Scott & Mark Learn To...

Microsoft

Join tech industry veterans Scott Hanselman and Mark Russinovich as they dive into the challenges and innovations of today’s fast-paced world. Whether you’re an experienced developer or simply curious about technology, each episode offers a fresh perspective on emerging trends, familiar topics, and insights that go beyond the strictly technical. From the latest in AI to effective ways to influence without authority, Scott and Mark set out to 'learn' something new in every episode, and they’re bringing you along for the ride. Join Scott and Mark for engaging discussions, expert advice, and a shared journey of learning and discovery. There's always something new to learn!  Hosted on Acast. See acast.com/privacy for more information.

  1. APR 8

    Scott & Mark Learn To... Beyond the Vibes: How Models Learn and Stitch Panoramas

    In this episode, Scott Hanselman and Mark Russinovich ​​unpack how AI systems actually behave beneath the surface, pushing past hype into the messy reality of how models are trained, aligned, and deployed.  They explore whether AI systems are inherently benevolent or simply shaped by incentives, training data, and reinforcement learning, and why behaviors like deception can emerge under certain conditions. The conversation moves from philosophical questions about human nature versus machine behavior into the practical mechanics of large language models, including how reinforcement learning with human feedback shapes outputs and why alignment is far from perfect.  Along the way, they ground the discussion in a real engineering challenge, stitching a scrolling panorama from screen captures, to show how complex systems come together through heuristics, edge cases, and iteration.    Takeaways:     AI behavior is shaped by training and incentives, not built-in intent or morality AI can accelerate coding, but testing, edge cases, and reliability require human oversight Reinforcement learning pushes models to be helpful and agreeable, sometimes at the cost of accuracy     Who are they?      View Scott Hanselman on LinkedIn   View Mark Russinovich on LinkedIn      Watch Scott and Mark Learn on YouTube          Listen to other episodes at scottandmarklearn.to             Discover and follow other Microsoft podcasts at microsoft.com/podcasts    Hosted on Acast. See acast.com/privacy for more information.

    29 min
  2. JAN 7

    Scott & Mark Learn To... Get Ready for Ignite

    In this episode, Scott Hanselman and Mark Russinovich pull back the curtain on what really goes into a large-scale conference talk, using their recent Ignite session as a case study. They reflect on the balance between educational and soft talks, the importance of credibility and audience expectations, and why not every talk needs a rigid takeaway to be valuable. The conversation traces a playful but technically deep journey through computing history, from early machine code and Altair systems to modern Azure infrastructure, massive virtual machines, and experimental demos that intentionally blur the line between serious engineering and creative exploration. Along the way, they share behind-the-scenes lessons about live demos, pacing, risk, and why delight, curiosity, and a bit of silliness still matter in technical storytelling.      Takeaways:     Setting expectations early helps the audience judge a talk on the right terms Credibility can come from perspective, not just authority Risky demos work when the fundamentals are solid     Who are they?      View Scott Hanselman on LinkedIn   View Mark Russinovich on LinkedIn      Watch Scott and Mark Learn on YouTube          Listen to other episodes at scottandmarklearn.to             Discover and follow other Microsoft podcasts at microsoft.com/podcasts  Produced by Microsoft & Hangar Studios Hosted on Acast. See acast.com/privacy for more information.

    41 min
5
out of 5
19 Ratings

About

Join tech industry veterans Scott Hanselman and Mark Russinovich as they dive into the challenges and innovations of today’s fast-paced world. Whether you’re an experienced developer or simply curious about technology, each episode offers a fresh perspective on emerging trends, familiar topics, and insights that go beyond the strictly technical. From the latest in AI to effective ways to influence without authority, Scott and Mark set out to 'learn' something new in every episode, and they’re bringing you along for the ride. Join Scott and Mark for engaging discussions, expert advice, and a shared journey of learning and discovery. There's always something new to learn!  Hosted on Acast. See acast.com/privacy for more information.

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