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Latent
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Latent is an AI reliability infrastructure company backed by Y Combinator (F26) that intercepts model hallucinations before they reach customers. By reading a model's internal hidden states during the forward pass, Latent scores the confidence and correctness of every answer in real time with zero added latency. Risky outputs are automatically routed to a reviewer, a stronger model, or a second opinion, enabling teams to run cost-efficient open-weight models in production with the trust required for high-stakes domains like finance, healthcare, and legal. Latent ships as a plugin within a vLLM image, making it deployable on any cloud, cluster, or private hardware.
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