analiza aiqbench

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.