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LLMs exhibit "Thinking Inertia," stubbornly continuing to show explicit reasoning even when explicitly instructed not to, particularly in open-ended tasks.
Current multimodal agents are nowhere near human-level gaming, even when given precise semantic actions, revealing critical gaps in real-time interaction and context handling.
