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 · last 12 monthsRecordings per month over the last 12 months — 3 in all, peaking in Jun 2026 with 1.
Appearances
It might be that your co-worker has the relevant information, not even in the
customer management software that you're using, but in their brain or in some document that they've written out.
And if the business is not thinking about how to elicit that tacit information in a way that can make the model effective, you might fail to see tasks in our API deployment for which Claude and other frontier models would actually be capable if they had that information.
Yeah, the data, the underlying data that we sampled was just before Opus 4.5.
This sort of touches on one of the findings, which is for the most complex tasks, which I presume you're asking Opus 4.5 to take on very ambitious exercises.
In our data, those most complex tasks tend to have, that's where the model struggles.
So there's like the success rate is somewhat lower.
And that suggests that human expertise to evaluate the quality of the output
is more important and you need more human delegation and direction and managerial oversight.
I have found that even with Opus 4.5, there's still some level of oversight and quality attention that I need to maintain, but I actually worry a lot less about the implementation steps.
And so I'll give somewhat of a concrete example.
where analysis that I've been wanting to do for a while, and I haven't had the time to do it.
And it sort of touches on this idea of how does AI exposure across jobs as commonly constructed?
How does that relate to business cycle sensitivity?
Is it the case that workers who have high AI exposure, are they the ones who
might have higher unemployment when the labor market slows down.
I've been giving Claude for some time now in a sort of separate server to run autonomously this exercise of downloading some research papers, implementing the sort of replicating some prior reports, and then coming up with this like new analysis that I wanted to do.
Before Opus 4.5, I had low confidence that this would work.
And then when I gave the same task to Opus 4.5, I discovered that it was able to move reasonably proficiently at implementing even somewhat ambiguous directives.
But I still had a lot of back and forth.
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