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AI invents stats with confidence — here's where to find numbers you can actually cite.
ChatGPT will invent the statistic '78% of teens...' on demand. Real stats live on government and research-org sites — and they're free.
Pick any teen-related statistic ChatGPT tells you. Find that exact number on Pew or CDC. If you can't, throw it out.
AI generates statistics that sound authoritative ('73% of teens...') but often the source doesn't exist or the percent is invented. Real stats trace back to a survey, study, or government source — Pew, BLS, CDC, census.gov. If you can't trace the number, don't use it.
Ask AI for a statistic about screen time and teens. Now ask for the source URL. Open the URL. About 50% of the time it's broken or doesn't say what AI claimed.
Stats class scares people away from real analysis, but you only need 4 ideas — mean, median, outliers, and confidence intervals — to write a defensible result. AI tutors you through them in 20 minutes.
Paste your survey data into Claude. Ask it to compute mean, median, and flag outliers. Write one sentence about what it found.
15 questions · take it digitally for instant feedback at tendril.neural-forge.io/learn/quiz/end-builders-research-AI-and-finding-statistics-with-receipts
Why is it risky to use a statistic that an AI chatbot provides without verification?
Which website was described in the lesson as 'the gold standard for social statistics'?
You see a statistic in a news article that says '50% of teens are anxious.' What does the lesson recommend you do before using this statistic?
Which type of organization is most likely to publish raw data tables that can be cited in research?
What did the lesson specifically warn against doing with statistics from AI?
A friend shows you an AI-generated report claiming '85% of schools have uniforms.' Where should you look to check if this is true?
Why might news articles sometimes give inaccurate impressions of statistics?
What makes data.gov a useful resource for finding statistics?
If an AI tells you a surprising statistic about teenagers, what should you do before including it in a school project?
The lesson emphasizes that real statistics come from specific types of organizations. Which organization was mentioned as a reliable source?
What is wrong with citing a news article about a study rather than the original study itself?
Why does the lesson say you should 'throw out' a statistic if you can't find it on the original source?
Which federal agencies were mentioned as places to find raw data tables?
What distinguishes a reliable statistic from one that should be questioned?
The lesson compares AI's behavior with statistics to a problem. What is that problem?