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Graph showing a 33% drop in LLM accuracy as conversational turns increase, illustrating the 'context deficit' problem.

LLM Context Deficit: Why 95% of Enterprise AI Pilots Fail

By Nick Allyn5 min read

A comprehensive analysis of frontier large language models has identified a measurable performance flaw that sheds light on the widespread failure of enterprise AI initiatives. The research documents that even the most advanced models suffer an accuracy degradation of up to 33%...

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