{"id":258820,"date":"2024-04-08T12:00:19","date_gmt":"2024-04-08T11:00:19","guid":{"rendered":"https:\/\/www.transcend.org\/tms\/?p=258820"},"modified":"2024-04-07T12:01:47","modified_gmt":"2024-04-07T11:01:47","slug":"lavender-the-ai-machine-directing-israels-bombing-spree-in-gaza","status":"publish","type":"post","link":"https:\/\/www.transcend.org\/tms\/2024\/04\/lavender-the-ai-machine-directing-israels-bombing-spree-in-gaza\/","title":{"rendered":"\u2018Lavender\u2019: The AI Machine Directing Israel\u2019s Bombing Spree in Gaza"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"wraped aligncenter wp-image-174306 size-medium_large\" title=\"A ball of fire and smoke rises during Israeli airstrikes in the Gaza Strip, October 9, 2023. (Atia Mohammed\/Flash90)\" src=\"https:\/\/static.972mag.com\/www\/uploads\/2023\/10\/F231009AM354-1280x853.jpg\" alt=\"A ball of fire and smoke rises during Israeli airstrikes in the Gaza Strip, October 9, 2023. (Atia Mohammed\/Flash90)\" width=\"768\" height=\"512\" data-caption=\"A ball of fire and smoke rises during Israeli airstrikes in the Gaza Strip, October 9, 2023. (Atia Mohammed\/Flash90) \" \/><\/p>\n<p style=\"text-align: center;\"><strong>A ball of fire and smoke rises during Israeli airstrikes in the Gaza Strip, 9 Oct 2023 <\/strong><strong>(Atia Mohammed\/Flash90)<\/strong><\/p>\n<blockquote><p><em>The Israeli army has marked tens of thousands of Gazans as suspects for assassination, using an AI targeting system with little human oversight and a permissive policy for casualties.<\/em><\/p><\/blockquote>\n<p><em>3 Apr 2024<\/em> &#8211; In 2021, a <a target=\"_blank\" href=\"https:\/\/books.google.co.il\/books\/about\/The_Human_Machine_Team_How_to_Create_Syn.html?id=hjl1zgEACAAJ&amp;redir_esc=y\" >book<\/a> titled \u201c<em>The Human-Machine Team: How to Create Synergy Between Human and Artificial Intelligence That Will Revolutionize Our World<\/em>\u201d was released in English under the pen name \u201c<em>Brigadier General Y.S.<\/em>\u201d In it, the author \u2014 a man who we confirmed to be the current commander of the elite Israeli intelligence unit 8200 \u2014 makes the case for designing a special machine that could rapidly process massive amounts of data to generate thousands of potential \u201ctargets\u201d for military strikes in the heat of a war. Such technology, he writes, would resolve what he described as a \u201chuman bottleneck for both locating the new targets and decision-making to approve the targets.\u201d<\/p>\n<p>Such a machine, it turns out, actually exists. A new investigation by <em>+972 Magazine <\/em>and <em>Local Call<\/em> reveals that the Israeli army has developed an artificial intelligence-based program known as \u201cLavender,\u201d unveiled here for the first time. According to six Israeli intelligence officers, who have all served in the army during the current war on the Gaza Strip and had first-hand involvement with the use of AI to generate targets for assassination, Lavender has played a central role in the unprecedented bombing of Palestinians, especially during the early stages of the war. In fact, according to the sources, its influence on the military\u2019s operations was such that they essentially treated the outputs of the AI machine \u201cas if it were a human decision.\u201d<\/p>\n<p>Formally, the Lavender system is designed to mark all suspected operatives in the military wings of Hamas and Palestinian Islamic Jihad (PIJ), including low-ranking ones, as potential bombing targets. The sources told +972 and Local Call that, during the first weeks of the war, the army almost completely relied on Lavender, which clocked as many as 37,000 Palestinians as suspected militants \u2014 and their homes \u2014 for possible air strikes.<\/p>\n<p>During the early stages of the war, the army gave sweeping approval for officers to adopt Lavender\u2019s kill lists, with no requirement to thoroughly check why the machine made those choices or to examine the raw intelligence data on which they were based. One source stated that human personnel often served only as a \u201crubber stamp\u201d for the machine\u2019s decisions, adding that, normally, they would personally devote only about \u201c20 seconds\u201d to each target before authorizing a bombing \u2014 just to make sure the Lavender-marked target is male. This was despite knowing that the system makes what are regarded as \u201cerrors\u201d in approximately 10 percent of cases, and is known to occasionally mark individuals who have merely a loose connection to militant groups, or no connection at all.<\/p>\n<p>Moreover, the Israeli army systematically attacked the targeted individuals while they were in their homes \u2014 usually at night while their whole families were present \u2014 rather than during the course of military activity. According to the sources, this was because, from what they regarded as an intelligence standpoint, it was easier to locate the individuals in their private houses. Additional automated systems, including one called \u201cWhere\u2019s Daddy?\u201d also revealed here for the first time, were used specifically to track the targeted individuals and carry out bombings when they had entered their family\u2019s residences.<\/p>\n<div id=\"attachment_177456\" class=\"wp-caption alignnone\">\n<p><a target=\"_blank\" href=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/04\/F231117ARK97-1.jpg\" class=\"lightbox-link\"  data-featherlight=\"image\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium_large wp-image-177456 wraped\" title=\"Palestinians transport the wounded and try to put out a fire after an Israeli airstrike on a house in the Shaboura refugee camp in the city of Rafah, southern Gaza Strip, November 17, 2023. (Abed Rahim Khatib\/Flash90)\" src=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/04\/F231117ARK97-1-1280x853.jpg\" alt=\"Palestinians transport the wounded and try to put out a fire after an Israeli airstrike on a house in the Shaboura refugee camp in the city of Rafah, southern Gaza Strip, November 17, 2023. (Abed Rahim Khatib\/Flash90)\" width=\"768\" height=\"512\" data-caption=\"Palestinians transport the wounded and try to put out a fire after an Israeli airstrike on a house in the Shaboura refugee camp in the city of Rafah, southern Gaza Strip, November 17, 2023. (Abed Rahim Khatib\/Flash90)\" \/><\/a><\/p>\n<div class=\"wp-caption-text\">Palestinians transport the wounded and try to put out a fire after an Israeli airstrike on a house in the Shaboura refugee camp in the city of Rafah, southern Gaza Strip, November 17, 2023. (Abed Rahim Khatib\/Flash90)<\/div>\n<\/div>\n<p>The result, as the sources testified, is that thousands of Palestinians \u2014 most of them women and children or people who were not involved in the fighting \u2014 were wiped out by Israeli airstrikes, especially during the first weeks of the war, because of the AI program\u2019s decisions.<\/p>\n<p>\u201cWe were not interested in killing [Hamas] operatives only when they were in a military building or engaged in a military activity,\u201d A., an intelligence officer, told +972 and Local Call. \u201cOn the contrary, the IDF bombed them in homes without hesitation, as a first option. It\u2019s much easier to bomb a family\u2019s home. The system is built to look for them in these situations.\u201d<\/p>\n<p>The Lavender machine joins another AI system, \u201cThe Gospel,\u201d about which information was revealed in a <a target=\"_blank\" href=\"https:\/\/www.972mag.com\/mass-assassination-factory-israel-calculated-bombing-gaza\/\" >previous investigation<\/a> by +972 and Local Call in November 2023, as well as in the Israeli military\u2019s own <a target=\"_blank\" href=\"https:\/\/www.israeldefense.co.il\/node\/57256#google_vignette\" >publications<\/a>. A fundamental difference between the two systems is in the definition of the target: whereas The Gospel marks buildings and structures that the army claims militants operate from, Lavender marks people \u2014 and puts them on a kill list.<\/p>\n<p>In addition, according to the sources, when it came to targeting alleged junior militants marked by Lavender, the army preferred to only use unguided missiles, commonly known as \u201cdumb\u201d bombs (in contrast to \u201csmart\u201d precision bombs), which can destroy entire buildings on top of their occupants and cause significant casualties. \u201cYou don\u2019t want to waste expensive bombs on unimportant people \u2014 it\u2019s very expensive for the country and there\u2019s a shortage [of those bombs],\u201d said C., one of the intelligence officers. Another source said that they had personally authorized the bombing of \u201chundreds\u201d of private homes of alleged junior operatives marked by Lavender, with many of these attacks killing civilians and entire families as \u201ccollateral damage.\u201d<\/p>\n<p>In an unprecedented move, according to two of the sources, the army also decided during the first weeks of the war that, for every junior Hamas operative that Lavender marked, it was permissible to kill up to 15 or 20 civilians; in the past, the military did not authorize any \u201ccollateral damage\u201d during assassinations of low-ranking militants. The sources added that, in the event that the target was a senior Hamas official with the rank of battalion or brigade commander, the army on several occasions authorized the killing of more than 100 civilians in the assassination of a single commander.