Is AGI coming before 2030?

Current systems still lack the reliable autonomy, grounding, and general reasoning needed for AGI by 2030.

Current LLMs still lack reliable reasoning, continual learning, and real-world grounding, and four years is too little to close that gap.

Rapid acceleration in hardware capability and algorithmic efficiency makes human-level AI highly likely by 2030.

Today's AI still lacks reliable autonomy, grounding, and general reasoning, and four years is too short to close that gap.