An anti-hallucination layer for Claude Code
AI hallucination has two sides: what the model knows, and what the model can check. Knowledge is...
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AI hallucination has two sides: what the model knows, and what the model can check. Knowledge is...
RAG retrieval problems didn

Cross-model consensus reduces AI hallucination by requiring several independent models to agree before a high-risk action proceeds, since they rarely invent the same falsehood. In a SIOS each vote and
Video startup MeetingTV is suing Palo Alto Networks and its Koi Security unit, alleging an AI-assisted threat report fabricated a link between the company and a Chinese espionage campaign, though no court filing yet proves AI caused the error.

AI products have reached a point where generating impressive outputs is no longer enough. Users are...
Imagine that you are chatting with an AI assistant, and suddenly it starts to talk about a story about “flying cats ruling the world”. You are confused and think: “Is this AI on drugs?” Don’t worry, this is not a science fiction movie, but AI’s “Hallucination” — a phenomenon that deviates from facts or logic when generating content.