<\/p>\n<div id=\"attachment_177452\" class=\"wp-caption alignnone\">\n<p><a target=\"_blank\" href=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/03\/F231024ARK004.jpg\" class=\"lightbox-link\"  data-featherlight=\"image\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium_large wp-image-177452 wraped\" title=\"Palestinians wait to receive the bodies of their relatives who were killed in an Israeli airstrike, at Al-Najjar Hospital in Rafah, southern Gaza Strip, October 24, 2023. (Abed Rahim Khatib\/Flash90)\" src=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/03\/F231024ARK004-1280x853.jpg\" alt=\"Palestinians wait to receive the bodies of their relatives who were killed in an Israeli airstrike, at Al-Najjar Hospital in Rafah, southern Gaza Strip, October 24, 2023. (Abed Rahim Khatib\/Flash90)\" width=\"768\" height=\"512\" data-caption=\"Palestinians wait to receive the bodies of their relatives who were killed in an Israeli airstrike, at Al-Najjar Hospital in Rafah, southern Gaza Strip, October 24, 2023. (Abed Rahim Khatib\/Flash90)\" \/><\/a><\/p>\n<div class=\"wp-caption-text\">Palestinians wait to receive the bodies of their relatives who were killed in an Israeli airstrike, at Al-Najjar Hospital in Rafah, southern Gaza Strip, October 24, 2023. (Abed Rahim Khatib\/Flash90)<\/div>\n<\/div>\n<p>The following investigation is organized according to the six chronological stages of the Israeli army\u2019s highly automated target production in the early weeks of the Gaza war. First, we explain the Lavender machine itself, which marked tens of thousands of Palestinians using AI. Second, we reveal the \u201cWhere\u2019s Daddy?\u201d system, which tracked these targets and signaled to the army when they entered their family homes. Third, we describe how \u201cdumb\u201d bombs were chosen to strike these homes.<\/p>\n<p>Fourth, we explain how the army loosened the permitted number of civilians who could be killed during the bombing of a target. Fifth, we note how automated software inaccurately calculated the amount of non-combatants in each household. And sixth, we show how on several occasions, when a home was struck, usually at night, the individual target was sometimes not inside at all, because military officers did not verify the information in real time.<\/p>\n<h3>STEP 1: GENERATING TARGETS<\/h3>\n<h3>\u2018Once you go automatic, target generation goes crazy\u2019<\/h3>\n<p>In the Israeli army, the term \u201chuman target\u201d referred in the past to a senior military operative who, according to the rules of the military\u2019s International Law Department, can be killed in their private home even if there are civilians around. Intelligence sources told +972 and Local Call that during Israel\u2019s previous wars, since this was an \u201cespecially brutal\u201d way to kill someone \u2014 often by killing an entire family alongside the target \u2014 such human targets were marked very carefully and only senior military commanders were bombed in their homes, to maintain the principle of proportionality under international law.<\/p>\n<p>But after October 7 \u2014 when Hamas-led militants launched a deadly assault on southern Israeli communities, killing around 1,200 people and abducting 240 \u2014 the army, the sources said, took a dramatically different approach. Under \u201cOperation Iron Swords,\u201d the army decided to designate all operatives of Hamas\u2019 military wing as human targets, regardless of their rank or military importance. And that changed everything.<\/p>\n<p>The new policy also posed a technical problem for Israeli intelligence. In previous wars, in order to authorize the assassination of a single human target, an officer had to go through a complex and lengthy \u201cincrimination\u201d process: cross-check evidence that the person was indeed a senior member of Hamas\u2019 military wing, find out where he lived, his contact information, and finally know when he was home in real time. When the list of targets numbered only a few dozen senior operatives, intelligence personnel could individually handle the work involved in incriminating and locating them.<\/p>\n<div id=\"attachment_177464\" class=\"wp-caption alignnone\">\n<p><a target=\"_blank\" href=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/04\/main_image51785_4WLiR7887N.jpg\" class=\"lightbox-link\"  data-featherlight=\"image\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium_large wp-image-177464 wraped\" title=\"Palestinians try to rescue survivors and pull bodies from the rubble after Israeli airstrikes hit buildings near Al-Aqsa Martyrs Hospital in Deir al-Balah, central Gaza, October 22, 2023. (Mohammed Zaanoun\/Activestills)\" src=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/04\/main_image51785_4WLiR7887N-1280x853.jpg\" alt=\"Palestinians try to rescue survivors and pull bodies from the rubble after Israeli airstrikes hit buildings near Al-Aqsa Martyrs Hospital in Deir al-Balah, central Gaza, October 22, 2023. (Mohammed Zaanoun)\" width=\"768\" height=\"512\" data-caption=\"Palestinians try to rescue survivors and pull bodies from the rubble after Israeli airstrikes hit buildings near Al-Aqsa Martyrs Hospital in Deir al-Balah, central Gaza, October 22, 2023. (Mohammed Zaanoun)\" \/><\/a><\/p>\n<div class=\"wp-caption-text\">Palestinians try to rescue survivors and pull bodies from the rubble after Israeli airstrikes hit buildings near Al-Aqsa Martyrs Hospital in Deir al-Balah, central Gaza, October 22, 2023. (Mohammed Zaanoun\/Activestills)<\/div>\n<\/div>\n<p>However, once the list was expanded to include tens of thousands of lower-ranking operatives, the Israeli army figured it had to rely on automated software and artificial intelligence. The result, the sources testify, was that the role of human personnel in incriminating Palestinians as military operatives was pushed aside, and AI did most of the work instead. According to four of the sources who spoke to +972 and Local Call, Lavender \u2014 which was developed to create human targets in the current war \u2014 has marked some 37,000 Palestinians as suspected \u201cHamas militants,\u201d most of them junior, for assassination (the IDF Spokesperson denied the existence of such a kill list in a statement to +972 and Local Call).<\/p>\n<p>\u201cWe didn\u2019t know who the junior operatives were, because Israel didn\u2019t track them routinely [before the war],\u201d explained senior officer B. to +972 and Local Call, illuminating the reason behind the development of this particular target machine for the current war. \u201cThey wanted to allow us to attack [the junior operatives] automatically. That\u2019s the Holy Grail. Once you go automatic, target generation goes crazy.\u201d<\/p>\n<p>The sources said that the approval to automatically adopt Lavender\u2019s kill lists, which had previously been used only as an auxiliary tool, was granted about two weeks into the war, after intelligence personnel \u201cmanually\u201d checked the accuracy of a random sample of several hundred targets selected by the AI system. When that sample found that Lavender\u2019s results had reached 90 percent accuracy in identifying an individual\u2019s affiliation with Hamas, the army authorized the sweeping use of the system. From that moment, sources said that if Lavender decided an individual was a militant in Hamas, they were essentially asked to treat that as an order, with no requirement to independently check why the machine made that choice or to examine the raw intelligence data on which it is based.<\/p>\n<p>\u201cAt 5 a.m., [the air force] would come and bomb all the houses that we had marked,\u201d B. said. \u201cWe took out thousands of people. We didn\u2019t go through them one by one \u2014 we put everything into automated systems, and as soon as one of [the marked individuals] was at home, he immediately became a target. We bombed him and his house.\u201d<\/p>\n<p>\u201cIt was very surprising for me that we were asked to bomb a house to kill a ground soldier, whose importance in the fighting was so low,\u201d said one source about the use of AI to mark alleged low-ranking militants. \u201cI nicknamed those targets \u2018garbage targets.\u2019 Still, I found them more ethical than the targets that we <a target=\"_blank\" href=\"https:\/\/www.972mag.com\/mass-assassination-factory-israel-calculated-bombing-gaza\/\" >bombed just for \u2018deterrence\u2019<\/a> \u2014 highrises that are evacuated and toppled just to cause destruction.\u201d<\/p>\n<p>The deadly results of this loosening of restrictions in the early stage of the war were staggering. According to data from the Palestinian Health Ministry in Gaza, on which the Israeli army has <a target=\"_blank\" href=\"https:\/\/www.mekomit.co.il\/%d7%94%d7%a6%d7%91%d7%90-%d7%91%d7%93%d7%a7-%d7%95%d7%9e%d7%a6%d7%90-%d7%a9%d7%93%d7%99%d7%95%d7%95%d7%97%d7%99-%d7%94%d7%94%d7%a8%d7%95%d7%92%d7%99%d7%9d-%d7%91%d7%9e%d7%a9%d7%a8%d7%93-%d7%94%d7%91\/\" >relied almost exclusively<\/a> since the beginning of the war, Israel killed some 15,000 Palestinians \u2014 almost half of the death toll so far \u2014 in the <a target=\"_blank\" href=\"https:\/\/www.ochaopt.org\/content\/hostilities-gaza-strip-and-israel-flash-update-50\" >first six weeks<\/a> of the war, up until a week-long ceasefire was agreed on Nov. 24.<\/p>\n<div id=\"attachment_177466\" class=\"wp-caption alignnone\">\n<p><a target=\"_blank\" href=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/04\/main_image52901_dXsGme0t6F.jpg\" class=\"lightbox-link\"  data-featherlight=\"image\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium_large wp-image-177466 wraped\" title=\"Massive destruction is seen in Al-Rimal popular district of Gaza City after it was targeted by airstrikes carried out by Israeli forces, October 10, 2023. (Mohammed Zaanoun\/Activestills)\" src=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/04\/main_image52901_dXsGme0t6F-1280x853.jpg\" alt=\"Massive destruction is seen in Al-Rimal popular district of Gaza City after it was targeted by airstrikes carried out by Israeli colonial, October 10, 2023. (Mohammed Zaanoun)\" width=\"768\" height=\"512\" data-caption=\"Massive destruction is seen in Al-Rimal popular district of Gaza City after it was targeted by airstrikes carried out by Israeli colonial, October 10, 2023. (Mohammed Zaanoun)\" \/><\/a><\/p>\n<div class=\"wp-caption-text\">Massive destruction is seen in Al-Rimal popular district of Gaza City after it was targeted by airstrikes carried out by Israeli forces, October 10, 2023. (Mohammed Zaanoun\/Activestills)<\/div>\n<\/div>\n<h3>\u2018The more information and variety, the better\u2019<\/h3>\n<p>The Lavender software analyzes information collected on most of the 2.3 million residents of the Gaza Strip through a system of mass surveillance, then assesses and ranks the likelihood that each particular person is active in the military wing of Hamas or PIJ. According to sources, the machine gives almost every single person in Gaza a rating from 1 to 100, expressing how likely it is that they are a militant.