Context Window And MemoryContext Issue

Codex token limit increase boosts autonomous cybersecurity work time

April 5, 2026Ethan Mollick

Ethan Mollick reports that raising Codex token limits from 3 million to 10 million significantly increased independent work duration on cybersecurity tasks.

Real world example: raising token limits from 3M to 10M tripled the amount of work that Codex could do independently on cybersecurity tasks.
From 3.1 hours to 10.5 hours.
Ethan Mollick
token throughputcybersecuritycodextoken throughput

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