JAQL Research
Educational explainers and source papers from Jumpstart AI and Quantum Labs. JAQL technology is quantum-inspired and runs on classical infrastructure; the cited papers are SSRN preprints (one in press). Co-authors: Dr. Nupur Mukherjee (Chief Science Officer) and Kishan Sathyan (Chief GTM Officer).
Insights
Quantum-assisted security operations: an architecture overview
How quantum-inspired techniques reshape a modern SOC — orchestration, detection logic, and the role of post-quantum transmission.
Human stress analytics for cyber defence
Most breaches start with a person, not a packet. A short primer on cognitive load, fatigue signals, and how to model them defensively.
Enterprise AI governance for regulated industries
Five principles for governing AI at the speed it now operates — grounded in the SSRN preprint 'Governing at the Speed of Thought'.
Post-quantum security: harvest-now-decrypt-later explained
Why long-lived encrypted data is already at risk today, and what a credible post-quantum migration looks like for a regulated enterprise.
Quantum sensing for rescue and detection
Nitrogen-vacancy (NV) centre sensing and what it makes possible for biomagnetic detection, mine clearance and search-and-rescue.
Papers
Browse the SSRN preprints and the in-press journal paper →
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.