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README.md

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 # Metaphi     
                                                                                                                              
-  Enterprise evaluation environments for long-horizon AI agents. Real workflows, production data, expert ground truth.       
+  We build RL environments for commercial sale to foundation model companies, and select enterprises.   
                                                                                                                              
 
   ## About
 
-  Metaphi is an applied AI lab on a mission to bring super intelligence to enterprises. We are building real world enterprise environments for 
-  commercial purchase by foundation model companies to help post train frontier models on complex enterprise tasks. 
+  Metaphi is an applied AI research lab founded on the mission to bring real world intelligence to frontier models. We focus on out of distribution tasks, 
+  and create high fidelity RL environments that serve as training gyms for models.
 
 
-  - Programmatic + human evaluation
-  - Expert-curated ground truth from production workflows
-  - Pairwise human preference data (RLHF signal)
+  We partner with the world's leading domain experts in curating our environments, and creating step wise verifiers. 
 
   Website: [metaphi.ai](https://metaphi.ai)