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Local models

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Local models

2026-10-07 · 6 min

A Binary Answer Is Not a Simple Decision: Testing a Specialist AI ModelAn eight-case comparison of a specialist decision model and general models: expert agreement, missing answers, and what the test does not establish.Read →
Local models

2026-08-23 · 4 min

Local models vs API: compare workload, operating cost and data residencyCompare owned hardware, a rented GPU and a hosted API using measured workload, operating effort and a complete data-flow map.Read →
Local models

2026-08-23 · 6 min

What a local model can actually do: 75 business tasks, measuredTwo open-weight models on an office GPU, 75 office tasks, a code grader. Where a local assistant holds, where it invents, and what one rule changes.Read →
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