An entrepreneurship mindset starts from the customer problem, not from a desire to use AI. It asks whether AI is actually the best fix, or whether another approach fits better. section 4.2 section 4.11
It is used as a gatekeeper for AI use-case selection: first understand the need, then decide whether AI is warranted. The same check also asks whether the task can be described clearly and the output validated easily. section 4.2 section 4.11
Use it by checking a few blunt questions:
- Are you solving a real customer need, or just chasing an AI idea? section 4.2
- Are hallucinations acceptable for users, or a deal breaker? section 4.11
- Can the task be explained and the output checked without much effort? section 4.11
- Does a proven non-AI tool already do the job well? section 4.11
The idea stays practical rather than theoretical: it points to common tasks, LLM wrappers for natural-language work, and cases where old-school algorithms or a more explainable model are the better call. section 4.11 section 4.11
