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.
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Diagnos Inc recalled its CARA (Computer Assisted Retinal Analysis) software, version 4.7.2, after identifying that some features built on artificial intelligence potentially lack appropriate market approval. The action was recorded as FDA medical-device recall 192285 in March 2022.
FDA medical-device recall 192285
Published April 13, 2026, this scoping review mapped literature on AI in healthcare in low- and middle-income countries, screening sources from 2000-2025 and including 60 studies that addressed…
On September 29, 2026, President Trump announced a 'morally binding' Joint Commitment On Frontier Responsibilities signed by heads of major US tech and AI firms after a White House luncheon, alongside an executive order…
Digital transformation in pharmaceutical regulatory affairs is accelerating as global submissions grow in complexity and traditional document-based workflows reach their limits.
On 2026-09-15, The Guardian reported that Donald Trump faced bipartisan congressional pressure for AI guardrails after dismissing AI risk concerns as a hoax on social media.
Germany's Commission for Licensing and Supervision (ZAK), which represents the country's 14 state media authorities, determined on or around July 14, 2026 that Google's AI Overviews and Perplexity AI…
Published March 2024, this peer-reviewed article analyzes automated systems used in public decision-making for migration, asylum and mobility.
In August 2024 the EU Artificial Intelligence Act entered into force as a legally binding framework governing AI development and use across the EU.
A systematic review published June 30, 2026 searched PubMed, Scopus and ScienceDirect for 2020-2025 literature on AI in cardiology and HTA.
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