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

Of cardiac patients, and then you give them access to the raw tables that contain the data to answer that.

Uh, but you only give them that, they will fail.

They will fail because they they won't know, for instance, which specific diagnostic codes uh define all the different cardiac diseases, or uh they will not know what is the exact formula for calculating a readmission in this case.

For instance, if if a patient is readmitted for a different diagnostic, is that a readmission or not, right?

Um they might even have problems knowing

What data is in each in each column table, right?

So without a semantic layer to define these business rules and also in a consistent way across all data sources, even the smartest expert is forced to guess.

And in the world of AI, guesses are basically hallucinations, right?

So that's uh what we mean with the right data.

First, having

access to all the data.

Second, the data with the right level of freshness.

If you need

this piece of data in real time, it should be in real time.

And third, with consistent semantics.

A catalogue of data products?

Uh it's like a a webcommerce uh, you know, like Amazon or or a a uh a digital storefront where the nodot doesn't actually move the data to create these data products.

It's like a catalog of these data products.

These data products maybe come from a cloud database or an on-premises system or a SaaS application, right?

And then these data products can be consumed.

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