Surge AI

Surge AI is a data and AI company whose mission is to raise AGI with the richness of human intelligence — curious, witty, imaginative, and full of unexpected brilliance. Legally incorporated as Surge Labs, Inc.

About Surge AI

Surge AI is a data and AI company whose mission is to raise AGI with the richness of human intelligence — curious, witty, imaginative, and full of unexpected brilliance. Legally incorporated as Surge Labs, Inc.

Products

  • Rich, complex RL environments that challenge agentic models in novel ways, with verifiers designed to reward their behavior.

  • Rubrics and Verifiers

    AI Evaluation & Observability

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    Scorecards and grading systems designed to evaluate AI outputs across the breadth of brilliance and deficiency, differentiating between varying levels of quality.

  • RLHF

    Training Data & Labeling

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    Preference and reward data generation embodying the richness and subtleties of the world, capturing the notes that separate the ordinary from the inspired.

  • SFT

    Training Data & Labeling

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    Foundation skill demonstrations that bootstrap model capabilities, teaching AI to use computers, navigate the web, and reason for the first time.

  • Human Evaluation

    AI Evaluation & Observability

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    Gold-standard human evaluation providing judgment of subtlety, wit, and emotions that academic benchmarks and auto-evaluations cannot capture.

  • Expert minds across STEM and humanities — doctors, lawyers, investment bankers, Fields Medalists, Harvard professors — who shape AI models through theory and real-world judgment.

  • Internationalization

    Training Data & Labeling

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    AI internationalization across 70+ languages, with linguists designing data that reflect each language's grammar, idiom, and worldview.

  • Multimodal

    Training Data & Labeling

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    Teaching AI to see, watch, and hear — generating and understanding images, audio, and video beyond text.

  • Off-The-Shelf Data

    Training Data & Labeling

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    Pre-built datasets with thousands of hours of expert reasoning, ready to use today, spanning RL environments, coding, and core capabilities every model needs.

Security and compliance

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