Data Science at Home

Data Science at Home

By Francesco GadaletaNewsTechnologyTech News
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    19 min

    per episode

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Data Science at Home episodes

  • I wrote a chess engine and still can't play chess: AI coding and skill decay (Ep. 317)

    I wrote a chess engine that beats real players. I still can't play chess.

    Developers who hand their coding to AI are heading the same way: they can build the machine but can't play the game. We go through the evidence (Anthropic, METR, Microsoft/CMU), the best counterarguments, and the habits that protect your skills. The main one: never generate more code than you can read.


    Struggling with AI and Software? Here is my new book available for purchase on https://mythicaltokenmonth.com/

    Come have a chat on our Discord Channel: 

    https://discord.gg/4UNKGf3

    Buy me a coffee

    https://ko-fi.com/datascience

    Check my company Amethix Technologies https://amethix.com 


    References

    https://mythicaltokenmonth.com/

     

    ✨ Connect with us!

    Personal newsletter: https://defragzone.substack.com
    📩 Newsletter: https://datascienceathome.substack.com
    🎙 Podcast: Available on Spotify, Apple Podcasts, and more.
    🐦 Twitter: @DataScienceAtHome
    📘 LinkedIn: https://www.linkedin.com/in/fragadaleta/
    Instagram: https://www.instagram.com/datascienceathome/
    Facebook: https://www.facebook.com/datascienceAH
    LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast

    NEW TO DATA SCIENCE AT HOME?

    Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions. Learn more at https://datascienceathome.com

    SEND US MAIL!

    We love hearing from you! Send us mail at:
    Don’t forget to like, subscribe, and hit the 🔔 for updates on the latest in AI and data science!

    35 min
  • "Rust Is Amazing, as Long as Nobody Looks at It" - Fact-Checking DHH (Ep. 316)

    DHH told Rails World that hand-written code is over, that HEY's backend is being AI-rewritten in Rust ("amazing, as long as you never look at it"), and that developer happiness no longer matters. This episode checks his statements.

     

    Struggling with AI and Software? Here is my new book available for purchase on https://mythicaltokenmonth.com/

    Come have a chat on our Discord Channel: 

    https://discord.gg/4UNKGf3

    Buy me a coffee

    https://ko-fi.com/datascience

    Check my company Amethix Technologies https://amethix.com 


    References

    https://mythicaltokenmonth.com/

     

    ✨ Connect with us!

    Personal newsletter: https://defragzone.substack.com
    📩 Newsletter: https://datascienceathome.substack.com
    🎙 Podcast: Available on Spotify, Apple Podcasts, and more.
    🐦 Twitter: @DataScienceAtHome
    📘 LinkedIn: https://www.linkedin.com/in/fragadaleta/
    Instagram: https://www.instagram.com/datascienceathome/
    Facebook: https://www.facebook.com/datascienceAH
    LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast

    NEW TO DATA SCIENCE AT HOME?

    Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions. Learn more at https://datascienceathome.com

    SEND US MAIL!

    We love hearing from you! Send us mail at:
    Don’t forget to like, subscribe, and hit the 🔔 for updates on the latest in AI and data science!

    23 min
  • AI coding agents have a Mythical Man-Month problem (Ep. 315)

    Fifty years ago Fred Brooks showed why adding more people to a late project makes it later. Today we do the same thing with tokens — more context, more autonomy, same myth, different currency.


    Struggling with AI and Software? Here is my new book available for purchase on https://mythicaltokenmonth.com/

    Come have a chat on our Discord Channel: 

    https://discord.gg/4UNKGf3

    Buy me a coffee

    https://ko-fi.com/datascience

    Check my company Amethix Technologies https://amethix.com 


    References

    https://mythicaltokenmonth.com/

     

    ✨ Connect with us!

    Personal newsletter: https://defragzone.substack.com
    📩 Newsletter: https://datascienceathome.substack.com
    🎙 Podcast: Available on Spotify, Apple Podcasts, and more.
    🐦 Twitter: @DataScienceAtHome
    📘 LinkedIn: https://www.linkedin.com/in/fragadaleta/
    Instagram: https://www.instagram.com/datascienceathome/
    Facebook: https://www.facebook.com/datascienceAH
    LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast

    NEW TO DATA SCIENCE AT HOME?

    Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions. Learn more at https://datascienceathome.com

    SEND US MAIL!

    We love hearing from you! Send us mail at:
    Don’t forget to like, subscribe, and hit the 🔔 for updates on the latest in AI and data science!

    18 min
  • One researcher published the 'System 1 AI' idea in 2025; a frontier lab shipped it as new in 2026 (Ep. 314)

    A 2025 solo-author paper on non-generative decision models, a 2026 frontier-lab launch that looks a lot like it, and what these fast, non-autoregressive models can and can't actually do.


