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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This peer-reviewed paper from October 2024 examines why AI-driven decision-making systems becoming instrumental in the public sector often fail to translate predictive accuracy into better decisions, analyzing five challenges including distribution shifts, label bias, past decisions shaping data, competing objectives,…
Government Information QuarterlyAs of the June 2026 publication date, the authors describe a rapid proliferation of AI-mediated digital afterlife technologies and a growing ethical literature on their risks, without a matching…
On March 30 2026, a peer-reviewed paper in Patterns described the AI Risk Repository, a living database of 1,725 risks extracted from 74 existing taxonomies and frameworks.
A systematic review published June 30, 2026 searched PubMed, Scopus and ScienceDirect for 2020-2025 literature on AI in cardiology and HTA.
On 9 April 2026, Elon Musk's xAI filed a lawsuit in US district court in Colorado seeking to block enforcement of Colorado's 2024 comprehensive AI law before its 30 June 2026 effective date.
Published March 26, 2026, this peer-reviewed article revisits the Six Human-Centered AI Grand Challenges in light of generative AI.
Researchers conducted a cross-national analysis of generative AI guidelines issued by leading universities in the United States, Japan, and China, coding policies across five Technology Acceptance…
This comparative study analyzed China and South Korea's distinct approaches to governing AI journalism and algorithmic news curation, examining policy documents and evidence from Toutiao and Naver to…
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…
This paper conducts a semi-systematic evaluation that analyzes and compares 22 ethics guidelines released in recent years following advances in research, development and application of AI systems.
Exclusive: Senator Ed Markey on why he has proposed legislation aimed at curbing datacenters, automated hiring systems and harm to children
Post-market monitoring standards for clinical AI tools remain unsettled as clearances accelerate.
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