Ethan Mollick: GPT-4 could work solo for 4 minutes; today's models run for weeks

eldonredwards · x · 2026-11-02

Ethan Mollick cites the 50%-success task-length horizon metric: GPT-4 could handle 4 minutes of independent work, while current models can work autonomously for multiple weeks. He argues January 2026 is a reasonable cut-off for when agentic work began — large productivity gains before that will mostly be confined to coding, and the chatbot era was never going to deliver a big productivity boost. Quoted poster Alex Olegimas agrees analyses should set the line at Jan 2026.

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