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How Tinfoil Proves Exactly What Model Is Running
model-verificationopen-source-aiinference-apisai-transparency
Tool

How an inference provider can prove they're not serving a quantized model

Tinfoil verifies the identity of models served through inference APIs, ensuring users receive the exact model weights as published. It addresses concerns about potential modifications, such as quantization or altered context windows, in open-source models.

tinfoil.sh

🔥🔥🔥🔥🔥

10 min

2/21/2026

How an inference provider can prove they're not serving a quantized model

Tinfoil verifies the identity of models served through inference APIs, ensuring users receive the exact model weights as published. It addresses concerns about potential modifications, such as quantization or altered context windows, in open-source models.

tinfoil.sh

🔥🔥🔥🔥🔥

10 min

2/21/2026

How an inference provider can prove they're not serving a quantized model

Tinfoil verifies the identity of models served through inference APIs, ensuring users receive the exact model weights as published. It addresses concerns about potential modifications, such as quantization or altered context windows, in open-source models.

tinfoil.sh

🔥🔥🔥🔥🔥

10 min

2/21/2026

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