📋 Quick Takeaways

• Google Quantum AI releases five-stage framework to guide quantum computing from theory to practical real-world applications, calling for industry-wide collaboration
• Microsoft launches world’s first AI superfactory connecting Wisconsin and Atlanta datacenters with dedicated network, reducing AI training time from months to weeks
• AlphaProof achieves silver medal level at International Mathematical Olympiad using reinforcement learning and formal proof verification in Lean
• Human-aligned vision AI breakthrough published in Nature shows models aligned with human perception are more robust and reliable
• AlphaEvolve discovers breakthrough algorithms for matrix multiplication and chip design, achieving 23% speedup in Gemini training

🔬 Quantum Computing & AI Convergence

Google Quantum AI Unveils Five-Stage Roadmap for Practical Applications

Paradigm Shift in Quantum Computing: Google’s Quantum AI team released on November 13 a comprehensive five-stage framework to guide the entire quantum computing industry from theoretical algorithms toward verified, real-world utility.