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.

Appearances

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Is it professional, so in the workplace?
Or is it coursework?
Students and educators use Claude to learn and to develop course curriculum.
Interestingly, patterns of usage across these three categories vary across countries.
High-income countries, which tend to have high rates of adoption of CLAUD, are much more likely to use CLAUD for personal use cases and less likely to use it for educational purposes.
purposes.
I think this is consistent with a learning curve or an adoption curve that the longer that you've been using this technology you begin to experiment with new ways to use it including in the personal domain.
Now on the business adoption side of things
I think this is an incredibly important question for thinking about what impact will it have on the economy.
And productivity and the labor market.
It's not just capabilities, it's capabilities plus what determines firm adoption and what is the consequence of that firm adoption.
So in that respect, we looked at some of our API traffic.
How are businesses embedding cloud capabilities to automate existing capabilities?
or new workflows.
And one of the things that we find is that for the most complex tasks that businesses bring to Claude, you can think here like automated biological research or automating some sophisticated machine learning model to predict weather patterns.
When businesses use Claude in this very sophisticated way, they rely on disproportionately more input context than for simple tasks.
Now, why is that interesting?
I think it's interesting because it points toward the source of tasks we don't see in our data.
Tasks that the model might be very good at, but the context information is not readily available.
So concretely, if you're a large complex organization,
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