IT Brief New Zealand·3 min read·medium
When AI memory, simulation and provenance collide
A
Arjun
✦AI Summary
A security researcher tested how AI models handle system instructions and account memory, finding that models can sometimes hallucinate or reveal internal-looking operational data. The test highlighted concerns regarding the provenance of AI-generated information when multiple data sources are integrated.
I began this test with a narrow question: when a multi-model AI application uses system instructions, account memory and tool-like features in the same workflow, can a user still tell where a security-sensitive answer came from?
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