Report: Israel Used AI System ‘Lavender’ to Identify Palestinian Potential Targets

Israeli soldier during battles in Gaza (Israeli army website)
Israeli soldier during battles in Gaza (Israeli army website)
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Report: Israel Used AI System ‘Lavender’ to Identify Palestinian Potential Targets

Israeli soldier during battles in Gaza (Israeli army website)
Israeli soldier during battles in Gaza (Israeli army website)

Israel used an Artificial Intelligence-powered database that identified 37,000 potential targets based on their apparent links to Hamas, according to intelligence sources involved in the war.

According to a report published by the Guardian newspaper on Thursday, the intelligence sources claim that in addition to talking about their use of the AI system, called Lavender, the Israeli military officials permitted large numbers of Palestinian civilians to be killed, particularly during the early weeks and months of the conflict.

Israel’s use of powerful AI systems in its war on Hamas has entered uncharted territory for advanced warfare, raising a host of legal and moral questions, and transforming the relationship between military personnel and machines, the newspaper wrote.

“This is unparalleled, in my memory,” said one intelligence officer who used Lavender, adding that they had more faith in a “statistical mechanism” than a grieving soldier. “Everyone there, including me, lost people on October 7. The machine did it coldly. And that made it easier.”

The testimony from six intelligence officers, all who have been involved in using AI systems to identify Hamas and Palestinian Islamic Jihad (PIJ) targets in the war, was given to the journalist Yuval Abraham. Their accounts were shared exclusively with the Guardian in advance of publication.

All six said that Lavender had played a central role in the war, processing masses of data to rapidly identify potential “junior” operatives to target.

Four of the sources said that, at one stage early in the war, Lavender listed as many as 37,000 Palestinian men who had been linked by the AI system to Hamas or the Islamic Jihad.

Lavender was developed by the Israeli Army’s elite intelligence division, Unit 8200, which is comparable to the US’s National Security Agency.

Two sources said that during the early weeks of the war they were permitted to kill 15 or 20 civilians during airstrikes on low-ranking militants.

Attacks on such targets were typically carried out using unguided munitions known as “dumb bombs”, the sources said, destroying entire homes and killing all their occupants.

One intelligence officer said, “You don’t want to waste expensive bombs on unimportant people – it’s very expensive for the country and there’s a shortage [of those bombs].”

According to conflict experts, if Israel has been using dumb bombs to flatten the homes of thousands of Palestinians who were linked, with the assistance of AI, to militant groups in Gaza, that could help explain the shockingly high death toll in the war.

An Israeli army statement described Lavender as a database used “to cross-reference intelligence sources, in order to produce up-to-date layers of information on the military operatives of (terrorist) organisations. This is not a list of confirmed military operatives eligible to attack.”

The statement added, “the Israeli army does not use an artificial intelligence system that identifies (terrorist) operatives or tries to predict whether a person is a (terrorist). Information systems are merely tools for analysts in the target identification process.”

Multiple sources told the Guardian that Lavender created a database of tens of thousands of individuals who were marked as predominantly low-ranking members of Hamas’s military wing. They said this was used alongside another AI-based decision support system, called the Gospel.

The sources added: “There were times when a Hamas operative was defined more broadly, and then the machine started bringing us all kinds of civil defence personnel, police officers, on whom it would be a shame to waste bombs. They help the Hamas government, but they don’t really endanger soldiers.”

One source said, “We were not interested in killing [Hamas] operatives only when they were in a military building or engaged in a military activity. It’s much easier to bomb a family’s home. The system is built to look for them in these situations.”

During the first week of the conflict, another source said, permission was given to kill 15 non-combatants to take out junior militants in Gaza. However, he said, estimates of civilian casualties were imprecise, as it was not possible to know definitively how many people were in a building.

Another intelligence officer said that more recently in the conflict, the rate of permitted collateral damage was brought down again. But at one stage earlier in the war they were authorised to kill up to “20 uninvolved civilians” for a single operative, regardless of their rank, military importance, or age.



Numbers That Matter from the First 100 Days of Trump’s Second Term

US President Donald Trump looks on, on the day he welcomes the Super Bowl LIX winner, NFL champion Philadelphia Eagles on the South Lawn of the White House in Washington, DC, US, April 28, 2025. (Reuters)
US President Donald Trump looks on, on the day he welcomes the Super Bowl LIX winner, NFL champion Philadelphia Eagles on the South Lawn of the White House in Washington, DC, US, April 28, 2025. (Reuters)
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Numbers That Matter from the First 100 Days of Trump’s Second Term

US President Donald Trump looks on, on the day he welcomes the Super Bowl LIX winner, NFL champion Philadelphia Eagles on the South Lawn of the White House in Washington, DC, US, April 28, 2025. (Reuters)
US President Donald Trump looks on, on the day he welcomes the Super Bowl LIX winner, NFL champion Philadelphia Eagles on the South Lawn of the White House in Washington, DC, US, April 28, 2025. (Reuters)

President Donald Trump's first 100 days back in the White House have been a demolition job — and that's a point of pride for his administration.

For the Republican administration, the raw numbers on executive actions, deportations, reductions in the federal workforce, increased tariff rates and other issues point toward a renewed America. To Trump's critics, though, he's wielding his authority in ways that challenge the Constitution's separation of powers and pose the risk of triggering a recession.

