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01 Quantum's new patent enables end-to-end encrypted inference, allowing AI systems to process sensitive data without ever decrypting it. This "computation-preserving cryptography" approach resolves the fundamental trade-off between model utility and data privacy by ensuring the raw data remains inaccessible to the processing infrastructure. Such advancements are critical for enterprise adoption in regulated sectors where exposing proprietary datasets or models is currently prohibitive.

Sources coveringQuantum Zeitgeist, Inside Quantum Technology

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01 Quantum solves AI’s data privacy problem with encryption

Quantum ZeitgeistOctober 10, 20264 min read

01 Quantum’s U.S. patent, 12,744,764 B1, enables AI processing on encrypted data, addressing data privacy concerns.

U.S. Patent 12,744,764 B1 protects 01 Quantum’s approach to a critical barrier to artificial intelligence adoption. Enterprises seeking the benefits of AI have often been forced to risk exposing their most sensitive data to systems beyond their control; the “value of AI is obvious; the cost of exposing the underlying data is unacceptable,” according to the company. 01 Quantum’s technology allows AI to process encrypted data from start to…

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