Exploring how LLMs acquired human-like conceptual architectures, the remaining gaps to autonomy, and the future of machine cognition being architected today.

If current progress continues, it’s plausible that many of the capabilities required to unlock AGI’s full potential could begin to emerge around the 2027 timeframe, though the exact timeline remains highly dependent on advances in reasoning, autonomy, and alignment.