Public preview
Sensitive Data Redaction Before Prompting
Before pasting anything in AI: redact names, numbers, emails, financial data.
Goal
Protect your & others' data from leaking to AI companies or training data.
Steps
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1
Before pasting any text: find-replace: person names (→ Person A), phone numbers, emails.
Expected Outcome
Immediate
Immediate protection from any traceable data leak.
Evidence base
School: Data Privacy / AI Ethics
Founders: GDPR · Samsung leak case 2023 · Anthropic Privacy (2023)
Samsung 2023 case: engineers pasted secret code in ChatGPT, leaked to training. Led to company ban. GDPR Article 5 mandates data minimization.
Keywords
Frequently asked questions
How long does "Sensitive Data Redaction Before Prompting" take?
This exercise takes about 8 minutes, practiced solo in a Behavioral format.
When will I notice the effect of "Sensitive Data Redaction Before Prompting"?
Immediate protection from any traceable data leak. In the short term: Avoid employee scandals "I put company secret in ChatGPT".
Is "Sensitive Data Redaction Before Prompting" evidence-based?
Yes — it draws on Data Privacy / AI Ethics (GDPR, Samsung leak case 2023, Anthropic Privacy (2023)). Samsung 2023 case: engineers pasted secret code in ChatGPT, leaked to training. Led to company ban. GDPR Article 5 mandates data minimization.
Is "Sensitive Data Redaction Before Prompting" suitable for beginners?
Its difficulty level is: Intermediate. No external tools required — it can be practiced directly inside the app.
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