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Covenant Labs
Last discussed Sep 9, 2026
A startup that encrypts open-source LLMs so GPU providers never see unscrambled data during inference, enabling private cloud AI computation.
Recently discussed in
Did OpenAI Steal the Navier-Stokes Solution? | E2335
Yohei Nakajima · Sep 9, 2026
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Yohei Nakajima
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Used for: Running AI workloads on rented compute/cloud clusters without exposing data to the cloud provider
Praised: Input and output are encrypted; GPU provider never sees unscrambled data; wor...
vs: Addresses the trust problem with frontier model providers and cloud providers...
"I have a company called Covenant Labs that's figured out how to encrypt open source LLMs. So if you wanted to put it on a cloud, you can just take an open source model. They'll encrypt it, give you a secret key, you encrypt your input, you get out..."
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