When an AI document says “ignore the task”: check its authority
Recognize instructions embedded in documents, emails and pages, keep reading tasks narrow and verify source context before treating an external action as authorized.
KitNelo Blog
AI basics & verification · AI applications
Understand AI outputs, define a task and compare generated content with its sources. AI basics, prompts, verification and practical workflows for everyday users. Learn through examples and check errors and information boundaries.
Latest articles
AI table extraction: keep missing values separate from zero
Preserve zero, dashes, blanks and source locations when extracting tables with AI. Use a four-row fixture to check fields and meaning before a neat output changes the original record.
Fluent but wrong AI translation? Check numbers, negation and conditions
Review an AI translation against numbered source sentences. Use an original notice to check inclusive limits, strict size bounds, prohibitions and exceptions, with a glossary and an unresolved-question list.
Check AI-Generated Excel Formulas With Four Sample Rows
Specify columns and calculation rules for Claude or another AI assistant, then compare a formula with independent sample totals. Check conditions, ranges and new rows before real use.
Summarize study notes with AI: write a prompt and verify the result
Prepare notes, restrict the source material and verify each AI summary claim, number and reference. Includes an adaptable prompt, a checking example and privacy preparation steps.
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