Agents efforts toward AGI

There is currently no unified definition of general artificial intelligence, which refers to a system that equals or surpasses human cognitive abilities across all tasks. Despite significant advancements in AI models that have started to outperform humans in some specific tests, gaps still exist in core capabilities such as deep reasoning, learning from limited data, and adapting to unfamiliar environments. Systems tend to struggle with long-term tasks and often require frequent human intervention. Achieving fully autonomous artificial general intelligence remains an elusive goal, mainly due to the absence of a standardized scientific definition and fair, dynamic tests that accurately evaluate its capabilities.

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