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LLMs struggle with Office automation, scoring only 36.6% on a standardized proficiency exam, revealing a critical gap in their capabilities.
Achieving up to 7.6x faster decoding and 17.1x greater throughput, CLSA redefines efficiency in long-context LLMs without compromising accuracy.