By this, I mean something like, instead of creating an environment for the model to use during training, prompt a LLM to output what it thinks the environment would output for any given tool call.
@mattshumer_
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Using LLMs to Simulate Reinforcement Learning Environments
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Has anyone used LLMs to simulate RL environments? Seems like a huge opportunity.
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Testing promising AI tool this week
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To be honest, I haven't used it much (been focused on distribution these last couple days) but from everything I'm hearing, it's really really good. Will be testing it more later this week!
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Kimi K2 on Groq Enables Rapid Multi-Iteration App Development
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Kimi K2 running blazing fast on @GroqInc inside @cline.
— Matt Shumer (@mattshumer_) 15 juillet 2025
It's only going to get faster from here.
Imagine full apps being built in minutes, and you as the developer get to choose from dozens of iterations and options at every step.
That's the world we're moving towards. pic.twitter.com/NlZBEESgyYKimi K2 running blazing fast on @GroqInc inside @cline
. It's only going to get faster from here. Imagine full apps being built in minutes, and you as the developer get to choose from dozens of iterations and options at every step. That's the world we're moving towards. -
Achieving Near 400 TPS Performance Breakthrough
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uh wow I just tried it. didn’t quite get 400tps but very very close I need this in @cline yesterday
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Open-Source Frontier Model Reaches 185 Tokens Per Second
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We officially have a near-frontier open-source model running on @GroqInc at 185 tok/s.
— Matt Shumer (@mattshumer_) 15 juillet 2025
It’s only going to get faster from here.
This is going to open up a lot of opportunities. https://t.co/P8Cs1SQgCg pic.twitter.com/PwBhDjQdEzWe officially have a near-frontier open-source model running on @GroqInc at 185 tok/s. It’s only going to get faster from here. This is going to open up a lot of opportunities.
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Go-to Prompt for UX Product Design Ideation
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My go-to prompt for UX/product design ideation Crazy that this actually improves results
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Starting First Reinforcement Learning Run in Years
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starting up the first RL run I've done in a while… feels good
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Grok AI System Requires Urgent Bug Fix
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This is not good. Grok is incredible otherwise, but they need to fix this. ASAP.