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The State of Local AI

The State of Local AI is a quarterly report on where local AI stands today. It is written from the author’s experience building PromptQuorum and testing local-AI apps.

Facts are labelled, sources are numbered, and assumptions name who makes them and what they rest on.

Next issue: January 2027.

Latest report

The State of Local AI · Report 01 · Q4 2026

Few Chickens and Even Fewer Eggs

Local AI is growing fast, but the usable installed hardware base is minuscule. Great applications are even thinner.

23 October 2026

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Cite this report

Kuepper, H. (2026). Few Chickens and Even Fewer Eggs. The State of Local AI, Report 01 (Q4 2026). PromptQuorum. https://www.promptquorum.com/about/state-of-local-ai/2026-q4

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