<\/p>\n<p>Lavender learns to identify characteristics of known Hamas and PIJ operatives, whose information was fed to the machine as training data, and then to locate these same characteristics \u2014 also called \u201cfeatures\u201d \u2014 among the general population, the sources explained. An individual found to have several different incriminating features will reach a high rating, and thus automatically becomes a potential target for assassination.<\/p>\n<p>In \u201cThe Human-Machine Team,\u201d the book referenced at the beginning of this article, the current commander of Unit 8200 advocates for such a system without referencing Lavender by name. (The commander himself also isn\u2019t named, but five sources in 8200 confirmed that the commander is the author, as <a target=\"_blank\" href=\"https:\/\/www.haaretz.com\/israel-news\/2021-10-01\/ty-article\/.highlight\/top-israeli-intel-officer-goes-where-no-ones-gone-before-and-its-all-on-amazon\/0000017f-e1fb-df7c-a5ff-e3fb21210000\" >reported<\/a> also by Haaretz.) Describing human personnel as a \u201cbottleneck\u201d that limits the army\u2019s capacity during a military operation, the commander laments: \u201cWe [humans] cannot process so much information. It doesn\u2019t matter how many people you have tasked to produce targets during the war \u2014 you still cannot produce enough targets per day.\u201d<\/p>\n<p>The solution to this problem, he says, is artificial intelligence. The book offers a short guide to building a \u201ctarget machine,\u201d similar in description to Lavender, based on AI and machine-learning algorithms. Included in this guide are several examples of the \u201chundreds and thousands\u201d of features that can increase an individual\u2019s rating, such as being in a Whatsapp group with a known militant, changing cell phone every few months, and changing addresses frequently.<\/p>\n<p>\u201cThe more information, and the more variety, the better,\u201d the commander writes. \u201cVisual information, cellular information, social media connections, battlefield information, phone contacts, photos.\u201d While humans select these features at first, the commander continues, over time the machine will come to identify features on its own. This, he says, can enable militaries to create \u201ctens of thousands of targets,\u201d while the actual decision as to whether or not to attack them will remain a human one.<\/p>\n<p>The book isn\u2019t the only time a senior Israeli commander hinted at the existence of human target machines like Lavender. +972 and Local Call have obtained footage of a private lecture given by the commander of Unit 8200\u2019s secretive Data Science and AI center, \u201cCol. Yoav,\u201d at Tel Aviv University\u2019s AI week in 2023, which was <a target=\"_blank\" href=\"https:\/\/www.geektime.co.il\/idf-fights-hamas-with-ai-and-data-science\/\" >reported on<\/a> at the time in the Israeli media.<\/p>\n<p>In the lecture, the commander speaks about a new, sophisticated target machine used by the Israeli army that detects \u201cdangerous people\u201d based on their likeness to existing lists of known militants on which it was trained. \u201cUsing the system, we managed to identify Hamas missile squad commanders,\u201d \u201cCol. Yoav\u201d said in the lecture, referring to Israel\u2019s May 2021 military operation in Gaza, when the machine was used for the first time.<\/p>\n<div id=\"attachment_177470\" class=\"wp-caption alignnone\">\n<p><a target=\"_blank\" href=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/04\/Slide-33.png\" class=\"lightbox-link\"  data-featherlight=\"image\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-177470 wraped\" title=\"Slides from a lecture presentation by the commander of IDF Unit 8200\u2019s Data Science and AI center at Tel Aviv University in 2023, obtained by +972 and Local Call.\" src=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/04\/Slide-33.png\" alt=\"Slides from a lecture presentation by the commander of IDF Unit 8200\u2019s Data Science and AI center at Tel Aviv University in 2023.\" width=\"1203\" height=\"650\" data-caption=\"Slides from a lecture presentation by the commander of IDF Unit 8200\u2019s Data Science and AI center at Tel Aviv University in 2023, obtained by +972 and Local Call.\" \/><\/a><\/p>\n<div class=\"wp-caption-text\">Slides from a lecture presentation by the commander of IDF Unit 8200\u2019s Data Science and AI center at Tel Aviv University in 2023, obtained by +972 and Local Call.<\/div>\n<\/div>\n<div id=\"attachment_177469\" class=\"wp-caption alignnone\">\n<p><a target=\"_blank\" href=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/04\/Slide-44.png\" class=\"lightbox-link\"  data-featherlight=\"image\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-177469 wraped\" title=\"Slides from a lecture presentation by the commander of IDF Unit 8200\u2019s Data Science and AI center at Tel Aviv University in 2023, obtained by +972 and Local Call.\" src=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/04\/Slide-44.png\" alt=\"Slides from a lecture presentation by the commander of IDF Unit 8200\u2019s Data Science and AI center at Tel Aviv University in 2023, obtained by +972 and Local Call.\" width=\"1201\" height=\"650\" data-caption=\"Slides from a lecture presentation by the commander of IDF Unit 8200\u2019s Data Science and AI center at Tel Aviv University in 2023, obtained by +972 and Local Call.\" \/><\/a><\/p>\n<div class=\"wp-caption-text\">Slides from a lecture presentation by the commander of IDF Unit 8200\u2019s Data Science and AI center at Tel Aviv University in 2023, obtained by +972 and Local Call.<\/div>\n<\/div>\n<p>The lecture presentation slides, also obtained by +972 and Local Call, contain illustrations of how the machine works: it is fed data about existing Hamas operatives, it learns to notice their features, and then it rates other Palestinians based on how similar they are to the militants.<\/p>\n<p>\u201cWe rank the results and determine the threshold [at which to attack a target],\u201d \u201cCol. Yoav\u201d said in the lecture, emphasizing that \u201ceventually, people of flesh and blood take the decisions. In the defense realm, ethically speaking, we put a lot of emphasis on this. These tools are meant to help [intelligence officers] break their barriers.\u201d<\/p>\n<p>In practice, however, sources who have used Lavender in recent months say human agency and precision were substituted by mass target creation and lethality.<\/p>\n<h3>\u2018There was no \u201czero-error\u201d policy\u2019<\/h3>\n<p>B., a senior officer who used Lavender, echoed to +972 and Local Call that in the current war, officers were not required to independently review the AI system\u2019s assessments, in order to save time and enable the mass production of human targets without hindrances.<\/p>\n<p>\u201cEverything was statistical, everything was neat \u2014 it was very dry,\u201d B. said. He noted that this lack of supervision was permitted despite internal checks showing that Lavender\u2019s calculations were considered accurate only 90 percent of the time; in other words, it was known in advance that 10 percent of the human targets slated for assassination were not members of the Hamas military wing at all.<\/p>\n<p>For example, sources explained that the Lavender machine sometimes mistakenly flagged individuals who had communication patterns similar to known Hamas or PIJ operatives \u2014 including police and civil defense workers, militants\u2019 relatives, residents who happened to have a name and nickname identical to that of an operative, and Gazans who used a device that once belonged to a Hamas operative.<\/p>\n<p>\u201cHow close does a person have to be to Hamas to be [considered by an AI machine to be] affiliated with the organization?\u201d said one source critical of Lavender\u2019s inaccuracy. \u201cIt\u2019s a vague boundary. Is a person who doesn\u2019t receive a salary from Hamas, but helps them with all sorts of things, a Hamas operative? Is someone who was in Hamas in the past, but is no longer there today, a Hamas operative? Each of these features \u2014 characteristics that a machine would flag as suspicious \u2014 is inaccurate.\u201d<\/p>\n<div id=\"attachment_177451\" class=\"wp-caption alignnone\">\n<p><a target=\"_blank\" href=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/03\/F240224ARK09.jpg\" class=\"lightbox-link\"  data-featherlight=\"image\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium_large wp-image-177451 wraped\" title=\"Palestinians at the site of an Israeli airstrike in Rafah, in the southern Gaza Strip, February 24, 2024. (Abed Rahim Khatib\/Flash90)\" src=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/03\/F240224ARK09-1280x853.jpg\" alt=\"Palestinians at the site of an Israeli airstrike in Rafah, in the southern Gaza Strip, February 24, 2024. (Abed Rahim Khatib\/Flash90)\" width=\"768\" height=\"512\" data-caption=\"Palestinians at the site of an Israeli airstrike in Rafah, in the southern Gaza Strip, February 24, 2024. (Abed Rahim Khatib\/Flash90)\" \/><\/a><\/p>\n<div class=\"wp-caption-text\">Palestinians at the site of an Israeli airstrike in Rafah, in the southern Gaza Strip, February 24, 2024. (Abed Rahim Khatib\/Flash90)<\/div>\n<\/div>\n<p>Similar problems exist with the ability of target machines to assess the phone used by an individual marked for assassination. \u201cIn war, Palestinians change phones all the time,\u201d said the source. \u201cPeople lose contact with their families, give their phone to a friend or a wife, maybe lose it. There is no way to rely 100 percent on the automatic mechanism that determines which [phone] number belongs to whom.