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Israeli-deployed AI in Gaza likely helps IDF reduce civilian casualties, expert says

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Israeli-deployed AI in Gaza likely helps IDF reduce civilian casualties, expert says

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After loudly touting the use of artificial intelligence (AI) during their 11-day conflict against Hamas in 2021, the Israel Defense Forces (IDF) have been fairly tight-lipped about the AI systems they’ve employed in the post-Oct. 7 Gaza battlespace. 

Numerous media outlets have speculated that Israel’s AI platforms are being used recklessly, but Blaise Misztal, Vice President for Policy at the Jewish Institute for National Security of America (JINSA), told Fox News Digital that he believes Israel is using AI-powered drone swarms, mapping drones and targeting systems as a means to minimize civilian casualties as they seek out Hamas terrorists hiding among the populace or holed up in tunnel systems laced beneath civilian architecture.

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Misztal says that available evidence implies drones are a “near constant companion for ground troops as they’re maneuvering through Gaza,” with the IDF telling JINSA researchers that “each unit has its own mini-Air Force” supporting troop movements. 

A number of AI-powered drones may be mapping the underground tunnels built below Gaza, or protecting those who are traversing them as they seek out terrorists or hostages. Iris, a ground-based, throwable unit manufactured by Elbit Systems “can enter small and confined spaces, above or underground, to explore hazardous areas while relaying intelligence and reconnaissance information in real-time.” 

ISRAEL’S ADVANCED MILITARY TECHNOLOGY ON FULL DISPLAY DURING IRAN’S ATTACK

An Israeli army soldier launches a drone from a field in southern Israel along the border with the Gaza Strip on Jan. 24. (Jack Guez/AFP via Getty Images)

Ghost Robotics manufactures the Vision-60, a ground drone that it says can “continuously push the limits to improve its ability to walk, run, crawl, climb, and eventually swim in complex environments” to “keep our warfighters, workers, and K9s out of harm’s way.” 

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Xtend UAV systems are also deployed in the Gaza theater after initially being developed to target Hamas’ incendiary balloons attempting to enter Israeli airspace. Xtend’s Griffon Counter UAV can be used to find and kill rogue drones, an important task as Iran and its proxies have deployed or trained to deploy drones against Israel. 

ISRAEL’S ADVANCED MILITARY TECHNOLOGY ON FULL DISPLAY DURING IRAN’S ATTACK

The capability to “be deployed in parallel” may be a reference to the utilization of drone swarms, groups of drones which communicate with one another to carry out a directive using AI rather than human operators. Drone swarms were used in 30 sorties during Israel’s 2021 war, the Times of Israel reported. They helped Israel identify rocket launch sites used by Hamas. 

The main AI-empowered devices helping Israel avoid unnecessary civilian casualties are targeting systems known as “Gospel” and “Lavender.” While numerous media outlets have reported on these targeting systems, Misztal says many have “fundamentally misunderstood” how they work. Onlookers have described these AI systems as having the ability to both determine and engage targets. Misztal says that the targeting systems have a “man-machine loop,” in which first a human analyst, and then an IDF lawyer, decide whether a target receives final approval. 

An Israeli military helicopter and drone fly above the southern border area with the Gaza Strip on May 30 amid the ongoing conflict between Israel and Hamas terrorists. (Jack Guez/AFP via Getty Images)

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Jonathan Conricus, Senior Fellow at the Foundation for Defense of Democracies and former IDF spokesman, also told Fox News Digital that “while the reliance on AI and technology is growing, Israeli policy mandates human decision-making at main junctions.” 

WHAT IS ARTIFICIAL INTELLIGENCE (AI)?

According to Misztal, the “Gospel” system identifies hard targets like “buildings, weapons storage facilities, and rocket launchers,” while the “Lavender” system utilizes facial recognition to identify Hamas leaders and fighters.

The real boon in utilizing these targeting systems is their ability to sift through the “constant streams of data” collected by Israel’s multitude of air and ground assets, including the new AI-enabled Oron spy plane. Learned patterns help the systems determine likely targets. “If you can bring in the precision that machine learning enables you to do rather than just having human eyes on it, that is helpful in narrowing down what are likely targets, and minimizing mistakes,” Misztal said.

