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Grant Harvey

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6730 total appearances
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The Neuron: AI Explained
Inside the Secret Labs Where AI Learns to Work

And then I guess just to close the loop on this, what is the difference between pre-training and post-training and reinforcement learning?

The Neuron: AI Explained
Inside the Secret Labs Where AI Learns to Work

So what would the ultimate RL environment look like?

The Neuron: AI Explained
Inside the Secret Labs Where AI Learns to Work

Would it be something like OpenClaw where the agent controls an entire computer?

The Neuron: AI Explained
Inside the Secret Labs Where AI Learns to Work

Or would it be like an actual synthetic world, like a synthetic golf course, for example?

The Neuron: AI Explained
Inside the Secret Labs Where AI Learns to Work

And you have something like Google's Genie.

The Neuron: AI Explained
Inside the Secret Labs Where AI Learns to Work

Or is it robots navigating the real world?

The Neuron: AI Explained
Inside the Secret Labs Where AI Learns to Work

And that's the ultimate environment.

The Neuron: AI Explained
Inside the Secret Labs Where AI Learns to Work

What do you think?

The Neuron: AI Explained
Inside the Secret Labs Where AI Learns to Work

Oh, wow.

The Neuron: AI Explained
Inside the Secret Labs Where AI Learns to Work

Well, Surge builds RL environments like CoreCraft, right?

The Neuron: AI Explained
Inside the Secret Labs Where AI Learns to Work

It's the simulated e-commerce company where AI agents work, customers support.

The Neuron: AI Explained
Inside the Secret Labs Where AI Learns to Work

Why did you focus on this area?

The Neuron: AI Explained
Inside the Secret Labs Where AI Learns to Work

And you released a benchmark to go with it as well.

The Neuron: AI Explained
Inside the Secret Labs Where AI Learns to Work

Is that right?

The Neuron: AI Explained
Inside the Secret Labs Where AI Learns to Work

That makes sense.

The Neuron: AI Explained
Inside the Secret Labs Where AI Learns to Work

And which labs are using search right now?

The Neuron: AI Explained
Inside the Secret Labs Where AI Learns to Work

Wow.

The Neuron: AI Explained
Inside the Secret Labs Where AI Learns to Work

Yeah.

The Neuron: AI Explained
Inside the Secret Labs Where AI Learns to Work

That's really interesting.

The Neuron: AI Explained
Inside the Secret Labs Where AI Learns to Work

The longer running the task is.