HIQTF — Human Indemnity Quantum Transmission Framework

JAQL Framework

HIQTF solves a specific problem: how do you deliver a high-severity alert, payment authorisation or sensor reading so that no intermediate node can silently rewrite it, even in a world where a future quantum computer can break today's transport encryption?

The framework combines post-quantum primitives (ML-KEM / ML-DSA), a zero-trusted-node routing model and an indemnity layer that produces a tamper-evident receipt the receiving party can defend in audit.

Published as an SSRN preprint (abstract 6581378). JAQL applies HIQTF inside StressTrace and the banking PQC migration.

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Published by Jumpstart AI and Quantum Labs. Co-founders: Dr. Nupur Mukherjee (Chief Science Officer) and Kishan Sathyan (Chief GTM Officer). Research cited as SSRN preprints; JAQL technology is quantum-inspired and runs on classical infrastructure.