Will Brown

10 statements across 2 episodes · 3 bullish · 5 bearish · 1 people on the record · first statement May 9, 2025 by Will Brown · said 1 times in 1 episodes since 2025 · across every show →

On the record as a speaker too: Will Brown's record, appearances and statements → this page counts the times other people say the name.

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Everything said about Will Brown, oldest first

May 9, 2025 negative
Opinion
Group-chat multi-agent systems like CrewAI do not work well
“I think people were, like, excited about multi-agent systems for a while, like, the crew AI sort of thing of, like, oh, I'm gonna put my coder agent, my finance agent in group chat, and, like, a lot of these are just kind of silly. They don't actually work ver…”
Will Brown May 9, 2025 ▶ 7:43 ⚡️Open Questions in Agentic RL — Will Brown (Prime Intellect)
May 9, 2025 positive
Insight
Averaging weights of models trained on separate domains works effectively
“You can have a model trained on code, and a model trained on math, and a model trained on Spanish, and you can literally average the weights, and it works.”
Will Brown May 9, 2025 ▶ 14:33 ⚡️Open Questions in Agentic RL — Will Brown (Prime Intellect)
May 9, 2025 bearish
Assertion Contradicted
No legitimate open-source million-token context models exist at scale
“Scaling to, like, million token contexts is, like, really, really hard. There, I don't think there are real, like, open source replications, open token context scaling, Beyond, like, tiny, like, academic model sizes.”
Will Brown May 9, 2025 ▶ 9:50 ⚡️Open Questions in Agentic RL — Will Brown (Prime Intellect)
May 9, 2025 bearish
Assertion Not checkable as stated
Algorithms for practical multi-agent RL do not yet exist
“Multi-agent RL's hard. I did five years of it in grad school. It's like not easy. And to the algorithms don't really even exist for the things you would really want to do.”
Will Brown May 9, 2025 ▶ 8:04 ⚡️Open Questions in Agentic RL — Will Brown (Prime Intellect)
May 9, 2025 positive
Insight
Weight updates across specialized tasks are orthogonal enough to merge asynchronously
“The updates made to model weights are orthogonal enough for specialized tasks that this is actually like totally fine. Things are nice and linear in most cases, things are nice and orthogonal, and you can get away with a lot of async updates to models that are…”
Will Brown May 9, 2025 ▶ 14:53 ⚡️Open Questions in Agentic RL — Will Brown (Prime Intellect)
May 9, 2025 negative
Insight
Current multi-turn RL research ignores discarded thinking tokens, breaking the math
“The existing paper people are writing about multi-turn RL are not actually incorporating this, and it kind of, like, breaks all the math.”
Will Brown May 9, 2025 ▶ 10:48 ⚡️Open Questions in Agentic RL — Will Brown (Prime Intellect)
May 23, 2025 neutral
Opinion
Brown: Claude 3.7 works for quick projects, not large codebases
“I never really got to the point where I found it was helpful for a thing that was like a large existing code base. But if it's like, hey, I want to like cook something up in a few hours for fun. Pretty good at that. But these become messy and they become hard …”
Will Brown May 23, 2025 ▶ 17:26 ⚡️Multi-Turn RL for Multi-Hour Agents — with Will Brown, Prime Intellect
May 23, 2025 neutral
Insight
Brown: Small LLMs default to skipping tool calls without explicit training
“If you set these models up to use tools, They just won't. Like if you say, hey, here's a question. You have access to these tools. Do as many rounds of tool calling as you want, and then submit your answer. They'll just submit their answer because they like ar…”
Will Brown May 23, 2025 ▶ 28:55 ⚡️Multi-Turn RL for Multi-Hour Agents — with Will Brown, Prime Intellect
May 23, 2025 bearish
Prediction Not checkable as stated
Brown: Reasoning effort dropdowns will disappear from chat interfaces
“I think in chat interfaces, it probably won't stick around. Like, I don't think we're always going to have the dropdown of like Oath for many and Oath for many high. That feels silly.”
Will Brown May 23, 2025 ▶ 11:45 ⚡️Multi-Turn RL for Multi-Hour Agents — with Will Brown, Prime Intellect
May 23, 2025 positive
Insight
Brown: Truncating reasoning model thinking mid-sentence still yields good outputs
“So it seems like artificially truncating the thought is actually like fine. Like the model can, even if like it got cut off mid-sentence with an injected like think token, these are smart enough models that they can kind of finish with the best that they got f…”
Will Brown May 23, 2025 ▶ 9:34 ⚡️Multi-Turn RL for Multi-Hour Agents — with Will Brown, Prime Intellect
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