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Current LLMs struggle with structured reasoning, often resembling unguided search algorithms rather than efficient problem solvers, as revealed by TsuGO's rigorous benchmarking.
MemDreamer narrows the performance gap with human experts in long video understanding to just 3.7 points while processing only 2% of the full context.
