Tom Scott

speaker

236 appearances 1 recordings 1 series first heard Aug 2026 last heard 4 Aug

Tom Scott’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 Aug 2026 with 1.

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Talking AI · Context, Control, Collaboration: Why Capability Was Never the Bottleneck · 4 Aug 2026 podcast

What's the audit trail?

What's the governance model for users, whether they are human users or whether they are agent users or whether there's some combination of the two?

And control also goes to the heart of the cost question.

which is how do you control the amount of context that you are supplying it to the models in a way that you're not blowing the economics around it?

So I think there's a lot of conversation today that's coming into control and some of it's termed governance, but to me, it's all part of this control framework of how do you build infrastructure to be able to do this in a repeatable way?

I think the last one,

is probably the least understood, and that's collaboration.

And it's interesting because Wrike was founded 20 years ago on the idea of collaboration, that you had to build to really unlock the human potential.

You have to be able to collaborate, exchange ideas, align on them, track progress.

And when you come into a world where you are introducing all other types of users into this and you start with the premise that there is a role for a human to collaboration becomes more important than ever.

But I don't think we're yet at the point where that is broadly understood in the market of just how important that collaboration aspect is going to be.

And it's the human in the loop collaboration.

It's the insight.

It's the creative process that is part of that collaboration.

But to me, it's hard to really have a holistic discussion on value without framing it up under those three Cs.

I'll give a simple example for a use case that I work with.

I think it actually illustrates it well.

One of the use cases I think practically everyone has used a model for is some form of research, right?

So whether you are researching to prep for a podcast or...

you're a family researching for your summer vacation or you're me and you're doing competitive research on what others are doing in the marketplace, it is an extremely powerful use case, but it is often an individual endeavor where you are delving into this and you can create skills, you can create a specific project around it,

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