Chen: Synthetic RL Environments Alone Won't Meet Future Frontier AI Demand
Edwin Chen · No Priors Ep. 124 | With SurgeAI Founder and CEO Edwin Chen · Jul 24, 2025 · at 16:59
Surge AI founder Edwin Chen responds to Sarah Guo's question about whether RL environments or expert reasoning traces will dominate AI training demand over the next 5 to 10 years.
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“Like, I don't think our environments alone will suffice just because, I mean, it depends on how you think about our environments, but oftentimes these are very, very rich trajectories are very, very long. And so it's almost like inconceivable that a single reward I mean, I think even today, we often think about things in terms of multiple rewards, not just a single reward, but a thing like a single reward and we just may not be like rich enough to capture all the work that goes into like the model solving some like very, very complicated goal. So I think it'll probably be a combination of all those.”
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