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  # Metaphi
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- We build RL environments for commercial sale to foundation model companies, and select enterprises.
 
 
 
 
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- ## About
 
 
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- 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,
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  and create high fidelity RL environments that serve as training gyms for models.
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- We partner with the world's leading domain experts in curating our environments, and creating step wise verifiers.
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  Website: [metaphi.ai](https://metaphi.ai)
 
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  # Metaphi
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+ We build RL environments for foundation model companies.
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+ We introduce, LH-Agents, a suite of enterprise grade evaluation environments, modelled on real-world professional workflows.
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+ ## LH-Agents
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+ | Agent | Domain | Scale | What It Tests |
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+ |-------|--------|-------|---------------|
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+ | **[FigmaAgent](link)** | Design → Production Code | 37 tasks, 147 expert preferences | Figma file → deployed React application |
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+ | **[FinAgent](link)** | Credit Underwriting | 4,406 cases, 45K+ PDFs | PDF extraction → categorization → P&L → credit worthiness assessment |
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+ | **[Enterprise Knowledge Agent](link)** | Content Synthesis | 1,220 pitch decks, 45 video tasks, 279 preferences | Source materials → structured knowledge artifacts |
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+ ## Leaderboard
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+ Results at [evals.metaphi.ai/leaderboard](https://evals.metaphi.ai/leaderboard)
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+ ## About
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+ 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,
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  and create high fidelity RL environments that serve as training gyms for models.
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+ We partner with the world's leading domain experts in curating our environments, and creating step-wise verifiers.
 
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  Website: [metaphi.ai](https://metaphi.ai)