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Keet Notes · Chapter 7 · 2026-04-03
If a venture platform wants reusable business knowledge, AI should help surface candidate terms and relations—not silently decide the meaning of the business.
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Read note: AI should propose ontology candidates, not author the business model Keet Notes · Chapter 7 · 2026-04-03
A database schema is not the business model. Someone still has to recover the concepts, relations, and constraints the business depends on.
Related page: Workflow Repair Notes
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Read note: Bottom-up ontology work starts with semantic lifting Keet Notes · Chapter 5 · 2026-04-02
A method in someone's head is not infrastructure. Hadto needs the decisions behind the model in artifacts another operator can inspect.
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Read note: Methodology should live in machine-readable artifacts Original Research · Ontology Pipeline · 2026-04-02
Our ontology research loop is already showing a useful pattern: home services looks like the fastest packaging opportunity, professional services looks like the deeper differentiation play, and dental remains the best place to keep learning.
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Read note: What the ontology research pipeline is teaching us Keet Notes · Chapter 4 · 2026-04-01
OWL is only one layer in a broader stack. If a company does not name the boundaries between data, validation, and reasoning, operators are left guessing.
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Read note: The ontology stack needs explicit contracts Keet Notes · Chapter 3 · 2026-03-31
Formal models matter when they tell the team what the system can infer, explain, and afford to compute.
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Read note: Description logics tell us what to automate and what to bound Keet Notes · Chapter 2 · 2026-03-30
Reasoning is not garnish. It is part of how a business system proves the model still makes sense.
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Read note: Reasoning is a control surface, not an academic luxury Keet Notes · Chapter 1 · 2026-03-29
A tidy schema is not the goal. The model has to help an operator make decisions, hand off work, and run the business.
Related page: Workflow Repair Notes
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Read note: Start with the business problem, not the schema