
Molecular interactions scale exponentially—classical approximation hits a wall.
VQE and related hybrid methods find molecular ground states on NISQ devices.
Drug docking, protein folding, new catalysts, advanced batteries, and potential superconductors.
Quantum simulation transforms R&D into a software-first discipline.

Ryan previously served as a PCI Professional Forensic Investigator (PFI) of record for 3 of the top 10 largest data breaches in history. With over two decades of experience in cybersecurity, digital forensics, and executive leadership, he has served Fortune 500 companies and government agencies worldwide.

A forensic analysis of how Big Tech constructed a circular economy through revenue arbitrage, antitrust evasion, and GPU-backed debt structures—the financial engineering behind the AI boom.
How Google's vertical integration of custom silicon and Sparse MoE architecture creates an unassailable moat in the AI wars—and why competitors face a 5-year hardware gap they cannot close.

Our perception of risk has fundamentally transformed from tangible, local dangers to invisible, global threats. Learn how to recalibrate risk management in the digital age without paralyzing innovation.