Anthropic’s FlashProve prototype checks AI output one token at a time
Anthropic tested cryptographic proofs for a quantized Llama 4 Maverick configuration, allowing a CPU to check a token against committed model weights without seeing them. Its 1,024-token context and high proving cost leave routine API use unproven.
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