Thinking Machine

The field of "thinking machines," or Artificial General Intelligence (AGI), aims to create computer systems exhibiting human-like learning, reasoning, and problem-solving capabilities, surpassing the limitations of current narrow AI. Research focuses on understanding and replicating crucial cognitive skills such as hypothetic-deductive reasoning and incorporating a sense of "self" into AI architectures, moving beyond purely statistical approaches. Achieving AGI holds significant implications for various scientific disciplines and practical applications, but current limitations in areas like causal reasoning and robust natural language understanding highlight the substantial challenges remaining.

Papers