CollectivIQ, a Boston-based startup spun out of hospitality procurement company Buyers Edge Platform, aims to reduce AI hallucinations and improve answer accuracy by querying multiple LLMs simultaneously — including ChatGPT, Gemini, Claude, and Grok — and fusing their overlapping responses. Founded by John Davie after

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