DeepRails

What it does

DeepRails is the most accurate developer tool to identify and fix AI hallucinations in real-time. Built for teams that demand reliable AI, it leverages mathematically proven methods like Partitioned Reasoning and Dual-Model Consensus. Our Defend API automatically detects and corrects quality issues, ensuring your AI outputs are trustworthy and safe.

DeepRails is a founder-led AI development agency and anti-hallucination platform. Every engagement is tied to a written ROI target — miss the target, you don

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  Hi all! This morning, we released a new Apache 2.0 licensed model on HuggingFace for detecting hallucinations in retrieval augmented generation (RAG) systems. What we've found is that even when given a "simple" instruction like "summarize the following news article," every LLM that's available hallucinates to some extent, making up details that never existed in the source article -- and some of them quite a bit. As a RAG provider and proponents of ethical AI, we want to see LLMs get better at this. We've published an open source model, a blog more thoroughly describing our methodology (and…

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