\u201d<\/p>\n<p>According to the sources, the army knew that the minimal human supervision in place would not discover these faults. \u201cThere was no \u2018zero-error\u2019 policy. Mistakes were treated statistically,\u201d said a source who used Lavender. \u201cBecause of the scope and magnitude, the protocol was that even if you don\u2019t know for sure that the machine is right, you know that statistically it\u2019s fine. So you go for it.\u201d<\/p>\n<p>\u201cIt has proven itself,\u201d said B., the senior source. \u201cThere\u2019s something about the statistical approach that sets you to a certain norm and standard. There has been an illogical amount of [bombings] in this operation. This is unparalleled, in my memory. And I have much more trust in a statistical mechanism than a soldier who lost a friend two days ago. Everyone there, including me, lost people on October 7. The machine did it coldly. And that made it easier.\u201d<\/p>\n<p>Another intelligence source, who defended the reliance on the Lavender-generated kill lists of Palestinian suspects, argued that it was worth investing an intelligence officer\u2019s time only to verify the information if the target was a senior commander in Hamas. \u201cBut when it comes to a junior militant, you don\u2019t want to invest manpower and time in it,\u201d he said. \u201cIn war, there is no time to incriminate every target. So you\u2019re willing to take the margin of error of using artificial intelligence, risking collateral damage and civilians dying, and risking attacking by mistake, and to live with it.\u201d<\/p>\n<p>B. said that the reason for this automation was a constant push to generate more targets for assassination. \u201cIn a day without targets [whose feature rating was sufficient to authorize a strike], we attacked at a lower threshold. We were constantly being pressured: \u2018Bring us more targets.\u2019 They really shouted at us. We finished [killing] our targets very quickly.\u201d<\/p>\n<p>He explained that when lowering the rating threshold of Lavender, it would mark more people as targets for strikes. \u201cAt its peak, the system managed to generate 37,000 people as potential human targets,\u201d said B. \u201cBut the numbers changed all the time, because it depends on where you set the bar of what a Hamas operative is. There were times when a Hamas operative was defined more broadly, and then the machine started bringing us all kinds of civil defense personnel, police officers, on whom it would be a shame to waste bombs. They help the Hamas government, but they don\u2019t really endanger soldiers.\u201d<\/p>\n<div id=\"attachment_177448\" class=\"wp-caption alignnone\">\n<p><a target=\"_blank\" href=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/03\/F240318ARK048.jpg\" class=\"lightbox-link\"  data-featherlight=\"image\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium_large wp-image-177448 wraped\" title=\"Palestinians at the site of a building destroyed by an Israeli airstrike in Rafah, in the southern Gaza Strip, March 18, 2024. (Abed Rahim Khatib\/Flash90)\" src=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/03\/F240318ARK048-1280x851.jpg\" alt=\"Palestinians at the site of a building destroyed by an Israeli airstrike in Rafah, in the southern Gaza Strip, March 18, 2024. (Abed Rahim Khatib\/Flash90)\" width=\"768\" height=\"511\" data-caption=\"Palestinians at the site of a building destroyed by an Israeli airstrike in Rafah, in the southern Gaza Strip, March 18, 2024. (Abed Rahim Khatib\/Flash90)\" \/><\/a><\/p>\n<div class=\"wp-caption-text\">Palestinians at the site of a building destroyed by an Israeli airstrike in Rafah, in the southern Gaza Strip, March 18, 2024. (Abed Rahim Khatib\/Flash90)<\/div>\n<\/div>\n<p>One source who worked with the military data science team that trained Lavender said that data collected from employees of the Hamas-run Internal Security Ministry, whom he does not consider to be militants, was also fed into the machine. \u201cI was bothered by the fact that when Lavender was trained, they used the term \u2018Hamas operative\u2019 loosely, and included people who were civil defense workers in the training dataset,\u201d he said.<\/p>\n<p>The source added that even if one believes these people deserve to be killed, training the system based on their communication profiles made Lavender more likely to select civilians by mistake when its algorithms were applied to the general population. \u201cSince it\u2019s an automatic system that isn\u2019t operated manually by humans, the meaning of this decision is dramatic: it means you\u2019re including many people with a civilian communication profile as potential targets.\u201d<\/p>\n<h3>\u2018We only checked that the target was a man\u2019<\/h3>\n<p>The Israeli military flatly rejects these claims. In a statement to +972 and Local Call, the IDF Spokesperson denied using artificial intelligence to incriminate targets, saying these are merely \u201cauxiliary tools that assist officers in the process of incrimination.\u201d The statement went on: \u201cIn any case, an independent examination by an [intelligence] analyst is required, which verifies that the identified targets are legitimate targets for attack, in accordance with the conditions set forth in IDF directives and international law.\u201d<\/p>\n<p>However, sources said that the only human supervision protocol in place before bombing the houses of suspected \u201cjunior\u201d militants marked by Lavender was to conduct a single check: ensuring that the AI-selected target is male rather than female. The assumption in the army was that if the target was a woman, the machine had likely made a mistake, because there are no women among the ranks of the military wings of Hamas and PIJ.<\/p>\n<p>\u201cA human being had to [verify the target] for just a few seconds,\u201d B. said, explaining that this became the protocol after realizing the Lavender system was \u201cgetting it right\u201d most of the time. \u201cAt first, we did checks to ensure that the machine didn\u2019t get confused. But at some point we relied on the automatic system, and we only checked that [the target] was a man \u2014 that was enough. It doesn\u2019t take a long time to tell if someone has a male or a female voice.\u201d<\/p>\n<p>To conduct the male\/female check, B. claimed that in the current war, \u201cI would invest 20 seconds for each target at this stage, and do dozens of them every day. I had zero added value as a human, apart from being a stamp of approval. It saved a lot of time. If [the operative] came up in the automated mechanism, and I checked that he was a man, there would be permission to bomb him, subject to an examination of collateral damage.\u201d<\/p>\n<div id=\"attachment_177459\" class=\"wp-caption alignnone\">\n<p><a target=\"_blank\" href=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/04\/F231120ARK005-1.jpg\" class=\"lightbox-link\"  data-featherlight=\"image\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium_large wp-image-177459 wraped\" title=\"Palestinians emerge from the rubble of houses destroyed in Israeli airstrikes in the city of Rafah, southern Gaza Strip, November 20, 2023. (Abed Rahim Khatib\/Flash90)\" src=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/04\/F231120ARK005-1-1280x853.jpg\" alt=\"Palestinians emerge from the rubble of houses destroyed in Israeli airstrikes in the city of Rafah, southern Gaza Strip, November 20, 2023. (Abed Rahim Khatib\/Flash90)\" width=\"768\" height=\"512\" data-caption=\"Palestinians emerge from the rubble of houses destroyed in Israeli airstrikes in the city of Rafah, southern Gaza Strip, November 20, 2023. (Abed Rahim Khatib\/Flash90)\" \/><\/a><\/p>\n<div class=\"wp-caption-text\">Palestinians emerge from the rubble of houses destroyed in Israeli airstrikes in the city of Rafah, southern Gaza Strip, November 20, 2023. (Abed Rahim Khatib\/Flash90)<\/div>\n<\/div>\n<p>In practice, sources said this meant that for civilian men marked in error by Lavender, there was no supervising mechanism in place to detect the mistake. According to B., a common error occurred \u201cif the [Hamas] target gave [his phone] to his son, his older brother, or just a random man. That person will be bombed in his house with his family. This happened often. These were most of the mistakes caused by Lavender,\u201d B. said.<\/p>\n<h3>STEP 2: LINKING TARGETS TO FAMILY HOMES<\/h3>\n<h3>\u2018Most of the people you killed were women and children\u2019<\/h3>\n<p>The next stage in the Israeli army\u2019s assassination procedure is identifying where to attack the targets that Lavender generates.<\/p>\n<p>In a statement to +972 and Local Call, the IDF Spokesperson claimed in response to this article that \u201cHamas places its operatives and military assets in the heart of the civilian population, systematically uses the civilian population as human shields, and conducts fighting from within civilian structures, including sensitive sites such as hospitals, mosques, schools and UN facilities. The IDF is bound by and acts according to international law, directing its attacks only at military targets and military operatives.\u201d<\/p>\n<p>The six sources we spoke to echoed this to some degree, saying that Hamas\u2019 extensive <a target=\"_blank\" href=\"https:\/\/www.nytimes.com\/interactive\/2024\/02\/12\/world\/middleeast\/gaza-tunnel-israel-hamas.html\" >tunnel system<\/a> deliberately passes under hospitals and schools; that Hamas militants use ambulances to get around; and that countless military assets have been situated near civilian buildings. The sources argued that many Israeli strikes kill civilians as a result of these tactics by Hamas \u2014 a characterization that human rights groups <a target=\"_blank\" href=\"https:\/\/www.hrw.org\/news\/2024\/03\/19\/israeli-forces-conduct-gaza\" >warn<\/a> evades Israel\u2019s onus for inflicting the casualties.