What this is
AI Health Regulator News tracks what governments do about AI and robotics in healthcare:
legislation, rulemaking, enforcement actions, court rulings and data-breach reports. It
covers the US and other countries. Each entry is a short plain-language summary of one
government record, with a link to that record.
Where the facts come from
Every fact in an entry comes from a primary government record: a regulator, legislature,
parliament, court or government department. For countries outside the US, that is the
country's own government record. News reports are used only as leads to find a record.
They are never cited.
When another source gives a different figure or date, the entry carries a
Sources differ note that names that source. Only government records are
linked.
How an entry is made
- An AI model drafts the entry from the government record.
- A second AI model checks each claim in the draft against the cited record. A draft that
is wrong about the record is held for a human editor. Only drafts with no such problem
publish automatically.
- Published entries are re-checked against their record on a rotation. If a check finds a
mismatch, the entry shows an Under review notice until it is
corrected.
The feed is sorted by the record's own date: when it was filed, published, ruled on or
signed. The smaller added date shows when the entry went live here.
Themes
Themes are curated pattern briefs from the published feed. Each one describes something
that recurs across several published entries and that no single entry shows on its
own.
- They are drafted with AI from published entries only, with no web search, and are
reviewed and edited by hand before they appear.
- Every statement in a Theme traces to the entries listed under it. Themes add no new
figures, advice or predictions.
- Themes are not dashboards, metrics or analytics. They do not count or rank
anything beyond the entries they list.
- Tags are different. A tag classifies a single entry, such as its country or topic. A
Theme describes a pattern across entries.
Reading HHS breach entries
US breach entries come from the HHS Office for Civil Rights (OCR) breach portal. It lists
breaches of unsecured health information affecting 500 or more people, as reported by
HIPAA-covered organisations and their business associates. A listing is a report filed by
the organisation. It is not a finding that HIPAA was violated.
- Hacking/IT Incident is a coarse category the filing organisation picks
from a short list. It is not a forensic root cause. It does not show how an attacker got
in, who was responsible, or whether data was stolen rather than only accessed.
- The other breach types include Unauthorized Access/Disclosure,
Theft and Improper Disposal. Unauthorized
access often means records seen or sent by someone inside an organisation, not an outside
attack.
- Location says where the health information was held, such as a network
server, email, an electronic medical record or paper. It is not the attack vector. A
location of Email means information in email accounts was affected, not necessarily that
the breach began with a phishing email.
- The submission date is when the organisation filed with OCR. It is not
when the breach happened, was discovered or was announced. Those dates can be months
apart.
- The number of people affected is the figure in the filing. Organisations can amend it
later, and other sources sometimes report a different number.
Clingantry drafts entries automatically for breaches affecting 100,000 or more people.
Smaller breaches appear only when an editor chooses to include them.
If an entry gets a government record wrong, write to
clingantry@health201.com with the entry link and the record.