Gregory Carr

speaker
2,075 appearances 6 recordings 6 series first heard Dec 2025 last heard 7 Jul

Gregory Carr’s voice in public audio — every appearance, attributed to the second.

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recordings per month · last 12 months
4 · Jun OctJan 26AprJulnow

Recordings per month over the last 12 months — 6 in all, peaking in Jun 2026 with 4.

Appearances

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You're going to have OpenAI, Google.
You're going to have at least two of those.
I would argue Grok should always be one of the two because of its dedication to the truth.
And it will tell you as a business owner, a politically inconvenient truth that you need to know for your data.
but you're also going to have your own open weights model that you RL'd on your data, and you're gonna put those two together, the frontier models and your own model, and you are going to get, you know, real Pareto dominant outcomes.
And, you know, half the queries are gonna be, go to the open source model, maybe 85%, and only the hardest ones are then, maybe they all go to open source first, and only the hardest ones are then checked
by the frontier models.
So I think this is the future.
It's coming.
And a misconception that a lot of people have is that open source models are somehow bad for AI.
They're awesome for the AI infrastructure providers.
They just shift economic value from the margins of the frontier labs to the infrastructure.
And that's not bad for AI.
That's great for them.
It's great for them.
But I do think there's still a role for these frontier models.
And it may be true.
To date, frontier tokens are capturing 90% of the economic value.
And open source tokens are probably 80% plus of tokens processed.
And those ratios may be here to stay.
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