CognitiveCoefficient
Overview / Cognitive Weather

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.

City scores are illustrative composite snapshots on a 0–130 scale (hubs can exceed the national index). Projections are scenarios with stated confidence — not predictions.

San Francisco Bay Area

NOW
124
2030
135.0
2040
146.0
Momentum HighRisk MediumConfidence 66%

Global epicenter of frontier AI labs, venture capital, and elite ML talent

Beijing

NOW
113
2030
124.0
2040
136.0
Momentum HighRisk MediumConfidence 66%

China's AI research and policy core; top-tier universities and national labs

New York

NOW
112
2030
123.0
2040
136.0
Momentum HighRisk LowConfidence 66%

Diversified finance-AI-media nexus with deep capital and applied-ML demand

London

NOW
110
2030
117.0
2040
125.0
Momentum MediumRisk LowConfidence 74%

Europe's leading AI hub; DeepMind heritage, fintech, and global talent draw

Boston

NOW
108
2030
115.0
2040
123.0
Momentum MediumRisk LowConfidence 74%

MIT/Harvard research density anchoring biotech, robotics, and deep tech

Seattle

NOW
106
2030
118.0
2040
130.0
Momentum HighRisk MediumConfidence 66%

Cloud and large-scale ML engineering core (Amazon, Microsoft, AI2)

Shenzhen

NOW
102
2030
114.0
2040
127.0
Momentum HighRisk MediumConfidence 66%

Hardware-to-AI manufacturing powerhouse and rapid product commercialization

Singapore

NOW
100
2030
112.0
2040
125.0
Momentum HighRisk LowConfidence 66%

Asia's stable AI and deep-tech gateway with strong governance and capital

Tokyo

NOW
99
2030
107.0
2040
115.0
Momentum MediumRisk LowConfidence 74%

Robotics and applied-AI industrial base with deep R&D institutions

Hangzhou

NOW
97
2030
109.0
2040
122.0
Momentum HighRisk MediumConfidence 66%

Alibaba-anchored AI commerce and cloud cluster with fast-rising startups

Tel Aviv

NOW
96
2030
108.0
2040
121.0
Momentum HighRisk MediumConfidence 66%

Dense per-capita startup and cyber-AI ecosystem with elite engineering talent

Paris

NOW
95
2030
107.0
2040
120.0
Momentum HighRisk LowConfidence 66%

Rising European AI champion (Mistral, FAIR heritage) with strong math talent

Seoul

NOW
93
2030
101.0
2040
109.0
Momentum MediumRisk MediumConfidence 74%

Semiconductor and applied-AI strength via chaebol R&D and high digital density

Bangalore

NOW
90
2030
103.0
2040
116.0
Momentum HighRisk MediumConfidence 66%

World's largest engineering talent pool and global AI services delivery hub

Toronto

NOW
89
2030
97.0
2040
105.0
Momentum MediumRisk LowConfidence 74%

Deep-learning research birthplace (Vector Institute, Hinton lineage)

Zurich

NOW
88
2030
96.0
2040
104.0
Momentum MediumRisk LowConfidence 74%

ETH-driven research excellence and Big Tech AI labs in a stable base

Berlin

NOW
85
2030
93.0
2040
102.0
Momentum MediumRisk LowConfidence 74%

Europe's largest startup scene with growing AI and enterprise software depth

Amsterdam

NOW
83
2030
91.0
2040
100.0
Momentum MediumRisk LowConfidence 74%

Open, well-connected tech hub with strong AI research and scale-up density

Austin

NOW
82
2030
95.0
2040
109.0
Momentum HighRisk MediumConfidence 66%

Fast-growing US tech magnet drawing talent and chip/AI investment

Stockholm

NOW
81
2030
89.0
2040
98.0
Momentum MediumRisk LowConfidence 74%

High-output unicorn factory with strong engineering and deep-tech culture

Sydney

NOW
76
2030
84.0
2040
93.0
Momentum MediumRisk LowConfidence 74%

Asia-Pacific anchor with solid research, SaaS, and quantum strengths

Dubai

NOW
72
2030
85.0
2040
100.0
Momentum HighRisk MediumConfidence 66%

Capital-rich, fast-building AI and talent destination with state ambition

Tallinn

NOW
68
2030
82.0
2040
96.0
Momentum HighRisk MediumConfidence 66%

Digital-government pioneer punching above its size in startups per capita

Sao Paulo

NOW
64
2030
73.0
2040
82.0
Momentum MediumRisk MediumConfidence 74%

Latin America's largest tech market and fintech-AI growth engine

Nairobi

NOW
56
2030
70.0
2040
85.0
Momentum HighRisk HighConfidence 66%

East Africa's 'Silicon Savannah' leading mobile-first and AI-services growth

Lagos

NOW
54
2030
68.0
2040
84.0
Momentum HighRisk HighConfidence 66%

Africa's largest startup and fintech hub with vast young talent upside