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Fact-Checking AI-Generated Statistics

For any specific statistic AI provides ("73% of people..."), first ask for the precise source, then verify it directly before use.

8 min Intermediate

Goal

Prevent publishing precisely formatted but fabricated or distorted numbers from real studies, especially in professional presentations or posts.

Steps

1

When AI states a specific statistic, immediately ask: "what's the exact source of this number? Study name, institution, year".

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Expected Outcome

Immediate

You sometimes discover a precisely formatted number ("73.2%") has no real source at all.

Evidence base

School: AI Verification / Data Journalism Standards

Founders: Anthropic Research Team · Data Journalism Handbook (2023)

The "Data Journalism Handbook" recommends verifying every number's source before publishing as a fixed professional standard, and Anthropic's hallucination research shows specific numbers (especially decimal figures) are the highest-risk fabrication category.

Frequently asked questions

How long does "Fact-Checking AI-Generated Statistics" take?

This exercise takes about 8 minutes, practiced solo in a Behavioral format.

When will I notice the effect of "Fact-Checking AI-Generated Statistics"?

You sometimes discover a precisely formatted number ("73.2%") has no real source at all. In the short term: You avoid publishing a false statistic in a work presentation later discovered and damaging your professional credibility.

Is "Fact-Checking AI-Generated Statistics" evidence-based?

Yes — it draws on AI Verification / Data Journalism Standards (Anthropic Research Team, Data Journalism Handbook (2023)). The "Data Journalism Handbook" recommends verifying every number's source before publishing as a fixed professional standard, and Anthropic's hallucination research shows specific numbers (especially decimal figures) are the highest-risk fabrication category.

Is "Fact-Checking AI-Generated Statistics" suitable for beginners?

Its difficulty level is: Intermediate. No external tools required — it can be practiced directly inside the app.

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