ISRAEL REVEALS ‘MOST ADVANCED’ SURVEILLANCE PLANE WITH AI-POWERED SENSORS: ‘UNPRECEDENTED’ 

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IDF forces are seen operating in Rafah, a city in the Gaza Strip. (IDF Spokesman’s Office)

Data from Gospel and information derived from AI-powered mapping drones have likely allowed the IDF to avoid situations like one Misztal said they encountered in 2021 while fighting Hamas from the air. According to Misztal, an Israeli bomb strike on a poorly-constructed tunnel resulted in the collapse of the residential building built atop the tunnel, causing civilian casualties.

With ground troops now engaged and tunnel networks better understood, Misztal says the IDF is able to “find strategic intersections between tunnels” that they can “block so that they become unusable” without causing possible collapse of civilian structures atop the terror hideouts. “That mapping process allows them to be much more precise,” Misztal concluded.

Officers utilize a range of information to identify and locate targets. (IDF Spokesperson’s Unit)

Misztal believes Lavender’s utilization shows how much care Israel takes to keep civilians from the battlespace. “We’ve heard of Israel using facial recognition technology as they’re screening people, civilians who are moving between different parts of Gaza” when the IDF “is creating safe zones and telling people to evacuate, and guarding them while they evacuate because Hamas wants to keep them from leaving their homes so that they can remain as human shields,” he said. Facial recognition in these situations allows the IDF “to make sure that those protection measures are not being exploited by Hamas fighters.”

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Despite remaining mostly quiet about their use, Misztal said Israel’s use of its array of AI-powered systems has “become a normalized part of their operating process” since 2021. When facing a new kind of war after Oct. 7, Misztal said the IDF “told JINSA researchers about how they were uncertain of what they would find on the ground” in Gaza, “but as they got better at understanding the layout, as they got better at deploying their assets, like drones and other surveillance capabilities, they became much more capable of operating surgically.”

Palestinian Hamas terrorists are seen during a military show in the Bani Suheila district on July 20, 2017, in Gaza City, Gaza. (Chris McGrath/Getty Images)

The Associated Press last week released a report that corroborates Misztal’s observation that utilizing AI has led to lower civilian casualties. Through an analysis of Gaza Ministry of Health data, long questioned by researchers, the AP found that the “proportion of Palestinian women and children being killed in the Israel-Hamas war appears to have declined sharply.” The AP admitted that the shift “went unnoticed for months by the U.N. and much of the media.” 

In addition to reducing casualties, AI has enabled a high level of operations that would otherwise require vast amounts of human capital. According to Conricus, “Without the extensive use of tech and AI to automate and streamline complex or resource intense processes, Israel would need to multiply its intelligence collection and control infrastructure, which is frankly not a viable option. Thus, AI and advanced tech allows Israel to face the multitude of threats within existing manpower and resource limitations.”

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The Associated Press contributed to this report.

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Exclusive: Article Five not on the table despite Iran missile incident, NATO's Rutte says

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Exclusive: Article Five not on the table despite Iran missile incident, NATO's Rutte says
NATO is vigilant about events in the Middle East and ​the shooting-down of a missile ‌headed for Turkish airspace on Wednesday, but invoking Article Five is not on ​the table right now, the ​military alliance’s chief Mark Rutte told ⁠Reuters on Thursday.
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Iran continues firing missiles, drones at neighboring states, with multiple interceptions reported

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Iran continues firing missiles, drones at neighboring states, with multiple interceptions reported

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Iran launched a new wave of attacks on Thursday, with explosions reported in the region and Tehran threatening that the U.S. would “bitterly regret” sinking an Iranian warship.

Iran’s strikes on Thursday targeted Israel, American bases and countries in the region. Israel announced multiple incoming missile attacks as air raid sirens blared in Tel Aviv and Jerusalem.

Azerbaijan’s Ministry of Defense on Thursday said Iran used unmanned aerial vehicles (UAVs) in an attack on Nakhchivan International Airport and other civilian infrastructure. The ministry said the details of the attack and the capabilities of the UAVs were being investigated.