<\/p>\n<p>However, in contrast to the Israeli army\u2019s official statements, the sources explained that a major reason for the unprecedented death toll from Israel\u2019s current bombardment is the fact that the army has systematically attacked targets in their private homes, alongside their families \u2014 in part because it was easier from an intelligence standpoint to mark family houses using automated systems.<\/p>\n<p>Indeed, several sources emphasized that, as opposed to numerous cases of Hamas operatives engaging in military activity from civilian areas, in the case of systematic assassination strikes, the army routinely made the active choice to bomb suspected militants when inside civilian households from which no military activity took place. This choice, they said, was a reflection of the way Israel\u2019s system of mass surveillance in Gaza is designed.<\/p>\n<div id=\"attachment_177465\" class=\"wp-caption alignnone\">\n<p><a target=\"_blank\" href=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/04\/main_image51496_c8EQed2mC6.jpg\" class=\"lightbox-link\"  data-featherlight=\"image\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium_large wp-image-177465 wraped\" title=\"Palestinians rush to bring the wounded, including many children, to Al-Shifa Hospital in Gaza City as Israeli forces continue pounding the Gaza Strip, October 11, 2023. (Mohammed Zaanoun\/Activestills)\" src=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/04\/main_image51496_c8EQed2mC6-1280x853.jpg\" alt=\"Palestinians rush to bring the wounded, including many children, to Al-Shifa Hospital in Gaza City as Israeli forces continue pounding the Gaza Strip, October 11, 2023. (Mohammed Zaanoun\/Activestills)\" width=\"768\" height=\"512\" data-caption=\"Palestinians rush to bring the wounded, including many children, to Al-Shifa Hospital in Gaza City as Israeli forces continue pounding the Gaza Strip, October 11, 2023. (Mohammed Zaanoun\/Activestills)\" \/><\/a><\/p>\n<div class=\"wp-caption-text\">Palestinians rush to bring the wounded, including many children, to Al-Shifa Hospital in Gaza City as Israeli forces continue pounding the Gaza Strip, October 11, 2023. (Mohammed Zaanoun\/Activestills)<\/div>\n<\/div>\n<p>The sources told +972 and Local Call that since everyone in Gaza had a private house with which they could be associated, the army\u2019s surveillance systems could easily and automatically \u201clink\u201d individuals to family houses. In order to identify the moment operatives enter their houses in real time, various additional automatic softwares have been developed. These programs track thousands of individuals simultaneously, identify when they are at home, and send an automatic alert to the targeting officer, who then marks the house for bombing. One of several of these tracking softwares, revealed here for the first time, is called \u201cWhere\u2019s Daddy?\u201d<\/p>\n<p>\u201cYou put hundreds [of targets] into the system and wait to see who you can kill,\u201d said one source with knowledge of the system. \u201cIt\u2019s called broad hunting: you copy-paste from the lists that the target system produces.\u201d<\/p>\n<p>Evidence of this policy is also clear from the data: during the first month of the war, more than half of the fatalities \u2014 6,120 people \u2014 belonged to 1,340 families, many of which were completely wiped out while inside their homes, according to <a target=\"_blank\" href=\"https:\/\/www.ochaopt.org\/content\/hostilities-gaza-strip-and-israel-reported-impact-day-45\" >UN figures<\/a>. The proportion of entire <a target=\"_blank\" href=\"https:\/\/www.972mag.com\/gaza-families-bombing-humanitarian-crisis\/\" >families<\/a> bombed in their houses in the current war is much higher <a target=\"_blank\" href=\"https:\/\/www.btselem.org\/download\/201501_black_flag_eng.pdf\" >than in the 2014 Israeli operation<\/a> in Gaza (which was previously Israel\u2019s deadliest war on the Strip), further suggesting the prominence of this policy.<\/p>\n<p>Another source said that each time the pace of assassinations waned, more targets were added to systems like Where\u2019s Daddy? to locate individuals that entered their homes and could therefore be bombed. He said that the decision of who to put into the tracking systems could be made by relatively low-ranking officers in the military hierarchy.<\/p>\n<p>\u201cOne day, totally of my own accord, I added something like 1,200 new targets to the [tracking] system, because the number of attacks [we were conducting] decreased,\u201d the source said. \u201cThat made sense to me. In retrospect, it seems like a serious decision I made. And such decisions were not made at high levels.\u201d<\/p>\n<p>The sources said that in the first two weeks of the war, \u201cseveral thousand\u201d targets were initially inputted into locating programs like Where\u2019s Daddy?. These included all the members of Hamas\u2019 elite special forces unit the Nukhba, all of Hamas\u2019 anti-tank operatives, and anyone who entered Israel on October 7. But before long, the kill list was drastically expanded.<\/p>\n<p>\u201cIn the end it was everyone [marked by Lavender],\u201d one source explained. \u201cTens of thousands. This happened a few weeks later, when the [Israeli] brigades entered Gaza, and there were already fewer uninvolved people [i.e. civilians] in the northern areas.\u201d According to this source, even some minors were marked by Lavender as targets for bombing. \u201cNormally, operatives are over the age of 17, but that was not a condition.\u201d<\/p>\n<div id=\"attachment_175004\" class=\"wp-caption alignnone\">\n<p><a target=\"_blank\" href=\"https:\/\/static.972mag.com\/www\/uploads\/2023\/11\/main_image51646_zQb2EotVH7.jpg\" class=\"lightbox-link\"  data-featherlight=\"image\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium_large wp-image-175004 wraped\" title=\"Wounded Palestinians are treated on the floor due to overcrowding at Al-Shifa Hospital, Gaza City, central Gaza Strip, October 18, 2023. (Mohammed Zaanoun\/Activestills)\" src=\"https:\/\/static.972mag.com\/www\/uploads\/2023\/11\/main_image51646_zQb2EotVH7-1280x853.jpg\" alt=\"Wounded Palestinians are treated on the floor due to overcrowding at Al-Shifa Hospital, Gaza City, central Gaza Strip, October 18, 2023. (Mohammed Zaanoun\/Activestills)\" width=\"768\" height=\"512\" data-caption=\"Wounded Palestinians are treated on the floor due to overcrowding at Al-Shifa Hospital, Gaza City, central Gaza Strip, October 18, 2023. (Mohammed Zaanoun\/Activestills)\" \/><\/a><\/p>\n<div class=\"wp-caption-text\">Wounded Palestinians are treated on the floor due to overcrowding at Al-Shifa Hospital, Gaza City, central Gaza Strip, October 18, 2023. (Mohammed Zaanoun\/Activestills)<\/div>\n<\/div>\n<p>Lavender and systems like Where\u2019s Daddy? were thus combined with deadly effect, killing entire families, sources said. By adding a name from the Lavender-generated lists to the Where\u2019s Daddy? home tracking system, A. explained, the marked person would be placed under ongoing surveillance, and could be attacked as soon as they set foot in their home, collapsing the house on everyone inside.<\/p>\n<p>\u201cLet\u2019s say you calculate [that there is one] Hamas [operative] plus 10 [civilians in the house],\u201d A. said. \u201cUsually, these 10 will be women and children. So absurdly, it turns out that most of the people you killed were women and children.\u201d<\/p>\n<h3>STEP 3: CHOOSING A WEAPON<\/h3>\n<h3>\u2018We usually carried out the attacks with \u201cdumb bombs\u201d\u2019<\/h3>\n<p>Once Lavender has marked a target for assassination, army personnel have verified that they are male, and tracking software has located the target in their home, the next stage is picking the munition with which to bomb them.<\/p>\n<p>In December 2023, <a target=\"_blank\" href=\"https:\/\/edition.cnn.com\/2023\/12\/13\/politics\/intelligence-assessment-dumb-bombs-israel-gaza\/index.html\" >CNN reported<\/a> that according to U.S. intelligence estimates, about 45 percent of the munitions used by the Israeli air force in Gaza were \u201cdumb\u201d bombs, which are known to cause more collateral damage than guided bombs. In response to the CNN report, an army spokesperson quoted in the article said: \u201cAs a military committed to international law and a moral code of conduct, we are devoting vast resources to minimizing harm to the civilians that Hamas has forced into the role of human shields. Our war is against Hamas, not against the people of Gaza.\u201d<\/p>\n<p>Three intelligence sources, however, told +972 and Local Call that junior operatives marked by Lavender were assassinated only with dumb bombs, in the interest of saving more expensive armaments. The implication, one source explained, was that the army would not strike a junior target if they lived in a high-rise building, because the army did not want to spend a more precise and expensive \u201cfloor bomb\u201d (with more limited collateral effect) to kill him. But if a junior target lived in a building with only a few floors, the army was authorized to kill him and everyone in the building with a dumb bomb.<\/p>\n<div id=\"attachment_177445\" class=\"wp-caption alignnone\">\n<p><a target=\"_blank\" href=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/03\/F240318ARK043.jpg\" class=\"lightbox-link\"  data-featherlight=\"image\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium_large wp-image-177445 wraped\" title=\"Palestinians at the site of a building destroyed by an Israeli airstrike in Rafah, in the southern Gaza Strip, March 18, 2024. (Abed Rahim Khatib\/Flash90)\" src=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/03\/F240318ARK043-1280x851.jpg\" alt=\"Palestinians at the site of a building destroyed by an Israeli airstrike in Rafah, in the southern Gaza Strip, March 18, 2024. (Abed Rahim Khatib\/Flash90)\" width=\"768\" height=\"511\" data-caption=\"Palestinians at the site of a building destroyed by an Israeli airstrike in Rafah, in the southern Gaza Strip, March 18, 2024. (Abed Rahim Khatib\/Flash90)\" \/><\/a><\/p>\n<div class=\"wp-caption-text\">Palestinians at the site of a building destroyed by an Israeli airstrike in Rafah, in the southern Gaza Strip, March 18, 2024. (Abed Rahim Khatib\/Flash90)<\/div>\n<\/div>\n<p>\u201cIt was like that with all the junior targets,\u201d testified C., who used various automated programs in the current war. \u201cThe only question was, is it possible to attack the building in terms of collateral damage? Because we usually carried out the attacks with dumb bombs, and that meant literally destroying the whole house on top of its occupants. But even if an attack is averted, you don\u2019t care \u2014 you immediately move on to the next target. Because of the system, the targets never end. You have another 36,000 waiting.