📎 A superintelligence is a hypothetical agent that possesses intelligence surpassing that of the brightest and most gifted human minds. "Superintelligence" may also refer to a property of advanced problem-solving systems that excel in specific areas (e.g., superintelligent language translators or engineering assistants). Nevertheless, a general-purpose superintelligence remains hypothetical, and its creation may or may not be triggered by an intelligence explosion or a technological singularity. [1]
After the large model research explosion in the first half of 2025, we now possess numerous Large Reasoning Models (LRM) capable of solving various complex problems. These models have learned to reflect and communicate in anthropomorphic tones through large-scale reinforcement learning training [2] . Additionally, more powerful large model-based agents exhibiting enhanced capabilities in both planning and tool utilization have emerged, such... (read 3715 more words →)