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AI with Agency explores how artificial intelligence is evolving from passive tools to autonomous systems that can think, decide, and act. Hosted by aerospace engineer Alessandro Migliaccio, the podcast connects systems engineering, ethics, and innovation to reveal how agentic AI is reshaping the future of work and technology. 

Épisodes

  1. 23/12/2025

    S1E5 Year-End Systems Check: What Actually Worked in AI (and What Didn’t)

    In this Christmas episode of the AI-Shed podcast, Alessandro and Giovanni step away from predictions and buzzwords to do what engineers actually do at the end of the year: a systems review. They look back at what really worked in AI over the past year, where expectations clearly outran reality, and why many so-called “agentic” systems failed in very predictable ways. From overconfident automation disguised as autonomy to agents that optimized themselves straight into chaos, the episode unpacks why context, governance, and clear objectives mattered more than raw intelligence. Rather than focusing on demos or theoretical promises, the discussion highlights a deeper shift that happened this year: a change in mindset. Engineers and decision-makers are no longer just asking whether something can be automated, but whether it should be allowed to decide at all. The episode closes with practical, low-pressure recommendations for the holidays: how to learn about agentic AI without hype, why slowing down and revisiting systems thinking matters, and how small, safe experiments can teach more than ambitious prototypes. A calm, slightly irreverent end-of-year debrief—designed to help listeners start the next year with fewer illusions and better architectures.

    5 min

  2. 13/12/2025

    S1E4 Agentic AI as a System of Systems

    In this episode of the AI-Shed Agentic AI Podcast, Alessandro and Giovanni explore why agentic AI cannot be understood as a single intelligent component. They explain how the moment an AI system begins to act with agency, it becomes part of a wider System of Systems—interacting with humans, data sources, tools, rules, and feedback loops. Through everyday examples and practical analogies, they show that behavior emerges from interactions, not from intelligence alone. The conversation highlights why many AI failures are not model failures but system and interface failures, and why introducing an agent without redesigning responsibility, authority, and context leads to slow but serious organizational risks. This episode offers a systems-engineering perspective on agentic AI, helping listeners move beyond hype and toward a more realistic, resilient way of designing and deploying intelligent systems.

    6 min
  • 2 épisodes

À propos

AI with Agency explores how artificial intelligence is evolving from passive tools to autonomous systems that can think, decide, and act. Hosted by aerospace engineer Alessandro Migliaccio, the podcast connects systems engineering, ethics, and innovation to reveal how agentic AI is reshaping the future of work and technology. 

Informations

  • Création
    Alex
  • Années d’activité
    2 k
  • Épisodes
    2
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