\u201d<\/p>\n<h3>STEP 4: AUTHORIZING CIVILIAN CASUALTIES<\/h3>\n<h3>\u2018We attacked almost without considering collateral damage\u2019<\/h3>\n<p>One source said that when attacking junior operatives, including those marked by AI systems like Lavender, the number of civilians they were allowed to kill alongside each target was fixed during the initial weeks of the war at up to 20. Another source claimed the fixed number was up to 15. These \u201ccollateral damage degrees,\u201d as the military calls them, were applied broadly to all suspected junior militants, the sources said, regardless of their rank, military importance, and age, and with no specific case-by-case examination to weigh the military advantage of assassinating them against the expected harm to civilians.<\/p>\n<p>According to A., who was an officer in a target operation room in the current war, the army\u2019s international law department has never before given such \u201csweeping approval\u201d for such a high collateral damage degree. \u201cIt\u2019s not just that you can kill any person who is a Hamas soldier, which is clearly permitted and legitimate in terms of international law,\u201d A. said. \u201cBut they directly tell you: \u2018You are allowed to kill them along with many civilians.\u2019<\/p>\n<p>\u201cEvery person who wore a Hamas uniform in the past year or two could be bombed with 20 [civilians killed as] collateral damage, even without special permission,\u201d A. continued. \u201cIn practice, the principle of proportionality did not exist.\u201d<\/p>\n<p>According to A., this was the policy for most of the time that he served. Only later did the military lower the collateral damage degree. \u201cIn this calculation, it could also be 20 children for a junior operative \u2026 It really wasn\u2019t like that in the past,\u201d A. explained. Asked about the security rationale behind this policy, A. replied: \u201cLethality.\u201d<\/p>\n<div id=\"attachment_177453\" class=\"wp-caption alignnone\">\n<p><a target=\"_blank\" href=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/03\/F231107ARK20.jpg\" class=\"lightbox-link\"  data-featherlight=\"image\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium_large wp-image-177453 wraped\" title=\"Palestinians wait to receive the bodies of their relatives who were killed in Israeli airstrikes, at Al-Najjar Hospital in Rafah, southern Gaza Strip, November 7, 2023. (Abed Rahim Khatib\/Flash90)\" src=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/03\/F231107ARK20-1280x853.jpg\" alt=\"Palestinians wait to receive the bodies of their relatives who were killed in Israeli airstrikes, at Al-Najjar Hospital in Rafah, southern Gaza Strip, November 7, 2023. (Abed Rahim Khatib\/Flash90)\" width=\"768\" height=\"512\" data-caption=\"Palestinians wait to receive the bodies of their relatives who were killed in Israeli airstrikes, at Al-Najjar Hospital in Rafah, southern Gaza Strip, November 7, 2023. (Abed Rahim Khatib\/Flash90)\" \/><\/a><\/p>\n<div class=\"wp-caption-text\">Palestinians wait to receive the bodies of their relatives who were killed in Israeli airstrikes, at Al-Najjar Hospital in Rafah, southern Gaza Strip, November 7, 2023. (Abed Rahim Khatib\/Flash90)<\/div>\n<\/div>\n<p>The predetermined and fixed collateral damage degree helped accelerate the mass creation of targets using the Lavender machine, sources said, because it saved time. B. claimed that the number of civilians they were permitted to kill in the first week of the war per suspected junior militant marked by AI was fifteen, but that this number \u201cwent up and down\u201d over time.<\/p>\n<p>\u201cAt first we attacked almost without considering collateral damage,\u201d B. said of the first week after October 7. \u201cIn practice, you didn\u2019t really count people [in each house that is bombed], because you couldn\u2019t really tell if they\u2019re at home or not. After a week, restrictions on collateral damage began. The number dropped [from 15] to five, which made it really difficult for us to attack, because if the whole family was home, we couldn\u2019t bomb it. Then they raised the number again.\u201d<\/p>\n<h3>\u2018We knew we would kill over 100 civilians\u2019<\/h3>\n<p>Sources told +972 and Local Call that now, partly due to American pressure, the Israeli army is no longer mass-generating junior human targets for bombing in civilian homes. The fact that most homes in the Gaza Strip were already destroyed or damaged, and almost the entire population has been displaced, also impaired the army\u2019s ability to rely on intelligence databases and automated house-locating programs.<\/p>\n<p>E. claimed that the massive bombardment of junior militants took place only in the first week or two of the war, and then was stopped mainly so as not to waste bombs. \u201cThere is a munitions economy,\u201d E. said. \u201cThey were always afraid that there would be [a war] in the northern arena [with Hezbollah in Lebanon]. They don\u2019t attack these kinds of [junior] people at all anymore.\u201d<\/p>\n<p>However, airstrikes against senior ranking Hamas commanders are still ongoing, and sources said that for these attacks, the military is authorizing the killing of \u201chundreds\u201d of civilians per target \u2014 an official policy for which there is no historical precedent in Israel, or even in recent U.S. military operations.<\/p>\n<p>\u201cIn the bombing of the commander of the Shuja\u2019iya Battalion, we knew that we would kill over 100 civilians,\u201d B. recalled of a Dec. 2 bombing that the IDF Spokesperson <a target=\"_blank\" href=\"https:\/\/www.timesofisrael.com\/liveblog_entry\/idf-strike-kills-gazan-terrorist-responsible-for-attack-that-killed-oron-shaul-in-2014\/\" >said<\/a> was aimed at assassinating Wisam Farhat. \u201cFor me, psychologically, it was unusual. Over 100 civilians \u2014 it crosses some red line.\u201d<\/p>\n<div id=\"attachment_174306\" class=\"wp-caption alignnone\">\n<p><a target=\"_blank\" href=\"https:\/\/static.972mag.com\/www\/uploads\/2023\/10\/F231009AM354.jpg\" class=\"lightbox-link\"  data-featherlight=\"image\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium_large wp-image-174306 wraped\" title=\"A ball of fire and smoke rises during Israeli airstrikes in the Gaza Strip, October 9, 2023. (Atia Mohammed\/Flash90)\" src=\"https:\/\/static.972mag.com\/www\/uploads\/2023\/10\/F231009AM354-1280x853.jpg\" alt=\"A ball of fire and smoke rises during Israeli airstrikes in the Gaza Strip, October 9, 2023. (Atia Mohammed\/Flash90)\" width=\"768\" height=\"512\" data-caption=\"A ball of fire and smoke rises during Israeli airstrikes in the Gaza Strip, October 9, 2023. (Atia Mohammed\/Flash90) \" \/><\/a><\/p>\n<div class=\"wp-caption-text\">A ball of fire and smoke rises during Israeli airstrikes in the Gaza Strip, October 9, 2023. (Atia Mohammed\/Flash90)<\/div>\n<\/div>\n<p>Amjad Al-Sheikh, a young Palestinian from Gaza, said many of his family members were killed in that bombing. A resident of Shuja\u2019iya, east of Gaza City, he was at a local supermarket that day when he heard five blasts that shattered the glass windows.<\/p>\n<p>\u201cI ran to my family\u2019s house, but there were no buildings there anymore,\u201d Al-Sheikh told +972 and Local Call. \u201cThe street was filled with screams and smoke. Entire residential blocks turned to mountains of rubble and deep pits. People began to search in the cement, using their hands, and so did I, looking for signs of my family\u2019s house.\u201d<\/p>\n<p>Al-Sheikh\u2019s wife and baby daughter survived \u2014 protected from the rubble by a closet that fell on top of them \u2014 but he found 11 other members of his family, among them his sisters, brothers, and their young children, dead under the rubble. <a target=\"_blank\" href=\"https:\/\/www.btselem.org\/hebrew\/gaza_strip\/20231205_israel_is_not_fighting_against_hamas_but_against_civilians_implementing_a_criminal_policy_of_bombings\" >According to<\/a> the human rights group B\u2019Tselem, the bombing that day destroyed dozens of buildings, killed dozens of people, and buried hundreds under the ruins of their homes.<\/p>\n<h3>\u2018Entire families were killed\u2019<\/h3>\n<p>Intelligence sources told +972 and Local Call they took part in even deadlier strikes. In order to assassinate Ayman Nofal, the commander of Hamas\u2019 Central Gaza Brigade, a source said the army authorized the killing of approximately 300 civilians, <a target=\"_blank\" href=\"https:\/\/www.ynet.co.il\/news\/article\/ryxl6b2116\" >destroying several buildings<\/a> in airstrikes on Al-Bureij refugee camp on Oct. 17, based on an imprecise pinpointing of Nofal. Satellite footage and <a target=\"_blank\" href=\"https:\/\/twitter.com\/Roaastudies\/status\/1714253580792643820\" >videos<\/a> from the scene show the destruction of several large multi-storey apartment buildings.<\/p>\n<p>\u201cBetween 16 to 18 houses were wiped out in the attack,\u201d Amro Al-Khatib, a resident of the camp, told +972 and Local Call. \u201cWe couldn\u2019t tell one apartment from the other \u2014 they all got mixed up in the rubble, and we found human body parts everywhere.