The FAIK Files

Power Struggles


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Welcome back to The FAIK Files!

In this week's episode:

  • Google finally releases data on the power consumption and climate impact of its AI models
  • A deep dive into 'Hierarchical Learning Models' (HRMs) and why they might be the next big thing in AI architecture
  • How a smart home was reportedly hacked using a Google Gemini calendar summary
  • A look at Perry's recent 'Deceptive Minds' episode, "The Long Con"
  • Want to leave us a voicemail? Here's the magic link to do just that: https://sayhi.chat/FAIK

    You can also join our Discord server here: https://discord.gg/cU7wepaz

    *** NOTES AND REFERENCES ***

    Google Finally Releases Data About Power:

    • MIT Technology Review: https://www.technologyreview.com/2025/08/21/1122288/google-gemini-ai-energy/
    • Google’s AI Power/Climate Impact Research: https://cloud.google.com/blog/products/infrastructure/measuring-the-environmental-impact-of-ai-inference
    • Google’s Paper: https://services.google.com/fh/files/misc/measuring_the_environmental_impact_of_delivering_ai_at_google_scale.pdf
    • What Are ‘Hierarchical Learning Models’?:

      • Sapient AI's HRM Website: https://sapient.inc
      • Sapient AI HRM Github: https://github.com/sapientinc/HRM
      • Conceptual Breakdown by Arvind Nagaraj: https://medium.com/@gedanken.thesis/the-loop-is-back-why-hrm-is-the-most-exciting-ai-architecture-in-years-7b8c4414c0b3
      • Smart Home Hacked by LLM Calendar Summary:

        • WIRED Article: https://www.wired.com/story/google-gemini-calendar-invite-hijack-smart-home/
        • Perry’s ‘Deceptive Minds’ Episode 5: The Long Con:

          • Subscribe on LinkedIn: https://www.linkedin.com/pulse/long-con-cognitive-heist-series-5-perry-carpenter-zukyc/
          • The Audio Version: https://pod.link/1555610335/episode/OWYxOWI1NTAtNzY2YS0xMWYwLWIwNmEtNjNiNWNlMTRiNGNi

          • *** THE BOILERPLATE ***

            About The FAIK Files:

            The FAIK Files is an offshoot project from Perry Carpenter's most recent book, FAIK: A Practical Guide to Living in a World of Deepfakes, Disinformation, and AI-Generated Deceptions.

            • Get the Book: FAIK: A Practical Guide to Living in a World of Deepfakes, Disinformation, and AI-Generated Deceptions (Amazon Associates link)
            • Check out the website for more info: https://thisbookisfaik.com
            • Check out Perry & Mason's other show, the Digital Folklore Podcast:

              • Apple Podcasts: https://podcasts.apple.com/us/podcast/digital-folklore/id1657374458
              • Spotify: https://open.spotify.com/show/2v1BelkrbSRSkHEP4cYffj?si=u4XTTY4pR4qEqh5zMNSVQA
              • Other:
              • Want to connect with us? Here's how:

                Connect with Perry:

                • Perry on LinkedIn: https://www.linkedin.com/in/perrycarpenter
                • Perry on X: https://x.com/perrycarpenter
                • Perry on BlueSky: https://bsky.app/profile/perrycarpenter.bsky.social
                • Connect with Mason:

                  • Mason on LinkedIn: https://www.linkedin.com/in/mason-amadeus-a853a7242/
                  • Mason on BlueSky: https://bsky.app/profile/pregnantsonic.com
                  • Learn more about your ad choices. Visit megaphone.fm/adchoices

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                    The FAIK FilesBy Perry Carpenter | N2K Networks

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