TECH NEWS
When an AI Cannot Tell a Leak from a Hallucination: A Multi-Model Guardrail Case Study
A firsthand look at what happens when real account memory, simulated tools, security-shaped hallucinations, and unreliable provenance all meet in the same AI application. A shorter, screenshot-free version of this research was previously published by SecurityBrief. This is the longer technical case study: the prompts, the model disagreements, the screenshots,