Sensitivity and network position
- Rank
- 67of 250
- Sensitivity
- 15.0rank 45
- Breadth
- 2of 20 scenarios High or above
- PageRank
- 36.6rank 114
- Eigenvector
- 2.3
- Betweenness
- 25.3
- Links
- 12trends at Moderate similarity or above
- Composite
- 27.7
Attention over three years
How much this trend is read about on Wikipedia and searched for on Google, week by week, set against the typical trend in the list so that what moves every trend at once is taken out. 100 is this trend's own three-year average. The score measures public attention, which is not the same as the strength of the force: a trend can deepen unnoticed, and a news event can lift attention for a fortnight.
- Now
- 196
- Over a year
- +63%Surging
- Over three years
- +191%
- Peak
- 26726 Jul 2026
- Sources
- Bothagreement 0.84
- Coverage
- 4languages · 51 nations
Trailing 4-week average. 100 is this trend’s three-year average.
By language
Wikipedia reading in each language edition where the trend’s pages are read enough to measure (4 of 28). Share is of all the readers counted.
| Language | Share | Now | Over a year | Three years |
|---|---|---|---|---|
| English | 90% | 187 | +133% | |
| French | 7% | 191 | +229% | |
| Chinese | 3% | 162 | +86% | |
| Portuguese | 1% | 164 | +28% |
By country
Google search interest over the three years, as a share of each country’s searching. 100 is the nation where interest is highest. The search terms are English, which favours countries that search in English.
South Korea
Singapore
United States
Netherlands
Canada
Taiwan
Australia
New Zealand
United Kingdom
Japan
United Arab Emirates
Israel
100
98
36
34
27
26
25
21
21
20
18
16
The 12 highest of 51 nations with a reading.
By region and G20 member
Attention to this trend inside each place, from Google searches made in its countries and Wikipedia reading in the languages mostly read there, averaged where both exist. Each line compares the trend with its own past in that place; the lines do not compare places.
Regions
| Place | Read from | Now | 90 days | 1 year | 3 years | Three years |
|---|---|---|---|---|---|---|
| North America | Google in 2 countries + Wikipedia in English | 174 | +4% | +44% | +275% | |
| Europe | Google in 8 countries + Wikipedia in French | 192 | +8% | +170% | +40% | |
| Indo-Pacific | Google in 9 countries + Wikipedia in Chinese | 187 | −16% | +161% | +260% | |
| South Asia | Google in 1 country | 147 | −35% | +45% | +160% | |
| Latin America and Caribbean | Google in 1 country + Wikipedia in Portuguese | 178 | −6% | +86% | +844% |
G20 members
| Place | Read from | Now | 90 days | 1 year | 3 years | Three years |
|---|---|---|---|---|---|---|
| Australia | 177 | −45% | +148% | +585% | ||
| Brazil | Google + Wikipedia in Portuguese | 178 | −6% | +86% | +844% | |
| Canada | 180 | −11% | +70% | +303% | ||
| France | Google + Wikipedia in French | 221 | +9% | +271% | +65% | |
| Germany | 160 | +11% | +58% | +114% | ||
| India | 147 | −35% | +45% | +160% | ||
| Indonesia | 130 | +1% | +65% | +51% | ||
| Italy | 180 | −15% | +116% | +335% | ||
| Japan | 229 | −52% | +1067% | +1280% | ||
| South Korea | 221 | −41% | +266% | +1890% | ||
| United Kingdom | 283 | +40% | +232% | +759% | ||
| United States | Google + Wikipedia in English | 170 | +5% | +31% | +262% |
Relation to each scenario
A trend relates to a scenario when it changes how likely the scenario is, how hard it lands, or is itself sharply changed by it. Each score is the median of three scores given separately by the members of the model panel.
| Relation | Scenario | Family |
|---|---|---|
| 5 · Very high | An AI deployment step causes abrupt labour displacement S08 | Technology and infrastructure |
| 5 · Very high | AI-directed research produces a reproducible discovery step S17 ↗ | Technology and infrastructure |
| 3 · Moderate | A global funding seizure reaches sovereign balance sheets S02 | Economic and trade |
| 2 · Low | Critical trade divides into rival blocs S01 | Economic and trade |
| 2 · Low | Cheap firm clean power becomes available at scale S15 ↗ | Energy, climate and resources |
| 1 · Very low | A great-power agreement lowers economic security barriers S13 ↗ | Geopolitical and security |
| 0 · Not related | A regional war closes a globally important sea route S03 | Geopolitical and security |
| 0 · Not related | Hybrid coercion ends in an infrastructure blackout S04 | Geopolitical and security |
| 0 · Not related | A disputed transfer of power breaks effective government S05 | Geopolitical and security |
| 0 · Not related | Two breadbasket failures trigger a food availability crisis S06 | Energy, climate and resources |
| 0 · Not related | A major disaster disables the national economic core S07 | Energy, climate and resources |
| 0 · Not related | A cryptographic breakthrough invalidates digital trust S09 | Technology and infrastructure |
| 0 · Not related | A novel respiratory pathogen exceeds health surge capacity S10 | Health |
| 0 · Not related | A creditor agreement releases fiscal capacity S11 ↗ | Economic and trade |
| 0 · Not related | A cross-regional market access compact redirects investment S12 ↗ | Economic and trade |
| 0 · Not related | A verified Middle East settlement restores access S14 ↗ | Geopolitical and security |
| 0 · Not related | A validated farming package raises water-efficient output S16 ↗ | Energy, climate and resources |
| 0 · Not related | A public service platform reaches inclusive operation S18 ↗ | Technology and infrastructure |
| 0 · Not related | Affordable preventive treatments reduce chronic illness S19 ↗ | Health |
| 0 · Not related | A live outbreak proves rapid distributed pandemic defence S20 ↗ | Health |
Related trends
Similarity = 0.3 × shared tags (Jaccard) + 0.3 × likeness of scenario profiles (cosine) + 0.3 × likeness of names and descriptions (TF-IDF cosine) + 0.1 if in the same capability domain, cut into seven levels at 0.12, 0.22, 0.33, 0.45, 0.58, 0.72. Shown at Moderate and above.
| Similarity | Trend | Theme | Rank |
|---|---|---|---|
| 4 · High | Frontier model concentration | AI, compute & quantum | 168 |
| 3 · Moderate | Slow growth & fiscal space | Money & debt | 22 |
| 3 · Moderate | Tax base erosion & coordination | Money & debt | 41 |
| 3 · Moderate | AI & knowledge-work automation | People, health & work | 53 |
| 3 · Moderate | Automated AI research | AI, compute & quantum | 83 |
| 3 · Moderate | Business dynamism & start-up formation | People, health & work | 85 |
| 3 · Moderate | General-purpose AI capability | AI, compute & quantum | 95 |
| 3 · Moderate | AI chips & accelerator supply | AI, compute & quantum | 111 |
| 3 · Moderate | Compute scaling & AI infrastructure | AI, compute & quantum | 133 |
| 3 · Moderate | Open-weight AI diffusion | AI, compute & quantum | 149 |
| 3 · Moderate | Household debt & housing affordability | Money & debt | 156 |
| 3 · Moderate | AI inference efficiency | AI, compute & quantum | 170 |