & robotics regulation, enforcement, and breaches worldwide, from primary government record only, published as a continuous, dated feed.

  Live
• AI Med Risk

  Documented cases where health AI harmed or nearly harmed someone, each citing primary reporting, plus what was done afterward and tools built from the lessons: rules, a checklist, and a deployer’s gate.

  Live
• HealthAtlas

  Geographic variation in care from public data: the US atlas, cross-country comparisons, and a map of national health atlases and resources.

  Live
• Tekinhealth

  Curated notes on the tech developments in healthcare that actually matter.

  Live
• Fail Systems

  What happens when automated healthcare fails: power, devices, AI, agents, and the human handoff.

  Live
• Data Catalog

  114 public health data sources: what each covers, how to access it, and its quirks. Machine-readable.

  Live
• Outcomes

  Living analyses of public health data, with every number traceable to executed code.

  Live
• Framework

  Health 2.0.1, a model of care that runs end to end: its domains, technology, flaws, and how to prepare.

  Live
• Medical Thinking

  How information moves in medicine, and whether the right piece reaches the right reader. It starts with summarization.

  Live

In progress

• Intake

  The front door for health information: captured once, structured, and connected into the care pathway — no re-keying, ever.

  In development
• Clindocs

  An open-source clinical documentation toolkit — encounter audio turned into a structured note.

  Planned
• MedPubWriter

  An agent that drafts publication-ready medical manuscripts from a proposal and a dataset — with integrity gates that make invented numbers and citations structurally impossible.

  Planned
• PublAI

  Transparent continuous peer review — an open research agenda, mandatory methods and data, and reviewers who disclose everything.

  Prototype

Four rules, no exceptions.

• Primary sources only Government records, filings, and published data. Every claim links to where it came from.
• Show the work Numbers trace to code; methods and sources are open.
• Dated, not stale Feeds carry dates and update when the record does.
• Say what we don’t know Limits, quirks, and flaws stated up front.