Avi Bharadwaj

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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

start at a different footing than what they would have started a few years ago.

So all the additional gains that they get from that point is through, as I said, unique data, workflow and so on.

But they're just starting from a different point than what they would have done a few years ago.

Yeah, absolutely.

I think the the way I would think about it is the work of a data scientist had a l there was a lot of grunt work.

And this again, data scientist, data engineer, I think there are multiple roles that sort of blend into each other.

So A, they had to do a lot of this grunt work on getting data, cleaning data, building models, testing, and a lot of those models would be useless and they had to throw it out.

And then the other aspect was they had to build

models for things that are pretty trivial today, like a sentiment analysis model or classification model and so on, they had to do all that by hand.

Yeah.

And so on.

Whereas today they can focus on higher value work because when all of these sort of basic things that are common across companies are getting commoditized in the model layer, you can focus on building higher value models.

You can focus on things that sort of get you from the 80 threshold

to closer to hundred, right?

So I think it is definitely interesting.

I've talked to a lot of my data scientist friends and

They're really energized by the fact that they don't need to do a lot of the grunt work.

Most of the data pipe pipeline work can be automated today and they're spending more of their time on higher value work, which I think is great for everyone.

Yeah, absolutely.

So we've been using AI for more than a couple of years now and it's evolved pretty rapidly based on newer tools coming out.

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