According to officials involved in the internal probe, U.S.
personnel deferred to the software’s recommendations despite the existence of satellite imagery and analyst notes showing the location had functioned openly as a school for nearly a decade.
The disaster highlights the risks of compressed "kill chains"—the multi-stage process used to identify and authorize military targets—within modern AI infrastructure.
Under orders for an overwhelming aerial assault, Centcom personnel reportedly used Maven to condense target vetting from hours into minutes.
This speed, combined with a 90% reduction in civilian-protection staff and the use of seven-year-old intelligence, prevented the identification of the school as a non-combatant site.
United Nations investigators have stated these failures may amount to war crimes, noting that the U.S.
failed its obligation to verify the target.
While Palantir stated its software is not responsible for the quality of underlying intelligence, the company has since integrated new "re-review" capabilities into Maven to flag data inconsistencies that human analysts might miss.
The incident has prompted intense scrutiny from U.S.
lawmakers regarding the Pentagon's rapid adoption of AI-driven command and control systems and the dismantling of civilian harm mitigation units.
As the military continues to integrate these technologies into its capital expenditure and operational doctrine, the Minab strike remains the deadliest American targeting error involving children this century.