From executive orders to deportations, some defining numbers from Trump’s first 100 days:

Roughly 140 executive orders In just 100 days, Trump has nearly matched the number of executive orders that his predecessor, Democrat Joe Biden, signed during the previous four years, 162. Trump, at roughly 140, is essentially moving at a pace not seen since Franklin Delano Roosevelt's presidency, when the Great Depression necessitated urgent action.

But the number alone fails to capture the unprecedented scope of Trump's actions. Without seeking congressional approval, Trump has used his orders and directives to impose hundreds of billions of dollars annually in new import taxes and reshape the federal bureaucracy by enabling mass layoffs.

John Woolley, a professor at the University of California, Santa Barbara and co-director of the American Presidency Project, sees "very aggressive assertions of presidential authority in all kinds of ways" that are far more audacious than anything done by former presidents. That includes Biden's student debt forgiveness program and Barack Obama's decision to allow residency for immigrants who arrived in the country illegally as children.

"None of those had the kind of arbitrary, forceful quality of Trump’s actions," Woolley said.

145% tariff rate on China Trump's tariff agenda has unnerved the global economy. He's gone after the two biggest US trade partners, Mexico and Canada, with tariffs of as much as 25% for fentanyl trafficking. He's put import taxes on autos, steel and aluminum. On his April 2 "Liberation Day," he slapped tariffs on dozens of countries that were so high that the financial markets panicked, causing him to pull back and set a 10% baseline tax on imports instead to allow 90 days of negotiations on trade deals.

But that pales in comparison to the 145% tariff he placed on China, which prompted China to fight back with a 125% tax on US goods. There are exemptions to the US tariffs for electronics. But inflationary pressures and recession fears are both rising as a trade war between the world's two largest economies could spiral out of control in dangerous ways.

The US president has said that China has been talking with his administration, but he's kept his description of the conversations vague. The Chinese government says no trade negotiations of any kind are underway. Trump is banking on the tariffs raising enough revenue for him to cut taxes, even as he simultaneously talks up the prospect of an agreement.

So far, despite the economic risks, the Trump team shows little desire to budge, even as the president claims a deal with China will eventually happen.

"I believe that it’s up to China to de-escalate because they sell five times more to us than we sell to them," Treasury Secretary Scott Bessent told CNBC on Monday.

More than 10,000 square miles of Crimea Trump said during his presidential campaign that he could quickly defuse the Russian-started war in Ukraine. But European allies and others say the US president's statements about how to end the war reflect a troubling affinity for Russian leader Vladimir Putin.

Trump's peace proposal says that Ukraine must recognize Russian authority over the more than 10,000 square miles (26,000 square kilometers) of the Crimean Peninsula. Ukrainian President Volodymr Zelenskyy rejected the idea out of hand: "There is nothing to talk about — it is our land, the land of the Ukrainian people."

Russia annexed the area in 2014 when Obama was president, and Trump says he's simply being realistic about its future.

The four meetings that Trump's envoy, Steve Witkoff, has had with Putin have yet to produce a trustworthy framework for the deal that Trump wants to deliver.

After recent Russian missile attacks on Ukrainian cities and towns, Trump posted on social media that perhaps Putin "doesn’t want to stop the war, he’s just tapping me along."

Over 2,000 more Palestinians in Gaza dead Trump was eager to take credit for an "epic ceasefire" agreement in the Israel-Hamas war in order to restart the release of hostages taken in Hamas' Oct. 7, 2023, attack. But the ceasefire ended in March, and more than 2,000 Palestinians have died since the temporary truce collapsed. Palestinian officials have put the total number of deaths above 52,200. Food, fuel and medicine have not entered the Gaza Strip for almost 60 days.

Trump said in February that he would remove the Palestinians from the Gaza Strip and relocate them elsewhere, suggesting that the United States could take over the area, level the destroyed buildings and construct a luxurious "Riviera of the Middle East."

Roughly 280,000 federal job losses The Department of Government Efficiency, led by tech billionaire and adviser Elon Musk, is dramatically shrinking the government workforce. Across all agencies, there have been about 60,000 firings, including at the IRS, which might make it harder to collect taxes and reduce the budget deficit. Another 75,000 federal workers accepted administration buyout offers. And the Trump administration has floated at least another 145,000 job cuts.

Those estimated job losses don't include the possible layoffs and hiring freezes at nonprofits, government contractors and universities that had their federal funding frozen by the Trump administration.

The federal government had about 3 million federal employees, including at the US Postal Service, when Trump became president, according to the Labor Department.

139,000 deportations The Trump administration says it has deported 139,000 people who were in the United States without proper legal authority. Trump’s first months also have produced a sharp drop in crossings at the Southwest border, with Border Patrol tracking 7,181 encounters in March, down from 137,473 the same month last year.

Deportations have occasionally lagged behind Biden’s numbers, but Trump officials reject the comparison as not "apples to apples" because fewer people are crossing the border now.

The administration maintains that it's getting rid of violent and dangerous criminals. But many migrants who assert their innocence have been deported without due process.

In April, the Supreme Court directed the Trump administration to "facilitate" the return to the US of Kilmar Abrego Garcia, an El Salvador citizen who was deported to his home country. Abrego Garcia had been living in Maryland and had an immigration court order preventing his deportation to his native country over fears he would face persecution from local gangs. So far, Abrego Garcia remains held in a Salvadoran prison.

Trump said last week that he won the presidential election on the promise of deportations and that the courts are interfering with his efforts.

"We’re getting them out, and a judge can say, ‘No, you have to have a trial,’" Trump said. "The trial's going to take two years, and now we’re going to have a very dangerous country if we’re not allowed to do what we’re entitled to do."