Artificial Intelligence
Articles about artificial intelligence, practical decisions, tools and systems.
AI working day audit: check a date against a fixed calendar
Run an AI working day audit with a fictional calendar. Exclude the start, weekends and a listed closure; trace the result and save your date-by-date review.
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AI inventory balance audit: trace the first negative step
Run an AI inventory balance audit on a fictional event card. Trace each prefix, find the first negative balance and save a closing check with source questions.
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AI distinct count audit: two lists, three valid totals
Run an AI distinct count audit on two fictional signup lists. Trace shared IDs, separate memberships from union and exactly-one counts, then save the ledger.
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AI percentage rounding audit: explain a displayed 101%
Use an AI percentage rounding audit to trace seven fictional cards. Preserve counts and fractions, explain a displayed 101%, then save a checked review note.
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AI table join audit: trace repeated rows and units
Run an AI table join audit with two fictional source cards. Trace every matching pair, retain unmatched records and compare original with copied unit totals.
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AI segment rate audit: when the total reverses the groups
Use an AI segment rate audit on fictional counts to check four group rates, two pooled totals and a reversal. Save the source and three claim decisions.
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AI classification audit: review ten prewritten label pairs
Run an AI classification audit on ten fictional label pairs. Separate four outcomes, check three denominators and claims, then save a traceable review note.
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AI mean and median audit: check six response times
Run an AI mean and median audit on six fictional response times. Preserve the source, check both calculations and three claims, then save your review note.
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AI plan dependency audit: trace seven tasks before trusting a schedule
Use an AI plan dependency audit to trace seven fictional tasks, separate waits from a cycle and a missing reference, then save an evidence-backed review.
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Chatbot resolution audit: check a six-conversation cohort
Run a chatbot resolution audit on six fictional conversations. Separate bot, human, silent and reopened outcomes, verify two rates, then save your review.
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AI chart audit: check scales and percentage claims
Run an AI chart audit against a small source table. Check column baselines, percentage changes and percentage points, then save a clear review record.
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Gemini Notebook infographic: check a source-based PNG
Create a Gemini Notebook infographic from a fictional three-stage source. Check order, conditions and wording, then open the PNG and save your review note.
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