    Struggling with AI and Software? Here is my new book available for purchase on https://mythicaltokenmonth.com/

    Come have a chat on our Discord Channel: 

    https://discord.gg/4UNKGf3

    Buy me a coffee

    https://ko-fi.com/datascience

    Check my company Amethix Technologies https://amethix.com 


    References

    https://typesafe.ai/

    https://arxiv.org/pdf/2503.23303
    https://huggingface.co/spaces/convaiinnovations/laya-demo


    ✨ Connect with us!
    Personal newsletter: https://defragzone.substack.com
    📩 Newsletter: https://datascienceathome.substack.com
    🎙 Podcast: Available on Spotify, Apple Podcasts, and more.
    🐦 Twitter: @DataScienceAtHome
    📘 LinkedIn: https://www.linkedin.com/in/fragadaleta/
    Instagram: https://www.instagram.com/datascienceathome/
    Facebook: https://www.facebook.com/datascienceAH
    LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast

    NEW TO DATA SCIENCE AT HOME?

    Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions. Learn more at https://datascienceathome.com

    SEND US MAIL!

    We love hearing from you! Send us mail at:
    Don’t forget to like, subscribe, and hit the 🔔 for updates on the latest in AI and data science!

    42 min
  • AI slowdown: why Altman, Amodei & Musk suddenly agree (Ep. 313)

    Three rival AI CEOs never agree on anything, until now. I break down the Sanders-Casar bill, the timing, and why "too dangerous" might be the best pitch deck line money can buy.


    Struggling with AI and Software? Here is my new book available for purchase on https://mythicaltokenmonth.com/

    Come have a chat on our Discord Channel: 

    https://discord.gg/4UNKGf3

    Buy me a coffee

    https://ko-fi.com/datascience

    Check my company Amethix Technologies https://amethix.com 


    References

    https://defragzone.substack.com/p/techs-dumbest-mistake-why-firing


    ✨ Connect with us!
    Personal newsletter: https://defragzone.substack.com
    📩 Newsletter: https://datascienceathome.substack.com
    🎙 Podcast: Available on Spotify, Apple Podcasts, and more.
    🐦 Twitter: @DataScienceAtHome
    📘 LinkedIn: https://www.linkedin.com/in/fragadaleta/
    Instagram: https://www.instagram.com/datascienceathome/
    Facebook: https://www.facebook.com/datascienceAH
    LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast

    NEW TO DATA SCIENCE AT HOME?

    Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions. Learn more at https://datascienceathome.com

    SEND US MAIL!

    We love hearing from you! Send us mail at:
    Don’t forget to like, subscribe, and hit the 🔔 for updates on the latest in AI and data science!

    18 min
  • AI is punishing game developers (Ep. 312)

    What is the state of AI and videogames? Who is considering it? What are the big fails so far? This and much more is covered in this 1st episode of AI and videogames.

     

    Buy me a coffee https://ko-fi.com/datascience

    Discord Channel: https://discord.gg/4UNKGf3

     

    ✨ Connect with us! Personal newsletter:

    https://defragzone.substack.com

    📩 Newsletter: https://datascienceathome.substack.com

    🎙 Podcast: Available on Spotify, Apple Podcasts, and more.

    🐦 Twitter: @DataScienceAtHome

    📘LinkedIn: https://www.linkedin.com/in/fragadaleta/

    Instagram: https://www.instagram.com/datascienceathome/

    Facebook: https://www.facebook.com/datascienceAH

    LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast

     

     

    SPONSORS

    • This episode is brought to you by Outshift, Cisco's incubation engine. Check outshift.com
    • Check out Drift by Amethix and stay safe on potential EU AI Act violations.  
    •  

       

      NEW TO DATA SCIENCE AT HOME?

      Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions.

      Learn more at https://datascienceathome.com

       

      SEND US MAIL!

      We love hearing from you!

      Send us mail at: [email protected]

      Don’t forget to like, subscribe, and hit the 🔔 for updates on the latest in AI and data science!

      19 min
    • EU AI Act. What is this thing? (Part 2) (Ep. 311)

      What is "wrong" with the EU AI Act? Watch the full episode and get in touch.

       

      Buy me a coffee https://ko-fi.com/datascience

      Discord Channel: https://discord.gg/4UNKGf3

       

      ✨ Connect with us! Personal newsletter:

      https://defragzone.substack.com

      📩 Newsletter: https://datascienceathome.substack.com

      🎙 Podcast: Available on Spotify, Apple Podcasts, and more.

