Use the evidence. Keep your judgment.

Educational purpose

Research, tools and examples provide general educational information. They do not provide individualized medical, legal, financial, engineering or other professional advice. High-stakes decisions need appropriately qualified review.

Evidence and limitations

The scan is an unvalidated heuristic, not a scientific readiness score or a guarantee that automation is suitable. Sources concern particular tasks and populations. Your results may differ. Check facts and retain responsibility for decisions and review.

Safe use of public tools

Use general, non-sensitive examples. Do not enter payment details, passwords, API keys, medical records, confidential customer information or other secrets. Keep AI experiments small and subject to meaningful human checks.

Free resources and future products

The scan, synthesis, brief and worksheet are free to access without subscribing. A future product would need its own actual scope, price, access, support and refund terms before purchase. Nothing on the current products page is an order or a preorder.

Research corrections

Inspect sources and review status. Prepare a correction note if a claim needs examination. Human editorial review is pending for the first synthesis; it is not advertised as independently peer reviewed.

Operator details

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