PLATFORMS◐ DEVELOPINGI · Intelligence▽ Strained
Secure training rises, but AI-authored code still leaks vulnerabilities
Sep 2, 2026SOURCE: forbes.com
SO WHAT
In the thousand-day window, the training gap shifts from writing to steering; the old system keeps shipping mistakes while the new one demands instruction-grade judgment.
Organizations are standardizing developer security education, yet insecure code keeps appearing. The signal suggests the inversion: direction skills, not just coding, are the missing capability.
This is Negative Resistance’s reframed reading of a reported signal. The headline and analysis above are our interpretation through the thousand-day-window lens. The original reporting lives at the source linked above.