Data cards
A subject and its figures on a full-bleed capability colour: a nation, a capability, a trend, a scenario. Each card is filled from GINC data and drawn to scale in the four standard shapes: the PNG it saves as is the card as shown.
Saved at 1080 × 1350 pixels. The tallest shape a feed shows in full, so it takes the most screen. The default for a feed post.
Asia Pacific · Eastern Asia
Japan 🇯🇵
- 1TOYOTA MOTOR CO LTD19,577
- 2MITSUBISHI ELECTRIC CORP9,349
- 3HONDA MOTOR CO LTD8,802
- 4PANASONIC IP MAN CO LTD8,721
- 5CANON KK8,588
Critical Technology
Machine Learning & Foundation Models
The capacity to train, tune and field machine learning at the frontier, foundation and general-purpose models, and the model families across language, vision and science built on them.
- Capability group: Artificial Intelligence
- One of 288 national capabilities
Critical Technology
Automated AI research
AI systems are doing a growing share of AI research and engineering, which could shorten development cycles and widen the lead of nations and firms that pair automated experimentation with rigorous evaluation.
Technology and infrastructure
An AI deployment step causes abrupt labour displacement
- 1General-purpose AI capabilityCritical
- 2AI & knowledge-work automationCritical
- 3Frontier model concentrationVery high
- 4AI safety & governanceVery high
- 5Social protection coverage gapsVery high
Largest flow of goods, 2024
Mexico → United States
Goods, 2024
Largest exporters
- 1China$3.59T
- 2United States$1.86T
- 3Germany$1.51T
- 4South Korea$764B
- 5Japan$759B
China · patents
HUAWEI TECH CO LTD
- Largest applicant of 2,062 listed
National Capability Framework
What can a nation do?
- 73 capability groups
- 9 domains
- 3 dimensions: hard, soft and economic