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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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Israel hammers Iranian internal security command centers to open door to uprising

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Israel hammers Iranian internal security command centers to open door to uprising

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The Israeli military’s latest wave of airstrikes in Iran dealt a serious blow to the country’s brutal internal security apparatus, opening the door for a potential uprising.

During the strikes, Israel “dropped dozens of munitions on the Basij and internal security command centers that are subject to the Iranian terror regime,” the Israel Defense Forces (IDF) said in a statement on Wednesday. “The targeted command centers were used by the Iranian regime to maintain control throughout Iran and maintain the regime’s situational assessments.”

Since the start of Operation Epic Fury, the U.S. has hit nearly 2,000 targets as it carries out a sweeping military campaign aimed at dismantling the regime’s security apparatus and neutralizing threats. Adm. Brad Cooper of U.S. Central Command confirmed the number of targets hit in a video message.

The Islamic Revolutionary Guard Corps (IRGC) and the Basij militia, Iran’s volunteer paramilitary force, were behind the violent crackdown on protesters in January. The bloody crackdown saw regime actors firing on crowds and conducting mass arrests of Iranian protesters. Some had seen the protests as a sign that regime change in Iran was getting nearer, though it did not occur.

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Smoke rises from central Tehran following reported U.S. and Israeli strikes on Iran’s capital, on March 3, 2026. (Fatemeh Bahrami/Anadolu via Getty Images)

Israeli and U.S. officials have hinted at the possibility of regime change in Iran as both countries take aim at Tehran’s military and security sites.

Israeli Prime Minister Benjamin Netanyahu said in a video message announcing the launch of Operation Epic Fury, which Israel calls Operation Rising Lion, that it was time for Iranians “to rid themselves of the yoke of tyranny.” Similarly, President Donald Trump said in a message to the Iranian people on Feb. 28 that “the hour of your freedom is at hand.”

“When we are finished, take over your government. It will be yours to take. This will be, probably, your only chance for generations,” Trump said.

Plumes of smoke rise following reported explosions in Tehran on March 3, 2026, after Iranian Supreme Leader Ayatollah Ali Khamenei was killed in joint U.S. and Israeli strikes on Feb. 28, 2026. (Negar/Middle East Images / AFP via Getty Images)

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ISRAELI MINISTER OUTLINES IRAN MISSION GOALS, SAYS IRANIAN PEOPLE NOW HAVE CHANCE TO ‘REGAIN THEIR FREEDOM’

“America is backing you with overwhelming strength and devastating force. Now is the time to seize control of your destiny, and to unleash the prosperous and glorious future that is close within your reach. This is the moment for action. Do not let it pass,” the president added.

Ali Vaez, director of the Iran project at the International Crisis Group, told The Wall Street Journal that the path to regime change through foreign airstrikes and popular uprising on the ground has “a bet that rests on no clear historical model.” Vaez also warned that the idea “ignores the resilience of entrenched authoritarian systems like the Islamic Republic.”

The IDF said on Monday that Israel had hit headquarters, bases and regional command centers that belonged to the regime’s internal security apparatus.

“These bodies were responsible for, among other things, suppressing protests against the regime through violent measures and civilian arrests,” the IDF said.

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A group of men inspects the ruins of a police station struck amid the U.S.–Israeli military campaign in Tehran, Iran, on Tuesday, March 3, 2026. (Vahid Salemi/AP)

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It is unclear who will lead Iran after Supreme Leader Ayatollah Ali Khamenei was killed on the first day of the operation. Since then, Israel and the U.S. have made it clear that regime leaders chosen to replace him would be targets. Israeli Defense Minister Israel Katz warned on Wednesday that anyone chosen to replace Khamenei would be considered “a target for elimination” if they continued to threaten Israel, the U.S. and regional allies.

The killing of key leaders might not be enough to cause an uprising, as the regime has a monopoly on weapons in most of Iran, the WSJ reported, adding that Basij militants are still patrolling the streets.

Fox News Digital’s Morgan Phillips and Efrat Lachter contributed to this report.

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Which oil and gas facilities in the Gulf have been attacked?

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Which oil and gas facilities in the Gulf have been attacked?

