Avi Bharadwaj

speaker

355 appearances 1 recordings 1 series first heard Jul 2026 last heard 7 Jul

Avi Bharadwaj’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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Talking AI · The VC's Lens: How AI Is Rewriting the Rules of Defensibility · 7 Jul 2026 podcast

And real

world data in i infrastructure deployments or industrial settings, these frontier model companies don't have that.

So startups that focus on these types of unique data sets, I think, have still have the edge to be able to beat out these frontier models.

That's the first piece.

The s sorry,

No, keep going.

Yeah.

Sure.

Yeah.

The second piece is what I would call workflow and system of action mode.

So frontier model companies have pretty much standalone applications, right?

Think of ChatGPT, think of Claude sitting on your desktop and so on.

But they don't have the ability to build out detailed workflows within enterprises.

So a lot of enterprise workflows need to touch multiple systems, and there are like 50 to 100 steps in some of these instances.

And you need some

Some rigid system to be able to do all this.

And you typically won't rely on a very flexible tool that some of these frontier models come up with.

So startups, I think, are focusing more on this workflow and becoming the system of action as opposed to just providing one tool.

That's the second piece.

The third piece is around user experience and product.

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