Reading up on Matt Shumer

AI will not cause mass job loss for ordinary people because human bottlenecks and comparative advantage ensure complementarity, and the transition will be gradual.

Gemini 3 excels at creative writing and complex reasoning over GPT-5.1, delivering high-quality output with speed and a direct, non-verbose personality.