“The Ministry of Defense of the Republic of Azerbaijan strongly condemns the attacks carried out by the armed forces of the Islamic Republic of Iran against civilian infrastructure on the territory of Azerbaijan in the absence of any military necessity. The Islamic Republic of Iran bears the entire responsibility for the incident,” the ministry’s statement read.

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Explosions seen and heard in Azerbaijan as Iran launches retaliatory attacks across the Middle East. (East2West)

Iran has not acknowledged targeting Azerbaijan, despite the country’s ministry of defense pointing the finger at Tehran.

Qatar evacuated residents near the U.S. Embassy in Doha on Thursday, with its Ministry of Defense confirming that the country was “subjected to a missile attack” and that its air defense systems were able to intercept it. The ministry urged the public to remain calm and avoid unofficial information.

Abu Dhabi announced that its authorities were responding to an incident involving falling debris in ICAD 2, which is part of the Industrial City of Abu Dhabi. Six people, identified by Abu Dhabi as Pakistani and Nepali nationals, suffered minor to moderate injuries.

A plume of smoke rises over buildings in Doha, Qatar, on March 5, 2026. (Mahmud Hams/AFP via Getty Images)

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FORMER TOPGUN PILOT DECLARES IRAN MILITARY ‘OVER WITH’ AMID US AIR SUPERIORITY, BUT WARNS OF ANOTHER DANGER

Iran has carried out retaliatory strikes since the launch of Operation Epic Fury, with the latest wave coming one day after the U.S. sunk an Iranian warship, killing at least 87 Iranian sailors. Sri Lankan navy spokesman Cmdr. Buddhika Sampath said 32 people were rescued from the wreck and were admitted to a hospital.

Secretary of War Pete Hegseth defended the move during a news briefing at the Pentagon.

“An American submarine sunk an Iranian warship that thought it was safe in international waters. Instead, it was sunk by a torpedo — Quiet Death. The first sinking of an enemy ship by a torpedo since World War II. Like in that war, back when we were still the War Department, we are fighting to win,” Hegseth said.

Missile interceptions are seen in the sky on March 5, 2026, in Central Israel. (Alexi J. Rosenfeld/Getty Images)

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ISRAEL’S MILITARY RELEASES VIDEO SHOWING OBLITERATION OF IRAN’S MISSILE LAUNCHERS, DEFENSE SYSTEMS

Iranian leaders condemned the attack, with Foreign Minister Abbas Araghchi accusing the U.S. Navy of committing “an atrocity at sea.” Meanwhile, Ayatollah Abdollah Javadi Amoli appeared on state television and called for the shedding of Israeli and “Trump’s blood.”

“Fight the oppressive America, his blood is on my shoulders,” he said in a rare call for violence from an ayatollah, one of the highest ranks within the clergy of Shiite Islam.

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The U.S. and Israel launched the war on Saturday with strikes targeting Iran’s leadership, including the supreme leader, Ayatollah Ali Khamenei, who was killed. Iran’s missile arsenal and nuclear facilities were also hit.

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The Associated Press contributed to this report.

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Which Kurdish groups is the US rallying to fight Iran?

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Which Kurdish groups is the US rallying to fight Iran?

Iran has launched operations targeting Iranian and Iraqi Kurdish groups in the semi-autonomous Kurdish region in neighbouring Iraq as the regional war ignited by the United States and Israel entered its sixth day, with more than 1,000 people killed across the country.

State television, Press TV, reported early on Thursday that Tehran was striking “anti-Iran separatist forces”, referring to Iranian and Iraqi Kurdish groups believed to be based in mountainous, hard-to-reach areas near the Iran-Iraq border.

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Iranian missiles hit Sulaimaniyah city in the semi-autonomous Kurdistan region, according to local reports.

“We targeted the headquarters of Kurdish groups opposed to the revolution in Iraqi Kurdistan with three missiles,” Iran’s official IRNA news agency reported on Thursday, quoting a military statement. The Iranian military said earlier on Tuesday it used “30 drones” on Kurdish positions.