Global energy markets remain in a state of high alert after several Gulf states suspended oil and gas production following escalating tensions in the region.

Since Saturday’s attacks by the United States and Israel, Tehran has targeted various sites in Israel and across several Gulf countries.

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Initially, these Iranian attacks focused primarily on US military assets, but Gulf states have reported that Iran has since broadened its scope to target civilian infrastructure, including hotels, airports and energy facilities. Iranian officials have publicly denied targeting Gulf energy facilities, however.

The Middle East remains the world’s dominant source of hydrocarbon reserves and a major driver of crude oil and natural gas output.

How much oil and gas does the Middle East have?

Nearly half of the world’s oil reserves and exports come from the Middle East, which contains five of the seven largest oil reserves in the world.

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Once refined, crude oil is used to make various products, including petrol, diesel, jet fuel and a wide range of household items such as cleaning products, plastics and even lotions.

After Venezuela, which has 303 billion barrels, Saudi Arabia holds the world’s second-largest proven crude oil reserves, estimated at 267 billion barrels.

The Middle East’s largest oil reserves:

  • Saudi Arabia: 267 billion barrels
  • Iran: 209 billion barrels
  • Iraq: 145 billion barrels
  • UAE: 113 billion barrels
  • Kuwait: 102 billion barrels

Saudi Arabia is also the world’s top oil exporter with an estimated $187bn of crude in 2024, according to data from the Observatory of Economic Complexity (OEC).

The Middle East’s top oil exporters:

  • Saudi Arabia: $187bn
  • UAE: $114bn
  • Iraq: $98bn
  • Iran: $47bn – largely sold at a discount due to US sanctions
  • Kuwait: 29bn

Other Middle Eastern countries with sizeable oil exports include: Oman ($28.9bn), Kuwait ($28.8bn) and Qatar ($21bn).

(Al Jazeera)

In addition to crude oil, the Middle East is a global powerhouse for natural gas, accounting for nearly 18 percent of global production and approximately 40 percent of the world’s proven reserves.

Natural gas is primarily used for electricity generation, industrial heating, and in chemicals and fertilisers.

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The heart of Middle Eastern gas is a single, massive underwater reservoir called the South Pars/North Dome field. It is the largest gasfield in the world, and it is shared directly between Qatar and Iran.

Gas is transported either through pipelines or by tankers. When using pipelines, the gas is pressurised and moved through steel networks. When pipelines are not feasible, such as across oceans, Liquefied Natural Gas (LNG) is used.

To create LNG, the gas is cooled to approximately -162C (-260F), shrinking its volume and allowing it to be safely loaded onto specialised tanker ships for global transport.

To transport oil and gas, tankers from various Gulf states must navigate the narrow waterway known as the Strait of Hormuz. Approximately one-fifth of global oil and gas passes through this strait, primarily heading to major markets in Asia, including China, Japan, South Korea and India, as well as to Europe.

INTERACTIVE - Strait of Hormuz - FEB24, 2026-1772104775
(Al Jazeera)

Which energy facilities have been attacked?

Here are the facilities which have recorded damage as of Wednesday:

Saudi Arabia – Ras Tanura oil refinery

On Monday, one of the world’s largest oil refining complexes, the Ras Tanura oil refinery owned by Saudi Aramco, was forced to halt operations after debris from intercepted Iranian drones caused a small fire.

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This handout satellite image courtesy of Vantor taken and released on March 2, 2026, shows damage at the Saudi Aramco's Ras Tanura refinery.
This handout satellite image, courtesy of Vantor, released on March 2, 2026, shows damage at Saudi Aramco’s Ras Tanura refinery [AFP]

Saudi Aramco is one of the world’s largest companies, with a market capitalisation exceeding $1.7 trillion and revenue of $480bn. Headquartered in Dhahran, in eastern Saudi Arabia, Aramco controls 12 percent of global oil production, with a capacity of more than 12 million barrels per day (bpd).

On Wednesday, Saudi defence officials reported a second drone attempt on the facility but this was successfully intercepted with no damage or disruption to operations reported.

Qatar – Ras Laffan Industrial City LNG facilities

On Monday, Qatar’s Ministry of Defence reported that Iranian drones had targeted an energy facility in Ras Laffan belonging to QatarEnergy, the world’s largest LNG producer.

