1. The AI Race Is a Category Error
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Tedla Brandsema
AI competition is not one race but many layered domains with different constraints and timelines.
The Structural Forces Shaping the LLM Industry
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Tedla Brandsema
An introduction to the forces that drive competition, cost, and control in the large language model industry.
Essays in This Dossier
2. The Inhibiting Lead
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Tedla Brandsema
Early infrastructure advantage can flip into a liability when cost curves collapse faster than capital amortization.
3. The Perception Threshold
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Tedla Brandsema
Technical improvements stop producing advantage once users can no longer perceive the difference.
4. Data Duality
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Tedla Brandsema
Skill-forming and fact-forming data drive different kinds of model progress and are often mistaken for one another.
5. Local Parity
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Tedla Brandsema
Local models become competitively viable when remaining performance gaps fall below practical perception.
6. The Control Plane Split
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Tedla Brandsema
Large language models are evolving along two economic trajectories: attention capture and intent execution.
7. Sovereignty as a Structural Force
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Tedla Brandsema
As large language models become strategic infrastructure, sovereignty turns dependency, jurisdiction, and control into forces that shape competition.
