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#safeguards — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #safeguards, aggregated by home.social.

  1. 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
    journals.plos.org/digitalhealt

    #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."

  2. Singapore banks’ red flags?
    " #scandal has tarnished 🇸🇬 image & exposed weaknesses.. The 10 #convicted criminals fr #PRC were linked to accounts across 16 FI's operating in #Singapore tt held more than S$370 mil in deposits & investments. The #banks tt held the most assets include #CreditSuisse, #Citibank & #UOB.. Some #bankers have bristled at the additional scrutiny. The #safeguards are a #boxticking exercise tt may not help curb Singapore’s exposure to #moneylaundering"
    scmp.com/news/asia/southeast-a