Module 02 · 20 minutes
Security and Misuse
Limit data collection, check consent, respect intellectual property, and prevent misuse.
Written and edited by Cahyanto Arie Wibowo. Last reviewed · version 1.2.
When is the idea of “Security and Misuse” most useful?
AI Ethics places Security and Misuse inside a realistic situation and follows the consequences of the choice. Separate facts from assumptions before applying Security and Misuse. This keeps a sophisticated label from covering up a poorly understood problem. Use the lesson to decide when Security and Misuse is useful and when a simpler approach is enough.
After this lesson
- AI Ethics places Security and Misuse inside a realistic situation and follows the consequences of the choice.
- Use the idea of “Security and Misuse” to interpret one realistic situation.
- Explain the limits of the concept and the information that still needs to be checked.
Start with the situation
Understand the situation first. The label can come later.
Data available online is not automatically permitted for every purpose. This lesson uses the idea of “Security and Misuse” to examine that situation without treating a single term as the answer to every problem.
AI Ethics places Security and Misuse inside a realistic situation and follows the consequences of the choice. Limit data collection, check consent, respect intellectual property, and prevent misuse. Connect the term to a decision someone genuinely needs to make.
Visual model
Map the parts before choosing what to do.
Read the diagram as a map of Security and Misuse: begin with the context, follow the connections, and inspect the highlighted point before making a decision.
Let’s see how it works
Reading the situation in practice
Separate facts from assumptions before applying Security and Misuse. This keeps a sophisticated label from covering up a poorly understood problem. Begin with what can be observed, then separate facts, assumptions, and open questions.
Data available online is not automatically permitted for every purpose. Identify the part of the situation most closely connected to the idea of “Security and Misuse”. Use the case as a thinking tool, not as proof that one solution fits every context.
Working definition
What it means, and when to be careful with it.
AI Ethics places Security and Misuse inside a realistic situation and follows the consequences of the choice. Limit data collection, check consent, respect intellectual property, and prevent misuse. Connect the term to a decision someone genuinely needs to make.
- Security and Misuse
- AI Ethics places Security and Misuse inside a realistic situation and follows the consequences of the choice. Separate facts from assumptions before applying Security and Misuse. This keeps a sophisticated label from covering up a poorly understood problem. Use the lesson to decide when Security and Misuse is useful and when a simpler approach is enough.
- Boundary to check
- Publicly accessible does not mean free to use without limits. This mistake often appears when a label is used before the problem is understood. Write down your assumptions so another person can review them.
Pause for a moment
What evidence could change this decision?
Answer before opening the discussion. Name one fact and one assumption.
Open the discussion
AI Ethics places Security and Misuse inside a realistic situation and follows the consequences of the choice. Separate facts from assumptions before applying Security and Misuse. This keeps a sophisticated label from covering up a poorly understood problem. Use the lesson to decide when Security and Misuse is useful and when a simpler approach is enough.
Try it on your work
Try it with one small piece of real work.
- Choose one real situation related to Security and Misuse.
- Separate what you can observe from what you are assuming.
- Write one decision, its owner, and the evidence needed to review it.
- Name the signal that would make you stop or change direction.
Make one small decision with the idea of “Security and Misuse”. Record your reasoning, the limits, and the signal that would make you change course. The larger module activity is: Review security threats and people's rights in one case. Keep the first version small enough for another person to review in a few minutes.
A tempting shortcut
A familiar term can still lead us to the wrong decision.
Why this can seem reasonable
Publicly accessible does not mean free to use without limits. This mistake often appears when a label is used before the problem is understood. Write down your assumptions so another person can review them.
How to check it
Separate facts from assumptions before applying Security and Misuse. This keeps a sophisticated label from covering up a poorly understood problem. Begin with what can be observed, then separate facts, assumptions, and open questions.
Quick practice
Make one small decision with the idea of “Security and Misuse”. Record your reasoning, the limits, and the signal that would make you change course. The larger module activity is: Review security threats and people's rights in one case.
Summary
- AI Ethics places Security and Misuse inside a realistic situation and follows the consequences of the choice.
- Use examples and evidence to test your understanding.
- Record the limits, risks, and conditions that should trigger another review.
Continue from here
- Consent and Intellectual Property: Continue the idea from Privacy, Security, and Rights with a closely related example.
- Sequencing: Connect this lesson to Leadership and test the idea in another context.
- Complementary Skills: See how the same decision changes when viewed through Future of Work.
Sources and further reading
- A guide to data protection: data minimisation: UK Information Commissioner’s Office · official-guidance. Primary reference for the definition, evidence, or limits discussed in “Security and Misuse”.
- OWASP Top 10 for Large Language Model Applications: OWASP Foundation · industry-standard. Further evidence and context for checking the explanation in “Security and Misuse”.
- Recommendation on the Ethics of Artificial Intelligence: UNESCO · official-recommendation. Further evidence and context for checking the explanation in “Security and Misuse”.