Technology

← Back to Blog

Search

Search

Authors

Authors

The Goblin in the Machine: What OpenAI’s “No-Pigeon Rule” Teaches Lawyers About AI Hallucinations

OpenAI’s “goblin incident” exposes how training incentives can produce persistent, unintended AI behavior across LLMs. The same root causes drive hallucination, and legal professionals need concrete verification steps before relying on AI output in legal...

From Training to Execution: Embedded Safeguards for Responsible AI Use in Legal Practice

AI is already transforming legal practice, but training alone isn’t enough. This article explores how embedded safeguards—built directly into workflows—help lawyers and judges apply their knowledge reliably under pressure, reducing risk and reinforcing professional responsibility...