From Scale to Sovereignty
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Tedla Brandsema
Memo
A capital-structural synthesis of cost collapse, perceptual convergence, local parity, and sovereignty dynamics in the LLM industry.
Sovereignty as a Structural Force
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Tedla Brandsema
Essay
Sovereignty as a Structural ForceWhen Diffusion Becomes Strategically Incentivized
The Control Plane Split
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Tedla Brandsema
Essay
Large language models are evolving along two economic trajectories: attention capture and intent execution.
Local Parity
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Tedla Brandsema
Essay
Local models become competitively viable when remaining performance gaps fall below practical perception.
Data Duality
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Tedla Brandsema
Essay
Skill-forming and fact-forming data drive different kinds of model progress and are often mistaken for one another.
The Perception Threshold
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Tedla Brandsema
Essay
Technical improvements stop producing advantage once users can no longer perceive the difference.
The Inhibiting Lead
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Tedla Brandsema
Essay
Early infrastructure advantage can flip into a liability when cost curves collapse faster than capital amortization.
The AI Race Is a Category Error
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Tedla Brandsema
Essay
AI competition is not one race but many layered domains with different constraints and timelines.
The Economics of the LLM Industry
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Tedla Brandsema
Dossier
A dossier on the structural and economic forces shaping competition in large language models.