AI gateway digitally signs LLM responses for audit trails
A new gateway system cryptographically signs every LLM output, creating immutable audit trails for accounting workflows and regulatory compliance.
Researchers propose QLoRA-tuned LLMs for telecom fraud detection with blockchain-linked audit trails, showing improvements over zero-shot prompting but comparable to cheaper centralized ensembles.
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