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Beyond RAGs: Building Actually Truthful AI Harnesses

Towards Data Science Ari Joury, PhD September 24, 2026
Beyond RAGs: Building Actually Truthful AI Harnesses
AI Summary— plain English for professionals

# What It Means for Your Business Current AI systems that retrieve information from documents often just repeat what they find without actually verifying it's correct—like citing a source without checking if the source is trustworthy. This article argues we need better AI that doesn't just grab relevant information, but actually proves its claims are true before presenting them to you.

Retrieval is not evidence. How to build AI that proves its own claims. The post Beyond RAGs: Building Actually Truthful AI Harnesses appeared first on Towards Data Science.

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