      🐦 Twitter: @DataScienceAtHome

      📘LinkedIn: https://www.linkedin.com/in/fragadaleta/

      Instagram: https://www.instagram.com/datascienceathome/

      Facebook: https://www.facebook.com/datascienceAH

      LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast

       

       

      SPONSORS

      • This episode is brought to you by Outshift, Cisco's incubation engine. Check outshift.com
      • Check out Drift by Amethix and stay safe on potential EU AI Act violations.  
      •  

         

        NEW TO DATA SCIENCE AT HOME?

        Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions.

        Learn more at https://datascienceathome.com

         

        SEND US MAIL!

        We love hearing from you!

        Send us mail at: [email protected]

        Don’t forget to like, subscribe, and hit the 🔔 for updates on the latest in AI and data science!

        14 min
      • EU AI Act. What is this thing? (Part 1) (Ep. 310)

        AI takes over (kinda). Regulators look for a new job. Watch the full episode and get in touch.

         

        Buy me a coffee https://ko-fi.com/datascience

        Discord Channel: https://discord.gg/4UNKGf3

         

        ✨ Connect with us! Personal newsletter:

        https://defragzone.substack.com

        📩 Newsletter: https://datascienceathome.substack.com

        🎙 Podcast: Available on Spotify, Apple Podcasts, and more.

        🐦 Twitter: @DataScienceAtHome

        📘LinkedIn: https://www.linkedin.com/in/fragadaleta/

        Instagram: https://www.instagram.com/datascienceathome/

        Facebook: https://www.facebook.com/datascienceAH

        LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast

         

         

        SPONSORS

        • This episode is brought to you by Outshift, Cisco's incubation engine. Check outshift.com
        • Check out Drift by Amethix and stay safe on potential EU AI Act violations.  
        •  

           

          NEW TO DATA SCIENCE AT HOME?

          Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions.

          Learn more at https://datascienceathome.com

           

          SEND US MAIL!

          We love hearing from you!

          Send us mail at: [email protected]

          Don’t forget to like, subscribe, and hit the 🔔 for updates on the latest in AI and data science!

          19 min
        • AI is the Concorde of our time (Ep. 309)
          AI is technically extraordinary and economically precarious. OpenAI spent $1.35 for every dollar it earned in 2025. Global data center investment now surpasses global oil supply spending. We have built something genuinely remarkable and we do not yet know if it can sustain its own weight.
           

           

          Buy me a coffee https://ko-fi.com/datascience

          Discord Channel: https://discord.gg/4UNKGf3

           

          ✨ Connect with us! Personal newsletter:

          https://defragzone.substack.com

          📩 Newsletter: https://datascienceathome.substack.com

          🎙 Podcast: Available on Spotify, Apple Podcasts, and more.

          🐦 Twitter: @DataScienceAtHome

          📘LinkedIn: https://www.linkedin.com/in/fragadaleta/

          Instagram: https://www.instagram.com/datascienceathome/

          Facebook: https://www.facebook.com/datascienceAH

          LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast

           

           

          SPONSORS

          • This episode is brought to you by Outshift, Cisco's incubation engine. Check outshift.com
          •  

             

            NEW TO DATA SCIENCE AT HOME?

            Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions.

            Learn more at https://datascienceathome.com

             

            SEND US MAIL!

            We love hearing from you!

            Send us mail at: [email protected]

            Don’t forget to like, subscribe, and hit the 🔔 for updates on the latest in AI and data science!

            19 min
          • The propaganda algorithm (Ep. 308)

            Modern propaganda isn’t random noise. It’s a repeatable, engineered algorithm that starts with ideology, weaponizes identity, and manufactures conflict. Once you see the pattern, you can’t unsee it.

            What happens with AI? 

             

             

            Buy me a coffee https://ko-fi.com/datascience

            Discord Channel: https://discord.gg/4UNKGf3

             

            ✨ Connect with us! Personal newsletter:

            https://defragzone.substack.com

            📩 Newsletter: https://datascienceathome.substack.com

            🎙 Podcast: Available on Spotify, Apple Podcasts, and more.

            🐦 Twitter: @DataScienceAtHome

            📘LinkedIn: https://www.linkedin.com/in/fragadaleta/

            Instagram: https://www.instagram.com/datascienceathome/

            Facebook: https://www.facebook.com/datascienceAH

            LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast

             

             

            SPONSORS

            • This episode is brought to you by Outshift, Cisco's incubation engine. Check outshift.com
            •  

               

              NEW TO DATA SCIENCE AT HOME?

              Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions.

              Learn more at https://datascienceathome.com

               

              SEND US MAIL!

              We love hearing from you!

              Send us mail at: [email protected]

              Don’t forget to like, subscribe, and hit the 🔔 for updates on the latest in AI and data science!

              16 min

            About Data Science at Home

            From the publisher's feed

            Cutting through AI bullsh*t.
            Come join the discussion on Discord!
            https://discord.gg/4UNKGf3

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