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Tokenless

We find flaws in RL environments and evals and help you fix them.

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About

Tokenless is an applied AI research lab. Our goal is to end reward hacking. We do research and build tools to detect issues with environments and evals, understand model behavior in those environments, and prevent those issues from happening. Correcting them makes training more effective, makes model performance easier to interpret, and is crucial to solving the AI alignment problem. If you’re training models with RL, building environments, or running agent evals, and want more confidence in your environments, we're here to help.

Developer ToolsMachine LearningReinforcement LearningB2BAI
Facts
Website
usetokenless.com
City
San Francisco
Country
United States
YC batch
Summer 2026
Team
3 people
Stage
Early stage
AI-native
Yes

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