Public preview

Sensitive Data Redaction Before Prompting

“Sensitive Data Redaction Before Prompting” is a short 8-minute practice from Zayenha Practice in the Digital & AI domain. Before pasting anything in AI: redact names, numbers, emails, financial data. You can read its goal and first step for free; the full practice with every step and the interactive part comes with Plus.

Before pasting anything in AI: redact names, numbers, emails, financial data.

8 min Intermediate

Goal

Protect your & others' data from leaking to AI companies or training data.

Steps

1

Before pasting any text: find-replace: person names (→ Person A), phone numbers, emails.

4 more steps locked

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.

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 platform.

Subscribe for full access

Subscribe to Plus for full access to this practice and the whole catalogue, or try first — free, no sign-in, no commitment.

Interactive practice locked · 4 more steps locked

7 complete practices (one per domain) are free forever, no sign-in.