#safeguards — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #safeguards, aggregated by home.social.
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For #AI-enabled #MedicalDevices, being cleared or approved by the #US #FDA does not mean being tested on #PatientOutcomes:
1,357 AI medical devices cleared, 3 actually tested on patient outcomes
https://journals.plos.org/digitalhealth/article?id=10.1371/journal.pdig.0001597#ArtficialIntelligence
#OpenAccess
@plosdigihealth"Most studies (62%) employed #observational designs with small, homogenous #cohorts, limited #SubgroupAnalyses, and frequent exclusion of #VulnerablePopulations. Structural barriers (including misaligned financial incentives, reliance on predicate-based regulatory pathways, and logistical challenges of multi-center trials) discourage rigorous #evaluation. Internationally, FDA clearance often functions as a gateway for global #deployment, raising #ethical concerns when under-validated tools are introduced into low- and middle-income countries #LMIC without contextual #validation or #safeguards. Regulatory approval has outpaced clinical validation, creating an ecosystem where innovation advances without accountability."
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Access to #ClaudeFable 5 and #ClaudeMythos 5 has been #restored after the #USgovernment lifted #exportcontrols. The controls were imposed due to a report of a method bypassing #Fable 5’s #safeguards, which has now been addressed with an improved safety classifier. #Anthropic is collaborating with the US government and industry partners to develop a shared framework for assessing and mitigating AI model “jailbreaks.” https://www.anthropic.com/news/redeploying-fable-5?eicker.news #tech #media #news
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A #study testing 13 #LLMs found that all can be used to commit #academicfraud or facilitate #junkscience. While some models, like Claude, were more resistant to fraudulent requests, others, like Grok and early GPT versions, performed poorly. The study highlights the need for developers to implement stronger #safeguards against #misuse of LLMs. https://www.nature.com/articles/d41586-026-00595-9?eicker.news #tech #media #news
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Milestone Decision Safeguards Dual Citizenship Rights for South Africans #SouthernAfrica #Africa #Africans #business #Citizenship #currentevents #decision #dual #Economy #governance #LegalandJudicialAffairs #migration #milestone #news #politics #rights #Safeguards #South #SouthAfrica #SouthernAfrica #sports #trade #travel
https://tinyurl.com/2btmct8g