Peter McCrory

speaker

628 appearances 3 recordings 3 series first heard Jan 2026 last heard 19 Jun

Peter McCrory’s voice in public audio — every appearance, attributed to the second.

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Recordings per month over the last 12 months — 3 in all, peaking in Jun 2026 with 1.

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ABC Business Daily · Anthropic's Peter McCrory on Claude and the big AI disruption · 29 May 2026 podcast

The amount of tokens, the input tokens.

Yeah, exactly.

So you need to provide.

Yeah.

That's actually an interesting and subtle point here is that like by looking at enterprise adoption, businesses are incentivized to do this in the most efficient way.

And so the correlation that we trace out between output complexity and input tokens

likely captures some fundamental constraint on what is needed by businesses to tackle very hard problems.

And so I think this points in the direction of a standard lesson of new technologies, which is businesses need to make complementary investments.

to unlock the benefits of new technologies.

This might be data modernization, getting information from different siloed data ecosystems within your company, or maybe like new organizational processes.

If your coworker has information that the model needs to develop a sales strategy, not on their computer, but in their mind,

Businesses need to figure out how do you elicit that information in a way that helps the model complete the task.

And so I think this is one reason why we're still in the early stages of the impact of AI on the economy.

This problem of how do you actually embed and deploy a very proficient AI system is very challenging to sort out in practice.

It's a great question.

And sort of these input...

market or input factors are certainly really important in making compute available for both training new generations of models and supplying that compute but i guess the the general point that i was making is conditional on that compute being available you just need access to a digital infrastructure like access to the internet is all you need in order to access the model

capabilities.

And so I think the analog to electricity would be there's electricity generation, which relied similarly on input factors.

And then there's the infrastructure to provision that electricity throughout the economy.

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