Alberto Pan

speaker

352 appearances 1 recordings 1 series first heard Jul 2026 last heard 2 Jul

Alberto Pan’s voice in public audio — every appearance, attributed to the second.

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Recordings per month over the last 12 months — 1 in all, peaking in Jul 2026 with 1.

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Eye On A.I. · AI Agents Are Failing and It's Almost Never the Model's Fault | Alberto Pan, Denodo · 2 Jul 2026 podcast

Let's start to experiment, let's start running pilots.

Then the second stage was, you know, uh wow, this is this is this sometimes is you know, this makes for impressive demos and sometimes it actually uh provides fantastic insights or fantastic suggestions, but also uh very often

makes these strange decisions or or or or overreaches, maybe the agent overriches, does things that it should not do.

And then, wow, uh and and initially, as you mentioned before, this is not an is persistent, this is not symbolic, neurosymbolic.

So at first I cannot know what went wrong, right?

So I think that that that was the second stage.

The third stage was, okay, we we are investing a lot of money on this.

Let's analyze what's going on.

So fair uh first stage is okay, let's invest in auditability, let's invest in traceability and auditability because actually

Those those agents are, you know, w using external tools and so on and so on, you are quite able to know exactly, okay.

I got this data, then I analyzed the data in function of this, I decided this and so on.

So actually you can get good traceability if you really invest in it.

And then analyzing these failure modes, it's when I think the organ th these organizations discover these gaps that are mostly data gaps, right?

I and I think that changes the the strategy.

I I um for instance

I I I I I was seeing l last week a a very recent report from I D C

From the from the from the annual and and they were I was actually comparing the report from twenty twenty-six and the report from twenty twenty-five.

The report from twenty twenty-six was released, I think, in April, and the other one I think is February twenty twenty-five, right?

And the the question was, what is the main barrier or no, what is your main priority for investment in AI?

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