The DEVOPS Conference Replay: Towards trustworthy AI-based systems

The DEVOPS Conference Replay: Towards trustworthy AI-based systems

Send us Fan Mail TOWARDS TRUSTWORTHY AI-BASED SYSTEMS -- CHALLENGES, PROGRESS, AND PROSPECTSAI capabilities, and particularly machine learning (ML), crossed a scaling threshold a decade or so ago, and have since become a significant source of capability in a wide range of systems and in diverse sectors. In this talk, building on perspective granted from sixty years of DARPA investment in AI capabilities, we review the progress and prospects for AI-based systems, with emphasis on potential pat...

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Episoder(227)

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Vibe coding meets UX: Can AI build great user experiences?

Send us Fan Mail In this episode of the DevOps Sauna, Pinja Kujala is joined by Senior UX Designer Ray Pohjanheimo to explore the intersection of vibe coding, AI-generated applications, and user exper...

22 Mai 24min

AI vs humans? Why people still come first in the age of AI

AI vs humans? Why people still come first in the age of AI

Send us Fan Mail AI adoption isn’t just about tools, it’s about people. In this episode, Pinja Kujala is joined by Satu Kivioja-Ronkainen and Dmitry Tayya to explore what really shapes how AI works in...

8 Mai 29min

Security isn’t a cost—It’s your biggest growth engine

Security isn’t a cost—It’s your biggest growth engine

Send us Fan Mail Security has long been treated like a necessary expense—but what if that thinking is holding your business back? In this episode, Pinja sits down with Kalle Sirkesalo to challenge the...

24 Apr 25min

You built observability… But are you actually using it?

You built observability… But are you actually using it?

Send us Fan Mail Everyone says they have observability—but are they actually using it? In this episode, Pinja and Stefan unpack the gap between collecting data and creating real value. From DevEx and ...

10 Apr 26min

AI agents are coming for your job… Or creating a better one?

AI agents are coming for your job… Or creating a better one?

Send us Fan Mail AI agents are evolving fast, but are we actually ready for them? In this episode, we explore the real state of agentic AI and what it means for the future of work. From Anthropic’s la...

9 Apr 27min

 From copilots to autonomous agents: The agentic shift in DevOps

From copilots to autonomous agents: The agentic shift in DevOps

Send us Fan Mail AI copilots are everywhere in software development today. But the real transformation is only beginning. In this episode of DevOps Sauna, Pinja and Stefan explore the Agentic Shift —...

13 Mar 30min

AI Governance in 2026: Why the EU AI Act changes everything

AI Governance in 2026: Why the EU AI Act changes everything

Send us Fan Mail AI is moving fast. Regulation is catching up. In this episode of the DevOps Sauna, Pinja and Stefan are joined by Nora Fosse from Eficode to break down what AI governance really means...

27 Feb 29min

AI FinOps: Why GPUs are expensive (and often wasted)

AI FinOps: Why GPUs are expensive (and often wasted)

Send us Fan Mail AI is everywhere, but the real cost often stays hidden. In this episode of DevOps Sauna, Pinja and Stefan dive into AI FinOps and explore why GPUs are expensive and why so much AI inf...

13 Feb 31min

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