The Quantum Threshold: Quantum Computing, Artificial Intelligence, Security, and the Next Computing Age

Artificial intelligence changed what people expect from computers. Quantum computing changes the model underneath them.

The Quantum Threshold gives readers a serious, readable path from qubits and quantum circuits to the machines, algorithms, security transitions, and human decisions shaping the next computing age. It explains why quantum computing is different rather than simply faster, how fragile physical qubits become useful logical systems, and why hardware scale matters only when the complete stack can sustain a valuable workload.

The book examines Shor's and Grover's algorithms, quantum simulation, optimization, scientific modeling, quantum machine learning, and hybrid classical-quantum workflows. It separates the practical use of classical AI in quantum engineering from the more conditional possibility that quantum methods may eventually improve selected AI workloads.

It also makes post-quantum security concrete. Readers learn what quantum computing threatens in public-key cryptography, why harvest-now-decrypt-later risk changes planning, how current post-quantum standards fit into migration, and how organizations can evaluate vendors and prepare in proportion to their actual exposure.

Written for serious non-specialists and practical technical readers, The Quantum Threshold teaches mechanisms before caveats and evidence before forecasts. Its purpose is to help readers understand the field, evaluate claims, and make decisions that can adapt as the technology changes.

This book is educational and informational. It does not provide legal, financial, procurement, cybersecurity implementation, or compliance advice.