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    Mini Episode: AI Therapists, Facial Recognition in Detroit, Decolonialism in AI, and Deepfakes for Corporate Training

    enJuly 12, 2020
    Last Week in AI
    What concerns arise from the deregulation of digital mental health tools?
    How do therapy bots benefit mental health treatment scalability?
    What has been the community response to facial recognition technology?
    What ethical guidelines does Synesthesia follow for synthetic media?
    How does COVID-19 affect video production trends and practices?

    • Digital mental health tools like therapy bots are gaining popularity during the pandemic, but deregulation has led to unproven and potentially harmful tools.: Despite their potential benefits, digital mental health tools need greater regulation to ensure they're safe, effective, and equitable for all.

      As we navigate through the pandemic and the increasing acceptance of telemedicine, digital mental health tools like therapy bots are gaining popularity. However, the deregulation of these tools has led to the proliferation of unproven and potentially harmful digital mental health tools. A study in Nature Digital Medicine found that only a small percentage of mental health apps cited scientific literature to back up their claims, and even those that have been deemed effective, the studies are inconclusive. The use of chatbots should not replace therapists entirely, but they may help with scalability and provide some relief for patients when they can't meet with therapists in person. At the same time, there are ongoing efforts to address racial bias and push back against the use of facial recognition technology, particularly in cities with large black populations like Detroit, where residents have been fighting against the expansion of facial recognition services since 2017. These developments highlight the need for greater regulation and oversight in the digital mental health and facial recognition industries to ensure that these technologies are safe, effective, and equitable for all.

    • Discussions on racial and gender bias, wrongful arrests, and lack of reduction in crime rates in facial recognition technology use: The use of facial recognition technology in surveillance systems raises concerns about bias, wrongful arrests, and lack of crime reduction. Activists call for community input and oppose biased technology. Researchers recommend decolonial theory, recognizing power dynamics, and addressing data inequality and sovereignty to reform AI industry.

      The use of facial recognition technology in surveillance systems raises significant concerns regarding racial and gender bias, wrongful arrests, and lack of reduction in crime rates. Activists are advocating for community input in government surveillance and opposing the use of racist technology. A recent study by researchers from Google's DeepMind and Oxford University recommends incorporating decolonial theory to reform the AI industry, recognizing power dynamics to avoid perpetuating harms, and addressing issues of data inequality and sovereignty. These discussions highlight the need for equitable use and deployment of AI systems, recognizing power imbalances and their impact on regulatory norms and standards.

    • Synthetic media for corporate training videos: Amid COVID-19 restrictions, companies use synthetic media for personalized, language-specific training videos. WPP is an example, using Synesthesia for AI concept explanations. Synesthesia has ethical guidelines, including consent and avoiding political material.

      As COVID-19 restrictions continue to impact video production, companies are increasingly turning to synthetic media for their training videos. Advertising giant WPP is a recent example, using London startup Synesthesia to create personalized synthetic videos for their employees. These videos feature a presenter speaking in the recipient's language and addressing them by name while explaining AI concepts. Synesthesia, which specializes in synthetic media, has ethical guidelines in place, including requiring formal consent before synthesizing someone's appearance and avoiding political material. As synthetic media becomes more mainstream in corporations, we can expect to see more stories like this one. This trend raises interesting questions about the future of video production and the ethical implications of synthetic media. Stay tuned for more news and insights on these topics. If you enjoyed this podcast, please remember to rate and share it. For more news like this, visit skynotoday.com.

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