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 the headless CRM that Salesforce talked Salesforce released and you talked about is essentially one example of the change that we are seeing.

I think we'll see a lot more of these.

We'll see most of the application companies that have web portals for humans to look into.

I think they they will have some sort of a headless version for agents to work with work with as well so that they can improve the speed and accuracy.

Absolutely.

I think uh there are what I would call different types of memory.

So of course there is stuff like what you talked about, which is around session-based memory.

What did you ask?

What was respon like what was the response back and was that good or bad?

So I think that's probably slightly ephemeral.

Then there is medium to long-term memory on what happened what did you ask previously, what was what was the context of all of these questions, how can that be tied together historically and so on.

And then there is sort of broader and these two are essentially individual memory context, right?

This is you and your chatbot working together, but expand that more broadly into, let's say, a team of 30 claims adjudicators within an insurance company where they need to standardize this memory.

You shouldn't allow one person's idiosyncrasies to impact broadly what happens.

So how do you architect memory for some of these broader use cases, right?

How do you encapsulate what enterprises do in terms of like why things get approved or denied or what happens next in a certain workflow?

How do you encapsulate all of that within memory?

So I think these are really interesting problems where there are like very companies at very early stages to answer some of these.

But essentially capturing this memory and making it usable in a bigger and broader setting with multiple people and multiple workflows, I think is where a lot of the

Challenges are.

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