Detecting AI Hallucinations Autonomously

Automatically flagging AI hallucinations involves using fact-checking models, triangulating outputs with trusted knowledge bases, and discovering low-confidence or contradictory statements. Techniques include embedding similarity checks, source attribution, and uncertainty scoring. Alerts trigger when content lacks verifiable evidence, helping ensure AI-generated text remains accurate and trustworthy.

Read the full Blog here: https://ramamtech.com/blog/how....-to-automatically-fl