Google’s Quantum AI team has published a five-stage strategic roadmap to bridge the gap between theoretical quantum breakthroughs and real-world impact.
The plan prioritizes not just qubit count, but useful outcomes, moving from algorithm discovery (stage 1) to production deployment (stage 5). Intermediate stages include identifying real-world problems where quantum solutions outperform classical ones, and demonstrating those advantages in verifiable ways.
Google calls for more open-source tools, interdisciplinary collaboration, and new success metrics focused on real-world utility, rather than academic benchmarks.
The authors emphasize the need to reward creativity and high-risk algorithm research — even when results are negative — as these can yield paradigm-shifting insights.
📅 Date: November 14, 2025
Bottom line: Google’s roadmap invites the community to shift focus from raw performance to tangible benefits. It could accelerate quantum adoption in finance, logistics, chemistry, and AI — making quantum solutions truly useful.