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Matthew EspositoPractical AI

Home Base · Written lesson

What Your AI Should Know, Remember, and Verify

A practical model for separating confirmed context, working assumptions, evidence, and information that must be checked again.

Watch

A verification network connecting an AI memory core to evidence cards and checked facts.

Video coming with the Home Base series · 12 min

Remember confirmed context

Useful memory is context you have reviewed: your role, active priorities, recurring work, preferred tools, and decisions that still govern the project.

Keep important claims connected to evidence

When a recommendation depends on a document, conversation, or external fact, Home Base should preserve the source and the date instead of flattening it into an unexplained statement.

Verify what can change

Prices, provider capabilities, availability, and release status are not durable memory. They stay clearly marked for verification at the moment they matter.

  • The Semantic Tree: Turn a vague idea into a structured map of what matters, what connects, and what to decide next.