Three Years from GPT-3 to Gemini 3
- Source
- oneusefulthing.org
- Author
- Ethan Mollick
- Date

Context
A coding can turn a research request into a sequence of computer tasks. Ethan Mollick gave Gemini 3 in Antigravity access to his newsletter archive and asked for a website assessing his past predictions. He reports that it read the files, proposed a plan, researched the predictions, built the site and checked it in a browser. His account describes him editing the plan and reviewing the results.
The useful change was the combination of research and implementation under one assignment. Mollick communicated the objective in ordinary language while the agent used code to carry it out. His remaining corrections concerned choices and interpretations, showing why a visible plan and review points mattered to his sense of control.
- AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
“It felt much more like managing a teammate than prompting an AI through a chat interface.”
“Again, we have moved past hallucinations and errors to more subtle, and often human-like, concerns.”
“Three years ago, we were impressed that a machine could write a poem about otters. Less than 1,000 days later, I am debating statistical methodology with an agent that built its own research environment.”
“The era of the chatbot is turning into the era of the digital coworker.”
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