AI Realized Podcast
Join hosts Christina Ellwood and David Yakobovitch as they dive deep into the cutting-edge world of enterprise AI deployment.
- Indexed episodes, last 90 days
- 4
- Latest publication
- Sep 17, 2026
- Audience
- Checking…
- Earliest in this view
- Aug 6, 2026
Latest episodes
#48 Visual AI Lets You Ask Business Questions of Your Video w/Alex Gammelgard (opens the original)
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Video is becoming machine-readable the way text has been for decades, and the unlock is not just replicating the eyes on a situation but the human judgment about it. Alex Gammelgard explains what that opens up across inspection, worker safety, traffic operations, retail and decades of archived game film, and what separates the pilots that scale from the ones that stall.
#47 Both Sides Got the Same AI, So Cyber Defense Must Automate w/Staffan Truvé (opens the original)
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Attackers and defenders now reach essentially the same AI tools, so what changes is not the balance of power but the speed both sides can move at. Staffan Truvé explains why defending at that speed has to be automated, why the known vulnerabilities you have not patched are the first thing to fund, and why his favorite idea right now is a deception network: a thousand versions of your real system, 999 of them fake, each one a sensor that teaches you how the attacker works.
#46 Agentic AI Business Strategy: Retrofit or Reimagine the Work w/Blaine Mathieu (opens the original)
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Blaine Mathieu explains why agentic AI programs stall for strategy reasons rather than technology ones. He breaks down the choice between retrofitting work you already do, which competitors can copy just as easily, and reimagining it, which is harder to copy and more differentiating.
#45 The Real Story Is Underneath the Model w/Sharon Goldman (opens the original)
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Enterprises keep reading about models. Sharon Goldman argues the story is underneath them, in the systems those models touch: security permissions, usage based billing and its surprise token bills, data that is not ready, and employees told to accelerate who are now told to slow down. She also breaks down the OpenAI and Hugging Face sandbox escape, which was a systems failure rather than a model failure.
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