Why SLAI Exists
Local AI gave people ownership of a model, but ownership was not enough. SLAI began with a harder question: when would open intelligence become dependable work?
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Work worth publishing.
Research notes, model development, product releases, experiments, and a direct record of what SLAI learns.
Controlling More Than Thought
Reasoning effort controls how deeply a model deliberates. Work effort controls how far an agent carries the task. Useful systems need both dials.
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The Work Begins When the Prompt Ends
A useful agent does not race from prompt to answer. It explores the project, tests its understanding, acts, and checks what actually changed.
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Open Models Need Excellent Products
A model card and an inference snippet can publish intelligence. They cannot, by themselves, turn it into something people can use every day.
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