\u201d<\/p>\n<p>In the aftermath, Al-Khatib recalled around 50 dead bodies being pulled out of the rubble, and around 200 people wounded, many of them gravely. But that was just the first day. The camp\u2019s residents spent five days pulling the dead and injured out, he said.<\/p>\n<div id=\"attachment_177462\" class=\"wp-caption alignnone\">\n<p><a target=\"_blank\" href=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/04\/main_image52153_Ke1nD80YfY.jpg\" class=\"lightbox-link\"  data-featherlight=\"image\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium_large wp-image-177462 wraped\" title=\"Palestinians digging with bear hands find a dead body in the rubble after an Israeli airstrike which killed dozens Palestinians in the middle of Al-Maghazi refugee camp, central Gaza Strip, November 5, 2023. (Mohammed Zaanoun\/Activestills)\" src=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/04\/main_image52153_Ke1nD80YfY-1280x853.jpg\" alt=\"Palestinians digging with bear hands find a dead body in the rubble after an Israeli airstrike which killed dozens Palestinians in the middle of Al-Maghazi refugee camp, central Gaza Strip, November 5, 2023. (Mohammed Zaanoun\/Activestills)\" width=\"768\" height=\"512\" data-caption=\"Palestinians digging with bear hands find a dead body in the rubble after an Israeli airstrike which killed dozens Palestinians in the middle of Al-Maghazi refugee camp, central Gaza Strip, November 5, 2023. (Mohammed Zaanoun\/Activestills)\" \/><\/a><\/p>\n<div class=\"wp-caption-text\">Palestinians digging with bear hands find a dead body in the rubble after an Israeli airstrike which killed dozens Palestinians in the middle of Al-Maghazi refugee camp, central Gaza Strip, November 5, 2023. (Mohammed Zaanoun\/Activestills)<\/div>\n<\/div>\n<p>Nael Al-Bahisi, a paramedic, was one of the first on the scene. He counted between 50-70 casualties on that first day. \u201cAt a certain moment, we understood the target of the strike was Hamas commander Ayman Nofal,\u201d he told +972 and Local Call. \u201cThey killed him, and also many people who didn\u2019t know he was there. Entire families with children were killed.\u201d<\/p>\n<p>Another intelligence source told +972 and Local Call that the army <a target=\"_blank\" href=\"https:\/\/www.israelhayom.co.il\/news\/defense\/article\/14992654\" >destroyed a high-rise building<\/a> in Rafah in mid-December, killing \u201cdozens of civilians,\u201d in order <a target=\"_blank\" href=\"https:\/\/www.israelhayom.co.il\/news\/defense\/article\/14992654\" >to try to kill<\/a> Mohammed Shabaneh, the commander of Hamas\u2019 Rafah Brigade (it is not clear whether or not he was killed in the attack). Often, the source said, the senior commanders hide in tunnels that pass under civilian buildings, and therefore the choice to assassinate them with an airstrike necessarily kills civilians.<\/p>\n<p>\u201cMost of those injured were children,\u201d said Wael Al-Sir, 55, who witnessed the large-scale strike believed by some Gazans to have been the assassination attempt. He told +972 and Local Call that the bombing on Dec. 20 destroyed an \u201centire residential block\u201d and killed at least 10 children.<\/p>\n<p>\u201cThere was a completely permissive policy regarding the casualties of [bombing] operations \u2014 so permissive that in my opinion it had an element of revenge,\u201d D., an intelligence source, claimed. \u201cThe core of this was the assassinations of senior [Hamas and PIJ commanders] for whom they were willing to kill hundreds of civilians. We had a calculation: how many for a brigade commander, how many for a battalion commander, and so on.\u201d<\/p>\n<p>\u201cThere were regulations, but they were just very lenient,\u201d said E., another intelligence source. \u201cWe\u2019ve killed people with collateral damage in the high double-digits, if not low triple-digits. These are things that haven\u2019t happened before.\u201d<\/p>\n<div id=\"attachment_175496\" class=\"wp-caption alignnone\">\n<p><a target=\"_blank\" href=\"https:\/\/static.972mag.com\/www\/uploads\/2023\/11\/F231022ARK013.jpg\" class=\"lightbox-link\"  data-featherlight=\"image\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium_large wp-image-175496 wraped\" title=\"Palestinians inspect their homes and try to rescue their relatives from under the rubble after an Israeli airstrike in the city of Rafah, southern Gaza Strip, October 22, 2023. (Abed Rahim Khatib\/Flash90)\" src=\"https:\/\/static.972mag.com\/www\/uploads\/2023\/11\/F231022ARK013-1280x853.jpg\" alt=\"Palestinians inspect their homes and try to rescue their relatives from under the rubble after an Israeli airstrike in the city of Rafah, southern Gaza Strip, October 22, 2023. (Abed Rahim Khatib\/Flash90)\" width=\"768\" height=\"512\" data-caption=\"Palestinians inspect their homes and try to rescue their relatives from under the rubble after an Israeli airstrike in the city of Rafah, southern Gaza Strip, October 22, 2023. (Abed Rahim Khatib\/Flash90)\" \/><\/a><\/p>\n<div class=\"wp-caption-text\">Palestinians inspect their homes and try to rescue their relatives from under the rubble after an Israeli airstrike in the city of Rafah, southern Gaza Strip, October 22, 2023. (Abed Rahim Khatib\/Flash90)<\/div>\n<\/div>\n<p>Such a high rate of \u201ccollateral damage\u201d is exceptional not only compared to what the Israeli army previously deemed acceptable, but also compared to the wars waged by the United States in Iraq, Syria, and Afghanistan.<\/p>\n<p>General Peter Gersten, Deputy Commander for Operations and Intelligence in the operation to fight ISIS in Iraq and Syria, <a target=\"_blank\" href=\"https:\/\/www.defensedaily.com\/pentagon-removed-non-combatant-casualty-cut-off-value-doctrine-2018\/pentagon\/\" >told<\/a> a U.S. defense magazine in 2021 that an attack with collateral damage of 15 civilians deviated from procedure; to carry it out, he had to obtain special permission from the head of the U.S. Central Command, General Lloyd Austin, who is now Secretary of Defense.<\/p>\n<p>\u201cWith Osama Bin Laden, you\u2019d have an NCV [Non-combatant Casualty Value] of 30, but if you had a low-level commander, his NCV was typically zero,\u201d Gersten said. \u201cWe ran zero for the longest time.\u201d<\/p>\n<h3>\u2018We were told: \u201cWhatever you can, bomb\u201d\u2019<\/h3>\n<p>All the sources interviewed for this investigation said that Hamas\u2019 massacres on October 7 and kidnapping of hostages greatly influenced the army\u2019s fire policy and collateral damage degrees. \u201cAt first, the atmosphere was painful and vindictive,\u201d said B., who was drafted into the army immediately after October 7, and served in a target operation room. \u201cThe rules were very lenient. They took down four buildings when they knew the target was in one of them. It was crazy.<\/p>\n<p>\u201cThere was a dissonance: on the one hand, people here were frustrated that we were not attacking enough,\u201d B. continued. \u201cOn the other hand, you see at the end of the day that another thousand Gazans have died, most of them civilians.\u201d<\/p>\n<p>\u201cThere was hysteria in the professional ranks,\u201d said D., who was also drafted immediately after October 7. \u201cThey had no idea how to react at all. The only thing they knew to do was to just start bombing like madmen to try to dismantle Hamas\u2019 capabilities.\u201d<\/p>\n<div id=\"attachment_174647\" class=\"wp-caption alignnone\">\n<p><a target=\"_blank\" href=\"https:\/\/static.972mag.com\/www\/uploads\/2023\/10\/F231019CG008.jpg\" class=\"lightbox-link\"  data-featherlight=\"image\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium_large wp-image-174647 wraped\" title=\"Defence Minister Yoav Gallant speaks with Israeli soldiers at a staging area not far from the Gaza fence, October 19, 2023. (Chaim Goldberg\/Flash90)\" src=\"https:\/\/static.972mag.com\/www\/uploads\/2023\/10\/F231019CG008-1280x854.jpg\" alt=\"Defence Minister Yoav Gallant speaks with Israeli soldiers at a staging area not far from the Gaza fence, October 19, 2023. (Chaim Goldberg\/Flash90)\" width=\"768\" height=\"512\" data-caption=\"Defence Minister Yoav Gallant speaks with Israeli soldiers at a staging area not far from the Gaza fence, October 19, 2023. (Chaim Goldberg\/Flash90)\" \/><\/a><\/p>\n<div class=\"wp-caption-text\">Defence Minister Yoav Gallant speaks with Israeli soldiers at a staging area not far from the Gaza fence, October 19, 2023. (Chaim Goldberg\/Flash90)<\/div>\n<\/div>\n<p>D. stressed that they were not explicitly told that the army\u2019s goal was \u201crevenge,\u201d but expressed that \u201cas soon as every target connected to Hamas becomes legitimate, and with almost any collateral damage being approved, it is clear to you that thousands of people are going to be killed. Even if officially every target is connected to Hamas, when the policy is so permissive, it loses all meaning.\u201d<\/p>\n<p>A. also used the word \u201crevenge\u201d to describe the atmosphere inside the army after October 7. \u201cNo one thought about what to do afterward, when the war is over, or how it will be possible to live in Gaza and what they will do with it,\u201d A. said. \u201cWe were told: now we have to fuck up Hamas, no matter what the cost. Whatever you can, you bomb.\u201d<\/p>\n<p>B., the senior intelligence source, said that in retrospect, he believes this \u201cdisproportionate\u201d policy of killing Palestinians in Gaza also endangers Israelis, and that this was one of the reasons he decided to be interviewed.<\/p>\n<p>\u201cIn the short term, we are safer, because we hurt Hamas. But I think we\u2019re less secure in the long run. I see how all the bereaved families in Gaza \u2014 which is nearly everyone \u2014 will raise the motivation for [people to join] Hamas 10 years down the line. And it will be much easier for [Hamas] to recruit them.\u201d<\/p>\n<p>In a statement to +972 and Local Call, the Israeli army denied much of what the sources told us, claiming that \u201ceach target is examined individually, while an individual assessment is made of the military advantage and collateral damage expected from the attack \u2026 The IDF does not carry out attacks when the collateral damage expected from the attack is excessive in relation to the military advantage.