Generative AI Fundamentals Map
Map/Models and thresholds/Wave 4

Open-weight models

Capable models anyone can download, run and modify.

capabilityBuilt today Open on the map →

Facts

Lane
Models and thresholds
Wave
4 of 12 (build order, not a date)
Needs
7 boxes all the way back through hard links
Unlocks
3 boxes downstream through hard links
Leverage
None: already built
Cluster
Around datacentre capex

Evidence as of October 2026

Epoch AI finds Chinese models have trailed the US frontier by about seven months on average since 2023, and several of the strongest Chinese releases are open-weight.

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

Detail boxes 2

Chinese open-weight leadership capability · Built today · helps, not required

Chinese labs leading open-weight models, which much of the world builds on.

Chinese open-weight models overtook American ones in research-paper mentions in 2026, with Qwen passing Llama.

  1. 01State of AI 2026: research
Vertical post-trained models capability · Emerging · helps, not required

Open models post-trained for one industry, often cheaper than frontier models.

Harvey’s post-trained GLM model cost 54.8% less per review-table cell than Sonnet 5.

  1. 01State of AI 2026: business

Around it

Needs · 1
Unlocks · 2

Loops and off-ramps