Regulation & Standards
1 gain3 Traces39 problems
Every measured gain and problem on the record for this topic, newest first.Too few to weigh yet. Updated .
AI regulation and standards
43 records so far, too few to weigh yet. Is your study missing? Add it
A Trace is one record with both a gain and a problem, so it counts on both sides: 4 records show a gain and 42 show a problem. 59 context records are in the record list but not counted, because they report no measured gain or problem.
| Evidence | Gain side | Problem side |
|---|---|---|
| HighStrong study design, backed by at least two independent sources | 0 | 1 |
| ModerateA measured study or an official source | 4 | 19 |
| EmergingEarly, small, unreviewed or reported second-hand | 0 | 22 |
By type of evidence: 10 investigations by reporters; 9 news reports; 9 commentaries or narrative reviews; 8 regulatory or legal actions; 4 interview studies; 2 systematic reviews or meta-analyses; 1 observational study. How evidence is scored
43 records so far, too few to weigh yet. A written summary appears once a topic has at least 20 counted records, with at least 5 on each side. Is your study missing? Add it
A review of 43 studies (2020-2025) found AI improved efficiency and service delivery in government decisions, through automation of routine tasks and predictive analytics.
FDA says placing AI-assisted Pap test slide review systems in class II instead of automatic class III should widen patient access to the devices by lowering regulatory burdens.
California's new package, which Gavin Newsom calls nation-leading, sets what supporters describe as the strongest U.S. companion chatbot rules and bans addictive features like infinite scroll for under-16s to protect young users from harm.
Germany's regulator says AI summaries sit prominently in results, cut the visibility of traditional links and hurt sales of third-party media content, while Google faces liability for inaccurate AI-generated claims.
A review of six studies found most heart-care AI research looked at clinical or economic performance without referencing formal health technology assessment frameworks, and cardiologist engagement was inconsistently reported.
The European Commission preliminarily found that TikTok's recommendation algorithm keeps serving repetitive content on themes like body image and isolation, and that its safeguards, including the "not interested" button, failed to stop it for the platform's 189 million EU users.
1 record
"Medical Laboratory" by ben.dracup, CC BY 2.0.The Food and Drug Administration issued a final order on November 5, 2026 classifying the digital cervical cytology slide imaging system with artificial intelligence algorithm into class II (special controls).
Federal Register (Health and Human Services Department)
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