Useful evidence says what was established, how it was established, and where its relevance stops. The existence of a citation or a working interface is not proof of a business outcome.
What supports this property?
- Conceptual framework: Curtiss Witt’s supplied book blueprint, manuscript, and founder directives guide the seven areas, Better Choices, and the distinction between being found and being used.
- Assessment design: the approved Decision Model, Definitive Design Specification V1, and visual architecture define the fixed bank, applicability, actions, and evidence limits.
- Implementation evidence: execution records establish only the software behaviors tested in their named environment. They do not validate owner answers or the framework’s effectiveness.
- Empirical validation: no completed participant study or causal effectiveness finding is presented here.
How to read a claim
- Reported: a person’s account, not independently checked.
- Observed: a scoped record of something actually seen or tested.
- Hypothesis: an idea that should be tested.
- Conceptual: a framework or proposed relationship.
- Aspirational: a mission or desired outcome, not an established result.
Limits that matter
More information is not always better. The information must help with the actual choice. A callable tool need not be useful. A link or mention is not an invocation. A successful invocation is not a purchase or evidence of a better life. Network benefits remain hypotheses until observed under a suitable method.
The “25 years” headline is broad historical framing. Search still matters; it does not establish an exact market transition or the end of search.
Technical references
The machine interfaces use the MCP 2025-11-25 specification. Browser-based access is experimental and follows the WebMCP proposal; availability must be verified in a specific environment.