The same software systems that allow militaries to generate hundreds of targets per day have exposed a dangerous vulnerability: the information underpinning those targets can become outdated long before anyone checks. Israel's experience in Gaza and a catastrophic strike on a school in Iran have made the cost of this gap painfully visible.

As "Hvylya" reports, citing The Economist, Israeli analysts who reviewed strikes that killed civilians in Gaza repeatedly found the same pattern. "When civilians were killed in strikes, we would go back and check our information," one analyst said. "Often it was because Hamas had used that building in the past but moved on and families had moved in."

The Israel Defense Forces periodically "revalidated" targets in their database, but not frequently enough to prevent such incidents from recurring. As the volume of AI-generated targets grew, the gap between the data on file and conditions on the ground widened.

The same dynamic appears to have played out in Iran. On February 28, a girls' school in Minab was struck by what was likely an American Tomahawk cruise missile, killing 175 people - most of them children. The New York Times reported that the Pentagon determined the strike was a targeting error. An official told the newspaper the site had previously been part of a nearby naval base - a detail that was apparently no longer current when the strike was approved. The incident raises broader questions about whether air campaigns alone can achieve strategic objectives without unacceptable costs.

As targeting systems compress the cycle from intelligence to strike into ever shorter windows, the pressure to verify each target intensifies. Yet the human capacity to perform that verification is moving in the opposite direction. Pete Hegseth, America's secretary of war, has slashed the Pentagon's civilian-harm staff by 90%. "The more we do on the planning side," one official said, "the less we have to worry about Minabs." Analysts who have examined how four years of joint preparation fed into the current campaign warn the revalidation gap may only widen.

Also read: Ferguson and Haass Agree the Islamic Republic Must Fall - Then Explain Why the War Backfires.