Quantum in the Big Four with Aaron Kemp

Aaron Kemp sits at an unusual intersection. He holds a doctorate in cybersecurity, spent years in DoD classified environments running SCI and SAP facilities, and now leads KPMG's quantum research practice — where he's a co-author on a recent hybrid QML paper with Kipu Quantum and IBM. He's also the lead author of KPMG's Q-PREP framework, which pushes enterprises to treat post-quantum cryptography migration as an operational risk problem right now. If you've wondered how quantum actually lands inside a Fortune 200 boardroom — not the hype cycle version, but the "what do you actually tell the CFO" version — this episode maps that territory honestly. It's also useful listening if you're trying to understand the emerging talent gap, why the quiet in enterprise research publications may itself be a signal, and how a firm known for audit and advisory ends up doing multispectral analysis of chestnut trees on IBM quantum processors. What We Get Into • Why KPMG split quantum into distinct practices — PQC, sensing, optimization, and research — and what that structural choice signals about market timing • How a PBS documentary about the American chestnut tree led to a peer-reviewed quantum ML paper with Kipu Quantum and IBM • The honest case for a 3% accuracy gain over classical ResNet-50 baselines — and why Aaron treats it as a positive-sum signal rather than a victory lap • Why "what makes a good quantum problem" remains the most important question in the field, and how KPMG's client base shapes their answer • The seven-step Q-PREP framework for post-quantum cryptography readiness, and why step one — knowing what you actually have — is the hardest step • How data-centric thinking (not cryptography-centric thinking) reframes the PQC migration challenge • Why the quiet in enterprise research publications from major financial institutions may itself be a market signal • The talent bottleneck: ~16,500 quantum researchers on the planet against a coming wave of enterprise demand • How AI tooling is compressing quantum research timelines, and what that means for who can enter the field • Why the compute stack of the next decade will be heterogeneous — quantum, neuromorphic, thermodynamic, and mechanical computing all coexisting Resources & Links Guest & Organization • Dr. Aaron Kemp — KPMG People Profile (https://kpmg.com/us/en/how-we-work/pe...) — Official bio covering Aaron's DoD/classified cybersecurity background and current role as US Quantum Leader. Papers & Research • arXiv:2602.18350 — Quantum-enhanced satellite image classification (https://arxiv.org/abs/2602.18350) — The peer-reviewed KPMG/Kipu Quantum/IBM paper Aaron co-authored, demonstrating hybrid quantum-classical accuracy gains on IBM processors. • From Theory to Impact: Real-World Results in Quantum Machine Learning (https://kpmg.com/us/en/articles/2026/...) — KPMG's editorial summary of the satellite imagery research, framed for enterprise readers. • From Theory to Impact — Full Technical Report (PDF) (https://kpmg.com/kpmg-us/content/dam/...) — The detailed technical companion walking through the hybrid pipeline step by step. PQC & Enterprise Frameworks • Q-PREP: Seven Steps to Post-Quantum Cryptography Readiness (PDF) (https://kpmg.com/kpmg-us/content/dam/...) — KPMG's prescriptive PQC migration framework, with Aaron as lead author. • The Quantum Threat Is No Longer Theoretical (PDF) (https://kpmg.com/kpmg-us/content/dam/...) — Aaron's board-level brief on Q-Day urgency. • Prepare Now for Quantum Cyber Risk (KPMG Board Leadership Center) (https://kpmg.com/us/en/board-leadersh...) — Aaron's article for corporate directors, originally in NACD Directorship Online. Related Coverage & Commentary • Kipu Quantum: Quantum-Enhanced AI Deployable in Production (https://kipu-quantum.com/news/quantum...) — Announcement of the production framework that removes quantum hardware from the inference loop; Aaron quoted as enterprise champion. • KPMG's Seven Steps Build Quantum Resilience for Businesses (Quantum Zeitgeist) (https://quantumzeitgeist.com/quantum-...) — Third-party coverage of Q-PREP. • A Framework Can Tell You What to Do. It Cannot Tell You What You Have. (Qtonic Substack) (https://qtonicquantum.substack.com/p/...) — A critical response arguing that advisory frameworks don't solve the underlying cryptographic inventory problem — useful counterpoint reading. Key Quotes & Insights • On the 3% accuracy gain: "It's a positive game… we did a 12–15 week sprint, and to at least meet classical was our goal when we started. So when we actually did get three percent, it was repeatable. That was, to me, okay — there'...