The attack comes just days after multiple publications reported that US President Donald Trump was in active talks with Iranian and Iraqi Kurdish groups, and that Washington hopes to use them to spur a popular uprising.

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Various Iranian Kurdish groups, which share close ties with Iraqi Kurds, have long opposed Tehran from their bases in northern Iraq and along the Iraq-Iran border. These groups reportedly have thousands of fighters between them.

Here’s what we know so far:

People gather near debris from a drone that fell onto a building near Erbil airport, amid the US-Israeli conflict with Iran, in the Ankawa district of Erbil, Iraq, on March 4, 2026 [Khalid al-Mousily/Reuters]

Why are Kurdish groups cooperating with the US?

US officials said the aim is to stretch Iranian forces and take out the remains of the military-dominated Iranian government, according to reporting by CNN.

There is also speculation that the groups could be supported to take control of northern Iran to create a ground buffer for Israeli forces, possibly streaming in from Iraq.

US-Israeli bombings have heavily targeted areas along the Iraq-Iran border since the start of the war on Saturday, possibly to degrade Iranian defences and allow Kurdish opposition groups to cross fully into Iran, according to a briefing by US-based think tank, the Soufan Center.

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The US has not ruled out sending ground forces, although analysts told Al Jazeera Iran’s rugged territory would make that very difficult.

If the US does support these groups against Tehran, it would mean that Washington is treating them like armed “players on a board,” Winthrop Rodgers, associate fellow at the UK think tank, Chatham House, told Al Jazeera.

INTERACTIVE - WHERE ARE THE KURDS - JAN19, 2026 copy-1768814414
(Al Jazeera)

Which Kurdish groups are there?

Neither the US nor Kurdish groups had confirmed any agreements by Thursday.

However, it is known that Trump has spoken to the leaders of two Kurdish groups in Iraq: Masoud Barzani, leader of the Kurdistan Democratic Party, and Bafel Talabani, leader of the Patriotic Union of Kurdistan (PUK), according to US publication, Axios. Talabani confirmed the call on Wednesday.

Trump also spoke to Mustafa Hijri, head of the Democratic Party of Iranian Kurdistan (KDPI), on Tuesday, CNN reported, quoting a Kurdish official.

Meanwhile, Iranian Kurdish rebel groups, which have thousands of fighters along the Iraq-Iran border, formed the Coalition of Political Forces of Iranian Kurdistan (CPFIK) alliance one week before the war broke out.

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The group issued statements at the start of the conflict, signalling imminent intervention and urging Iranian military members to defect. According to Israel’s I24News, thousands of its fighters were in Iran by Wednesday.

Here are the different groups:

Kurdistan Democratic Party: The ruling party in the semi-autonomous Kurdistan Regional Government (KRG). The party controls the capital city of Erbil as well as Duhok. It has historical ties with Iranian Kurdish groups.

However, the KRG is not eager to be seen as supporting attacks on Iran, even as Iranian drones have hit US assets in Erbil. On Wednesday, Kurdistan region President Nechirvan Barzani spoke with Iranian Foreign Minister Abbas Araghchi and told him his region “will not be part of conflicts” targeting Tehran.

In 2023, the two countries signed a security deal that saw Iraq promise to disarm and relocate Iranian opposition groups on its territory, although it appears many groups are still based there, reflecting the limited influence the government wields over them.

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Iraqi Kurds, who have close ties with both the US and Iran, are in a “difficult position”, said Rodgers.

“They are under tremendous pressure from a wide range of forces, including (pro-Iran) Iraqi militias. They will try to stay out of the conflict as much as they can, but that will likely prove impossible,” he said.

Patriotic Union of Kurdistan (PUK): The PUK is the official opposition in the semi-autonomous Kurdistan region and also nationally relevant as Iraqi President Abdul Latif Rashid is a member. In a statement on Sunday, Rashid urged dialogue and an end to the war. Iraq declared three days of mourning following the killing of Iran’s Ayatollah Ali Khamenei in US-Israeli strikes on Tehran on Saturday.

Coalition of Political Forces of Iranian Kurdistan (CPFIK): Formed on February 22, 2026, the group includes six Iranian Kurdish opposition groups seeking an independent state.

