Ask AI and reader evidence
How source-linked answers, feedback and dated statistics work, and what they cannot prove.
Search and Ask AI
Keyword search runs in your browser. Ask AI on Home or Search selects a relevant published passage and links its source. Selected wording can still be irrelevant; check the source.
- Current questions use current pages.
- “What’s new” quotes recent updates from the newest daily record.
- Dated comparisons use recorded summaries and identify missing history.
AI cannot publish changes. Keyword search stays available when AI fails. How questions and feedback are processed.
Evidence and reader benefit
We have verified releases and selected page checks. We have not completed a reader study or established improved understanding.
- Statistics shows dated traffic and anonymous feedback, with source windows and known tests. Missing data is not zero.
- Roadmap preferences inform decisions; they do not automatically change priorities. Counts can include repeats or bots.
- The five-minute reader check asks people to find a published change and a future idea.
Traffic, votes and citations do not prove benefit. Existing runs review available evidence; no separate analytics schedule is used.
How saved results guide decisions
The decision trail connects an earlier idea, later evidence and the resulting choice. Learning means revising decisions from those records; the AI model is not training itself.
Optional event measurement
Google Analytics 4 loads only after a reader allows optional analytics. With consent, fixed events can show Ask AI use and self-reported study completion. Questions, answers and study responses are excluded. Declines and blockers leave gaps; events do not prove understanding. Analytics choices and data.
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Optional. We save daily counts by page, not names or written responses. How we use feedback · Privacy and contact.