Cognitive Weather
A nowcast and outlook for the world's intelligence-economy hubs — current cognitive-capital level, 2030 and 2040 scenario projections, momentum, concentration risk, and confidence.
San Francisco Bay Area
Global epicenter of frontier AI labs, venture capital, and elite ML talent
Beijing
China's AI research and policy core; top-tier universities and national labs
New York
Diversified finance-AI-media nexus with deep capital and applied-ML demand
London
Europe's leading AI hub; DeepMind heritage, fintech, and global talent draw
Boston
MIT/Harvard research density anchoring biotech, robotics, and deep tech
Seattle
Cloud and large-scale ML engineering core (Amazon, Microsoft, AI2)
Shenzhen
Hardware-to-AI manufacturing powerhouse and rapid product commercialization
Singapore
Asia's stable AI and deep-tech gateway with strong governance and capital
Tokyo
Robotics and applied-AI industrial base with deep R&D institutions
Hangzhou
Alibaba-anchored AI commerce and cloud cluster with fast-rising startups
Tel Aviv
Dense per-capita startup and cyber-AI ecosystem with elite engineering talent
Paris
Rising European AI champion (Mistral, FAIR heritage) with strong math talent
Seoul
Semiconductor and applied-AI strength via chaebol R&D and high digital density
Bangalore
World's largest engineering talent pool and global AI services delivery hub
Toronto
Deep-learning research birthplace (Vector Institute, Hinton lineage)
Zurich
ETH-driven research excellence and Big Tech AI labs in a stable base
Berlin
Europe's largest startup scene with growing AI and enterprise software depth
Amsterdam
Open, well-connected tech hub with strong AI research and scale-up density
Austin
Fast-growing US tech magnet drawing talent and chip/AI investment
Stockholm
High-output unicorn factory with strong engineering and deep-tech culture
Sydney
Asia-Pacific anchor with solid research, SaaS, and quantum strengths
Dubai
Capital-rich, fast-building AI and talent destination with state ambition
Tallinn
Digital-government pioneer punching above its size in startups per capita
Sao Paulo
Latin America's largest tech market and fintech-AI growth engine
Nairobi
East Africa's 'Silicon Savannah' leading mobile-first and AI-services growth
Lagos
Africa's largest startup and fintech hub with vast young talent upside