Three Years from GPT-3 to Gemini 3

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Ethan Mollick
oneusefulthing.org Saved Monday, November 24, 2025 Readwise
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Quick Take

Mollick demonstrates how AI has evolved from writing simple text to building interactive games, conducting research, and managing complex coding projects through natural language. For a fullstack engineer building AI-powered workflows and automation tools, this represents a significant shift toward AI as a coding partner rather than just a text generator.

Relevant Domains

AI/agents/future of software work ⭐ (Primary) Engineering craft/architecture/productivity ⭐ (Primary) Side projects/automation/earning from skills ⭐ (Primary) Personal finance/risk/long-term planning (Secondary - career implications)

Key Quotes

Human in the loop is evolving from 'human who fixes AI mistakes' to 'human who directs AI work'
Everything you do on a computer is, ultimately, code

Tags

#ai-agents #coding-productivity #gemini-3 #developer-workflow #automation #side-projects #fintech-ai