AISC-02
Standard
Weight: 5

User Data Training & Model Influence

Plain English Explanation

This question asks whether the information your customers provide gets incorporated into your AI's learning process. Imagine your AI as a student - does it learn and change based on what customers tell it, or does it remain unchanged? If customer data does influence your AI model, it means one customer's information could potentially affect how the AI behaves for other customers.

Business Impact

Using customer data to train AI models creates massive privacy and competitive risks - imagine if one customer's proprietary information influenced responses for their competitors. This practice can violate data protection laws, breach customer contracts, and destroy trust instantly. Clear policies here determine whether enterprise customers will even consider your product, as data leakage between customers is often a deal-breaker.

Common Pitfalls

Companies often claim customer data doesn't influence their models but forget about fine-tuning, feedback loops, or improvement processes that actually do use customer data. Another pitfall is not distinguishing between using data for the current session versus permanent model training - both require different disclosures and controls.

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Question Information

Category
AI Supply Chain
Question ID
AISC-02
Version
4.1.0
Importance
Standard
Weight
5/10

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