While no casualties were reported, QatarEnergy suspended the production of LNG and other products at the impacted sites.

RAS LAFFAN INDUSTRIAL CITY, QATAR - MARCH 3: A picture of Qatar Energy's operating facilities on March 3, 2026 in Ras Laffan Industrial City, Qatar. Qatar Energy announced a complete halt to liquefied natural gas (LNG) production at its Ras Laffan and Mesaieed facilities on March 2, 2026, after Iranian attacks targeted energy facilities. (Photo by Getty Images)
QatarEnergy’s operating facilities on March 3, 2026, in Ras Laffan Industrial City, Qatar [Getty Images]

QatarEnergy’s 81 million metric tonnes of LNG exports are mostly bound for Asian markets, including China, Japan, India, South Korea, Pakistan and other countries in the region. The halt in production hiked global gas prices to a three-year high this week.

Qatar – Mesaieed Industrial City

Qatar’s Defence Ministry said the country was attacked by a second drone launched from Iran on Monday, targeting a water tank belonging to a power plant in Mesaieed, without reporting any casualties.

On Tuesday, QatarEnergy also stopped production of some downstream products like urea, polymers, methanol, aluminium and others.

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UAE – Fujairah and Mussafah oil terminals

On Monday, a fire broke out at Mussafah Fuel Terminal in southwest Abu Dhabi after it was struck by a drone.

On Tuesday, falling debris from a drone interception caused a fire at the Fujairah Oil Terminal along the eastern coast of the United Arab Emirates. No injuries were reported.

Large fire and plume of smoke is visible after, according to the authorities, debris of an Iranian intercepted drone hit the Fujairah oil facility, in Fujairah, United Arab Emirates, Tuesday, March 3, 2026. (AP Photo/Altaf Qadri)
A large fire and plume of smoke are visible after debris from an intercepted Iranian drone hit the Fujairah oil facility, in Fujairah, United Arab Emirates, on Tuesday, March 3, 2026, according to authorities [Altaf Qadri/AP Photos]

Oman – ports of Duqm and Salalah

On Tuesday, multiple Iranian drones struck fuel tanks and a tanker at the port of Duqm, with at least one direct hit on a fuel storage tank, causing an explosion.

On the same day, a drone strike was recorded at the Port of Salalah, which handles fuel and industrial minerals.

Athe Nova – oil tanker

On Monday, the Athe Nova, a Honduran-flagged tanker positioned off the coast of Khor Fakkan, UAE, was struck by Iranian drones as it was transiting the Strait of Hormuz, setting it ablaze. Despite the fire, the vessel managed to exit the chokepoint into the Gulf of Oman, and no casualties were reported.

Iran’s Islamic Revolutionary Guard Corps (IRGC) claimed responsibility for the strike, identifying the Athe Nova as an “ally of the United States”.

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On the same day as the attack, Iran declared the Strait of Hormuz closed, warning that any ship attempting to pass would be “set ablaze”.

Since then, several other tankers have been hit.

INTERACTIVE_IRAN_GCC_OIL AND GAS SUPPLY-ATHE_NOVA_MARCH4_2026
(Al Jazeera)

Other regional energy disruptions

Although not directly targeted, the following energy sites suspended operations in response to Iranian retaliatory attacks:

Israeli offshore gasfields – Major gas production fields such as Leviathan and Tamar were shut down as a precaution following regional drone and missile launches linked to Iran.

Oil fields in semiautonomous Iraqi Kurdistan – Producers including DNO, Gulf Keystone and Dana Gas halted output as a safety measure amid the escalation.

Rumaila oilfield – Operations at Iraq’s largest oilfield – operated by BP – in southern Iraq were halted on Tuesday as a security precaution due to its proximity to the escalation zone.

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Trump's national security team comes to convince Congress to back Iran war

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Trump's national security team comes to convince Congress to back Iran war
President Donald Trump’s top national security advisers were to spend much of the day on Tuesday making the case to members of Congress ​for the U.S.-Israel war on Iran, as Democrats and some of his fellow Republicans clamored for more information.
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