Blog
Articles, notes, and updates from SamuraiGeeks.
SovereignAI field guide: Read the seven-part series on operating models, local deployment, smaller models, internal assistants, licensing, and choosing a first business workflow. The guide follows a recommended learning order; the journal below lists posts by publication date.
What an Internal AI Assistant Actually Requires
The practical stack behind a private internal assistant, from models and retrieval to access control and review.
July 2, 2026
The Business Case for Smaller, Controllable Models
Why many business AI tasks are better served by smaller, supportable models than by chasing maximum scale.
June 25, 2026
When Keeping AI Local Is the Right Decision
A practical guide to the business cases where local AI is justified and where it is not.
June 18, 2026
Choosing the First AI Workflow for a Small Business
A practical way to choose the first AI workflow by starting with repeatable work, clear boundaries, and measurable review.
June 4, 2026
Open Models and Licensing: What Businesses Need to Check
A business-facing guide to the licensing and governance questions that get lost in AI marketing.
May 28, 2026
Cloud AI, Private AI, Local AI, Sovereign AI
A plain-English comparison of the four AI operating models businesses will keep running into.
April 30, 2026
What Sovereign Local AI Means for a Business
A practical explanation of cloud AI, local AI, and sovereign AI for businesses that care about control.
April 23, 2026
Why SamuraiGeeks Starts with Open Systems
A first post setting the direction for the site.
April 22, 2026