Despite the growing enthusiasm for quantum computing, a large-scale shift in the coming years is unlikely. Topological qubits promise greater system resilience, but still require:
- Extremely low temperatures and specialized equipment to operate.
- Teams of highly skilled professionals (physicists, engineers, quantum algorithm developers).
- Integration with existing ML frameworks and the development of new tools.
Additionally, organizations must weigh the economic viability: the benefits of using quantum solutions must substantially exceed the costs of infrastructure, workforce training, and software development.