Latest Articles
These 21 original articles form the LuckyToKnow AI launch evidence library: a deliberately bounded first collection of controlled tests, synthetic datasets, public-source analyses, workflows, and safeguard frameworks. New work will follow at roughly two or three manually reviewed articles per week; nothing is published automatically.
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A Safer AI-Assisted Investment Research Checklist
A 24-control research process keeps AI in evidence collection and out of personal buy/sell decisions.
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Using AI to Compare Loan Terms Without Asking It to Choose for You
Four synthetic offers show how fees, timing, APR, and assumptions can change a ranking.
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How Banks Use AI for Fraud Detection—and Why False Positives Matter
A simplified detection workflow explains scores, thresholds, review, customer friction, and model governance.
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Can AI Help With Account Reconciliation? A Controlled Workflow Test
Fifty synthetic ledger and bank items test exact matches, suggested matches, and exceptions without exposing real accounts.
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I Tested AI as a Pitch-Deck Critic: Useful Feedback, Bad Advice, and a Better Prompt
A fictional ten-slide deck and fixed rubric separate useful clarity feedback from generic or unsafe advice.
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AI Customer-Interview Analysis: A Reproducible Small-Startup Workflow
Twelve synthetic interviews show which themes survive prompt changes and which need cautious labeling.
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Can AI Explain Mortgage Terms Correctly? A 25-Term Accuracy Test
Twenty-five definitions checked against CFPB materials expose one material APR error and three incomplete answers.
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What the Evidence Says About AI and Jobs in Accounting and Finance
A primary-source evidence map separates task exposure, measured productivity, employment projections, and uncertain inference.
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Can AI Explain Inflation Data Without Distorting It?
A 12-question test checks indexes, percentage changes, base effects, uncertainty, and the difference between slower inflation and lower prices.
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A Practical AI Use Policy for a Small Business
An editable 28-clause policy template covers data, approval, vendors, incidents, and prohibited uses.