Kurdistan Democratic Party of Iran (KDPI) – Based in the Kurdistan region, the group has about 1,200 members and is proscribed as a “terror” group by Iran.

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Kurdistan Freedom Party (PAK) – Also based in Kurdistan, it has an estimated 1,000 members.

Kurdistan Free Life Party (PJAK) – A close ally of the Turkish opposition armed group, Kurdistan Workers’ Party (PKK), PJAK is proscribed as a “terror” group by Ankara. PJAK’s armed wing, the Eastern Kurdistan Units (YRK), is believed to have between 1,000 and 3,000 members, many of them women. It is based in the rugged Qandil Mountains near the Iran-Iraq border and in the semiautonomous Kurdistan region. It has launched numerous attacks on Iranian forces in the past decade. A recent Iranian strike reportedly killed one fighter.

Organisation of Iranian Kurdistan Struggle (Khabat) – It has an unknown number of fighters.

Komala of the Toilers of Kurdistan – Based in Iraq’s KRG, it has an unknown number of fighters.

Komala Party of Iranian Kurdistan (KPIK) – Also headquartered in the Kurdistan region, it has an estimated 1,000 fighters in 2017.

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PAK
A fighter from the Kurdistan Freedom Party (PAK) carries a rifle and gestures while standing on rocky terrain, at a training session at a base near Erbil, Iraq, on February 12, 2026 [File: Thaier Al-Sudani/Reuters]

What is the history of US involvement with Kurdish resistance groups in the Middle East?

Kurds are an ethnic minority spread across the Middle East with a shared language and culture. They do not have a state of their own and have historically been marginalised across countries – mainly Iran, Iraq, Syria and Turkiye.

For decades, several armed Kurdish groups have sought self-governance in Turkiye, Syria and Iran.

In Iraq, Kurdish nationalist groups gained some success during the 1991 Gulf War by working with the US, which helped establish the self-governing Kurdistan region of Iraq. The US Central Intelligence Agency (CIA) also trained and armed its army, known as the Peshmerga, after the US invaded Iraq in 2003. In 2005, the semiautonomous region was officially recognised in Iraq’s constitution.

Since 2017, Washington has also armed and trained the People’s Protection Units (YPG), a Syrian Kurdish militia that Turkiye lists as a “terror” group because of its links with the proscribed PKK. The group, which successfully resisted ISIL (ISIS), now forms the main component of the Syrian Democratic Forces (SDF). It controlled Raqqa and other ISIL strongholds.

However, when it began military clashes with Syrian forces under the President Ahmed al-Sharaa-led government last August, Washington turned away from the group and backed Damascus instead. In January this year, the SDF signed an agreement with the Syrian government to integrate into the government forces. In return, the Syrian government recognised Kurdish rights.

In Turkiye, meanwhile, the PKK, whose presence in northern Iraq has long been a source of tension with Ankara, declared a ceasefire in March 2025, after a call from its imprisoned leader, Abdullah Ocalan, to disarm.

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How does Kurdish resistance in Iran compare with others?

Iranian Kurds opposed the Iranian government even before the formation of the Islamic Republic in 1979, Rodgers said, and Tehran’s current weakness provides an opportunity for them to advance their political aims in the country.

However, the new coalition of multiple diverse groups is unprecedented, the analyst added, and their internal dynamics will be a key decisive factor in what role Kurdish groups will play in this war.

“Support from the US is helpful, especially in terms of targeting security forces’ infrastructure with air strikes, but they will likely be cautious about relying too much on Washington, especially from an administration as capricious and disorganised as Trump’s,” Rodgers said, noting how Washington abandoned the Kurds in Syria.

Unlike the split Iranian movements, Iraqi Kurds have long united to form a devolved government enshrined in the Iraqi constitution, built an advanced economy, and secured substantive relations with a wide range of foreign countries. That’s something Kurdish groups will also be hoping to establish in a democratic Iran, he said.

“I think it is unlikely that the Trump administration has made any commitments to the Iranian Kurds about supporting their political goals,” Rodgers said, adding that the US’s plan “does not look fully thought through at all”.

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