From Hype to Real Utility : Making Quantum Useful for AI Today

Quantum computing is often positioned as a future breakthrough, but meaningful value is already being realized today.

In this talk, I will highlight how quantum-inspired and photonic computing approaches are delivering practical solutions to real-world AI and optimization challenges, without relying on fault-tolerant quantum systems. These technologies are not replacements for classical AI, but powerful complements, particularly for complex optimization, pattern recognition, and data-intensive decision-making. Drawing on real world deployment, I will discuss where quantum and photonics approaches are already gaining traction, how they complement existing AI workflows, and what differentiates practical solutions from theoretical promise. Join this session to separate signal from noise and start leveraging quantum for practical impact today.