PerfectBit, Inc.

Builds verifier-grounded training data for frontier model teams, producing specialized data for the world's most powerful models using formal proof systems, simulators, executable tests, and oracle databases.

About PerfectBit, Inc.

We create a new kind of data for training AI models. Most LLMs are pre-trained on noisy web-scraped text, but they hallucinate and still fail on tasks that humans find trivial. PerfectBit creates high-quality training data that's correct by construction. We verify against physics simulators, scientific databases, formal proof systems. LLMs, robotics, AI for Science, and more.

Products

  • PerfectBit

    Training Data & Labeling

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    Verifier-grounded training data service that produces trustworthy training data supplements using formal proof systems, simulators, executable tests, and oracle databases for fr...

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