Generative AI Fundamentals Map
Map/Security and geopolitics/Wave 4

Strategic AI competition

Frontier AI treated as a matter of national power.

stageEmerging Open on the map →

Facts

Lane
Security and geopolitics
Wave
4 of 12 (build order, not a date)
Needs
7 boxes all the way back through hard links
Unlocks
2 boxes downstream through hard links
Leverage
0.3 points · stands in the way of 1 of 53 stages · rank 31 of 57
Cluster
Compute governance and geopolitics
When
Here since 2022

Evidence as of October 2026

Every model at the frontier of Epoch’s capability index since 2023 came from the US, with Chinese models about seven months behind on average, ranging from four to 14 months.

  1. 01Epoch AI: Chinese models have lagged the US frontier by 7 months

Watch
Lag between US and Chinese frontier models: about seven months on average.

Timeline note
US chip export controls to China began in October 2022.

Around it

Needs · 2
Unlocks · 5

Loops and off-ramps

Openings researchers' judgement, October 2026 scouting

Startup room 25/100 · rank 118 of 124 Research room 24/100 · rank 121 of 124
Crowding5 Lab overlap5 Small-team fit2 Buyer today3 Research openness2
Depth
light
Players
US DOE/DoD; CSET; RAND; CNAS; IAPS; SCSP
Wedge
Quantitative net assessment of the US-China capability, compute and diffusion gap; commentary is saturated. research
  1. 01NPR: Pentagon labels Anthropic supply chain risk