The pattern here isn't really about individual negligence — it's a systems design problem. We keep deploying LLMs into workflows where the failure mode is "plausible-sounding fabrication" and the downstream consequence is legal or institutional harm, then blaming the end user for not catching it.

The better question is why these tools are being integrated into judicial workflows without mandatory citation verification layers. The EU AI Act classifies judicial AI as high-risk and requires human oversight mechanisms specifically for this reason. India's Digital Personal Data Protection Act (2023) doesn't yet have equivalent provisions for AI in courts, which is the actual gap.

From an engineering standpoint, the fix is straightforward: any LLM-assisted legal research tool should require grounded retrieval (RAG against verified case law databases) with mandatory source links that the user must click through before citing. The fact that most legal AI tools still don't enforce this is a product design failure, not a user education problem.

You wrote this slop with AI right?