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Azeem Azhar

๐Ÿ‘ค Speaker
5487 total appearances

Appearances Over Time

Podcast Appearances

Azeem Azhar's Exponential View
My outlook for 2026: orchestration, the human edge and the AI bubble

No one was going to build that DJ music workflow for me.

Azeem Azhar's Exponential View
My outlook for 2026: orchestration, the human edge and the AI bubble

And I'd seen all the tools and I wasted more time searching the web for tools that could do it than it took me to build.

Azeem Azhar's Exponential View
My outlook for 2026: orchestration, the human edge and the AI bubble

And I certainly wasn't going to pay $10,000 to $15,000 to a dev shop to build it for me.

Azeem Azhar's Exponential View
My outlook for 2026: orchestration, the human edge and the AI bubble

I was just never going to get it built.

Azeem Azhar's Exponential View
My outlook for 2026: orchestration, the human edge and the AI bubble

And now it is built, it is being used, and it is in existence.

Azeem Azhar's Exponential View
My outlook for 2026: orchestration, the human edge and the AI bubble

And this is happening.

Azeem Azhar's Exponential View
My outlook for 2026: orchestration, the human edge and the AI bubble

You can see that this is rippling through the engineering community if you go onto X. But you also look at Stack Overflow, which had been the place where a lot of engineering knowledge was stored, and Stack Overflow has really collapsed.

Azeem Azhar's Exponential View
My outlook for 2026: orchestration, the human edge and the AI bubble

People are not asking questions anymore because the AIs are really developing what they need to develop.

Azeem Azhar's Exponential View
My outlook for 2026: orchestration, the human edge and the AI bubble

I think for software companies, this could be quite challenging because right now I can build a tool faster than it takes to

Azeem Azhar's Exponential View
My outlook for 2026: orchestration, the human edge and the AI bubble

communicate the the spec so why would i start to accept the shortcomings of someone else's design unless they have some kind of deep lock-in which might be that they are the so-called system of record within my within my enterprise and of course there are all sorts of things we have to consider like are these systems going to be reliable are they going to be safe

Azeem Azhar's Exponential View
My outlook for 2026: orchestration, the human edge and the AI bubble

How are they going to interact with each other?

Azeem Azhar's Exponential View
My outlook for 2026: orchestration, the human edge and the AI bubble

Are we going to be able to maintain, keep our data or will they fail and the data has gone for good?

Azeem Azhar's Exponential View
My outlook for 2026: orchestration, the human edge and the AI bubble

I mean, these feel like they are problems that will get solved over the next year or two.

Azeem Azhar's Exponential View
My outlook for 2026: orchestration, the human edge and the AI bubble

Eric talks about that value going to the question, the questioner and the insight.

Azeem Azhar's Exponential View
My outlook for 2026: orchestration, the human edge and the AI bubble

And I think that if I look at this from a business perspective,

Azeem Azhar's Exponential View
My outlook for 2026: orchestration, the human edge and the AI bubble

Where does that value start to anchor?

Azeem Azhar's Exponential View
My outlook for 2026: orchestration, the human edge and the AI bubble

And I think that there are probably three areas.

Azeem Azhar's Exponential View
My outlook for 2026: orchestration, the human edge and the AI bubble

One area is the data.

Azeem Azhar's Exponential View
My outlook for 2026: orchestration, the human edge and the AI bubble

So it doesn't matter how good an app is, if it doesn't have the data that is relevant to make it good, it's going to be irrelevant.

Azeem Azhar's Exponential View
My outlook for 2026: orchestration, the human edge and the AI bubble

So I think that data becomes important.