AI & Technology
How do you check an AI summary for missing information?
Check what an AI summary says and what it leaves out, using a completed fictional briefing, an omission map and a corrected staff update.
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Evidence, methods and questions across four connected fields.
24 articles · Page 1 of 2
AI & Technology
Can 95% AI accuracy still miss important requests?
A worked 200-request example shows why high AI accuracy can hide missed exceptions, and how precision, recall and review capacity change the decision.
AI & Technology
An AI incident record should separate evidence from explanation
A completed AI incident response record that separates observed evidence from hypotheses, calculates two exposure denominators and defines containment and recovery checks.
AI & Technology
The AI demo ends before the contract risk does
Move beyond the AI demo with buyer requirements, data-use boundaries and acceptance evidence. Australian guidance and model-clause scope explained.
AI & Technology
A human shortlist can still hide automated rejection
UK hiring teams can review a shortlist while leaving rejected applicants without meaningful consideration. Examine each outcome and its evidence before describing the tool as decision support.
AI & Technology
An AI pilot is already a privacy decision
Assess a New Zealand AI pilot before personal information enters it. Map data flows, current IPP3A duties, evidence gaps and conditions for approval.
AI & Technology
An AI governance decision log in practice
A fictional US customer-support pilot shows how one AI decision record can connect scope, evidence, conditions and an accountable approver.
AI & Technology
Agentic AI needs a stopping rule before it needs more autonomy
An AI agent can turn a bad assumption into a sequence of actions. Singapore’s framework points organisations toward bounded powers, accountable humans, technical controls and end-user responsibility.
AI & Technology
An invoice total can look right and still be the wrong number
Keep original invoice evidence, validate extracted amounts and currencies, and route uncertain fields to review before downstream AI or payment use.
AI & Technology
Synthetic data still needs a privacy argument
Synthetic does not automatically mean anonymous. Define the use, source permissions, disclosure testing and release limits before sharing generated datasets.
AI & Technology
“We use AI” leaves the important privacy questions unanswered
Explain what an AI service does with personal information. Match purposes, sharing, retention and human review statements to the actual Canadian service workflow.
AI & Technology
AI-written alt text can sound fluent and still miss the point
The same image can need different alternative text depending on what it does on the page. Review the purpose before accepting generated wording.