Where we use AI
- Drafting outlines and first-pass prose for research notes and hub pages.
- Generating plain-English explanations of wallet-scan results and readiness scores that a human contributor has already produced.
- Summarizing long primary sources into notes for a human editor to review against the original.
- Copy-editing, translation, and accessibility rewrites.
Where we don't
- Scoring, ranking, or weighting decisions on the Quantum Rankings — those follow the rules in methodology.
- The Wallet Scanner rule engine and the Business Readiness scoring — these are deterministic and open.
- Financial, investment, cybersecurity, or legal recommendations. We do not publish any of those, AI-generated or otherwise.
- Direct answers to reader emails without a human in the loop.
Human review requirement
Every AI-touched sentence is reviewed by a human contributor against primary sources before publication. If a claim cannot be traced back to a source in the citation hierarchy on the fact-checking policy, it is cut — even if it "sounds right."
Your data
Wallet addresses, business inputs, and free-text you paste into our tools are handled per the privacy policy. Where a tool sends prompts to a hosted language model we say so on the tool page itself, and we do not send account-level identifying information along with those prompts.
How AI output is labelled
Pages that are the product of a language-model workflow above and beyond copy-editing carry a visible tag near the top. Wallet-scan and readiness output that includes an AI-generated explanation labels that block explicitly.