Tag Archives: pretraining

How to judge (and minimise) the risk of using sensitive information with an AI chatbot

What are the risks of information you put into an AI chat becoming public? Evaluating those risks is slightly different to other information security challenges because of the way large language models work, so here’s a guide to assessing and managing information security with AI.


4 security questions for genAI

Uniqueness
How much does the LLM already know about this?

Sensitivity
How bad would disclosure be?

Exposure
Who or what could access it besides the model?

Alternatives
Are there safer ways to complete the task?

Paul Bradshaw 2026 | Icons generated by Google Gemini
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