\u201d<\/p>\n<h3>STEP 5: CALCULATING COLLATERAL DAMAGE<\/h3>\n<h3>\u2018The model was not connected to reality\u2019<\/h3>\n<p>According to the intelligence sources, the Israeli army\u2019s calculation of the number of civilians expected to be killed in each house alongside a target \u2014 a procedure examined in a <a target=\"_blank\" href=\"https:\/\/www.972mag.com\/mass-assassination-factory-israel-calculated-bombing-gaza\/\" >previous investigation<\/a> by +972 and Local Call \u2014 was conducted with the help of automatic and inaccurate tools. In previous wars, intelligence personnel would spend a lot of time verifying how many people were in a house that was set to be bombed, with the number of civilians liable to be killed listed as part of a \u201ctarget file.\u201d After October 7, however, this thorough verification was largely abandoned in favor of automation.<\/p>\n<p>In October, The New York Times <a target=\"_blank\" href=\"https:\/\/www.nytimes.com\/2023\/10\/16\/world\/middleeast\/gaza-invasion-israel-cellphone-data.html\" >reported<\/a> on a system operated from a special base in southern Israel, which collects information from mobile phones in the Gaza Strip and provided the military with a live estimate of the number of Palestinians who fled the northern Gaza Strip southward. Brig. General Udi Ben Muha told the Times that \u201cIt\u2019s not a 100 percent perfect system \u2014 but it gives you the information you need to make a decision.\u201d The system operates according to colors: red marks areas where there are many people, and green and yellow mark areas that have been relatively cleared of residents.<\/p>\n<div id=\"attachment_175999\" class=\"wp-caption alignnone\">\n<p><a target=\"_blank\" href=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/01\/F231110AM03.jpg\" class=\"lightbox-link\"  data-featherlight=\"image\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium_large wp-image-175999 wraped\" title=\"Palestinians walk on a main road after fleeing from their homes in Gaza City to the southern part of Gaza, November 10, 2023. (Atia Mohammed\/Flash90)\" src=\"https:\/\/static.972mag.com\/www\/uploads\/2024\/01\/F231110AM03-1280x853.jpg\" alt=\"Palestinians walk on a main road after fleeing from their homes in Gaza City to the southern part of Gaza, November 10, 2023. (Atia Mohammed\/Flash90)\" width=\"768\" height=\"512\" data-caption=\"Palestinians walk on a main road after fleeing from their homes in Gaza City to the southern part of Gaza, November 10, 2023. (Atia Mohammed\/Flash90)\" \/><\/a><\/p>\n<div class=\"wp-caption-text\">Palestinians walk on a main road after fleeing from their homes in Gaza City to the southern part of Gaza, November 10, 2023. (Atia Mohammed\/Flash90)<\/div>\n<\/div>\n<p>The sources who spoke to +972 and Local Call described a similar system for calculating collateral damage, which was used to decide whether to bomb a building in Gaza. They said that the software calculated the number of civilians residing in each home before the war \u2014 by assessing the size of the building and reviewing its list of residents \u2014 and then reduced those numbers by the proportion of residents who supposedly evacuated the neighborhood.<\/p>\n<p>To illustrate, if the army estimated that half of a neighborhood\u2019s residents had left, the program would count a house that usually had 10 residents as a house containing five people. To save time, the sources said, the army did not surveil the homes to check how many people were actually living there, as it did in previous operations, to find out if the program\u2019s estimate was indeed accurate.<\/p>\n<p>\u201cThis model was not connected to reality,\u201d claimed one source. \u201cThere was no connection between those who were in the home now, during the war, and those who were listed as living there prior to the war. [On one occasion] we bombed a house without knowing that there were several families inside, hiding together.\u201d<\/p>\n<p>The source said that although the army knew that such errors could occur, this imprecise model was adopted nonetheless, because it was faster. As such, the source said, \u201cthe collateral damage calculation was completely automatic and statistical\u201d \u2014 even producing figures that were not whole numbers.<\/p>\n<h3>STEP 6: BOMBING A FAMILY HOME<\/h3>\n<h3>\u2018You killed a family for no reason\u2019<\/h3>\n<p>The sources who spoke to +972 and Local Call explained that there was sometimes a substantial gap between the moment that tracking systems like Where\u2019s Daddy? alerted an officer that a target had entered their house, and the bombing itself \u2014 leading to the killing of whole families even without hitting the army\u2019s target. \u201cIt happened to me many times that we attacked a house, but the person wasn\u2019t even home,\u201d one source said. \u201cThe result is that you killed a family for no reason.\u201d<\/p>\n<p>Three intelligence sources told +972 and Local Call that they had witnessed an incident in which the Israeli army bombed a family\u2019s private home, and it later turned out that the intended target of the assassination was not even inside the house, since no further verification was conducted in real time.<\/p>\n<div id=\"attachment_174976\" class=\"wp-caption alignnone\">\n<p><a target=\"_blank\" href=\"https:\/\/static.972mag.com\/www\/uploads\/2023\/11\/F231106ARK01.jpg\" class=\"lightbox-link\"  data-featherlight=\"image\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium_large wp-image-174976 wraped\" title=\"Palestinians receive the bodies of relatives who were killed in Israeli airstrikes, Al-Najjar Hospital, southern Gaza Strip, November 6, 2023. (Abed Rahim Khatib\/Flash90)\" src=\"https:\/\/static.972mag.com\/www\/uploads\/2023\/11\/F231106ARK01-1280x853.jpg\" alt=\"Palestinians receive the bodies of relatives who were killed in Israeli airstrikes, Al-Najjar Hospital, southern Gaza Strip, November 6, 2023. (Abed Rahim Khatib\/Flash90)\" width=\"768\" height=\"512\" data-caption=\"Palestinians receive the bodies of relatives who were killed in Israeli airstrikes, Al-Najjar Hospital, southern Gaza Strip, November 6, 2023. (Abed Rahim Khatib\/Flash90)\" \/><\/a><\/p>\n<div class=\"wp-caption-text\">Palestinians receive the bodies of relatives who were killed in Israeli airstrikes, Al-Najjar Hospital, southern Gaza Strip, November 6, 2023. (Abed Rahim Khatib\/Flash90)<\/div>\n<\/div>\n<p>\u201cSometimes [the target] was at home earlier, and then at night he went to sleep somewhere else, say underground, and you didn\u2019t know about it,\u201d one of the sources said. \u201cThere are times when you double-check the location, and there are times when you just say, \u2018Okay, he was in the house in the last few hours, so you can just bomb.\u2019\u201d<\/p>\n<p>Another source described a similar incident that affected him and made him want to be interviewed for this investigation. \u201cWe understood that the target was home at 8 p.m. In the end, the air force bombed the house at 3 a.m. Then we found out [in that span of time] he had managed to move himself to another house with his family. There were two other families with children in the building we bombed.\u201d<\/p>\n<p>In previous wars in Gaza, after the assassination of human targets, Israeli intelligence would carry out bomb damage assessment (BDA) procedures \u2014 a routine post-strike check to see if the senior commander was killed and how many civilians were killed along with him. As revealed in a <a target=\"_blank\" href=\"https:\/\/www.972mag.com\/gaza-soldiers-civilians-intelligence\/\" >previous +972 and Local Call investigation<\/a>, this involved listening in to phone calls of relatives who lost their loved ones. In the current war, however, at least in relation to junior militants marked using AI, sources say this procedure was abolished in order to save time. The sources said they did not know how many civilians were actually killed in each strike, and for the low-ranking suspected Hamas and PIJ operatives marked by AI, they did not even know whether the target himself was killed.<\/p>\n<p>\u201cYou don\u2019t know exactly how many you killed, and who you killed,\u201d an intelligence source <a target=\"_blank\" href=\"https:\/\/twitter.com\/yuval_abraham\/status\/1750123648533324158?lang=en\" >told Local Call<\/a> for a previous investigation published in January. \u201cOnly when it\u2019s senior Hamas operatives do you follow the BDA procedure. In the rest of the cases, you don\u2019t care. You get a report from the air force about whether the building was blown up, and that\u2019s it. You have no idea how much collateral damage there was; you immediately move on to the next target. The emphasis was to create as many targets as possible, as quickly as possible.\u201d<\/p>\n<p>But while the Israeli military may move on from each strike without dwelling on the number of casualties, Amjad Al-Sheikh, the Shuja\u2019iya resident who lost 11 of his family members in the Dec. 2 bombardment, said that he and his neighbors are still searching for corpses.<\/p>\n<p>\u201cUntil now, there are bodies under the rubble,\u201d he said. \u201cFourteen residential buildings were bombed with their residents inside. Some of my relatives and neighbors are still buried.\u201d<\/p>\n<p>___________________________________________<\/p>\n<blockquote><p><em><strong>Read More:<\/strong><\/em><\/p><\/blockquote>\n<div class=\"ordering-wrapper\">\n<div class=\"ordering cols6\">\n<div id=\"175465\" class=\"item news read-more\">\n<div class=\"item-content\">\n<ul>\n<li class=\"headline\"><em><a target=\"_blank\" href=\"https:\/\/www.972mag.com\/mass-assassination-factory-israel-calculated-bombing-gaza\/\" > \u2018A mass assassination factory\u2019: Inside Israel\u2019s calculated bombing of Gaza <\/a><\/em><\/li>\n<li class=\"headline\"><em><a target=\"_blank\" href=\"https:\/\/www.972mag.com\/gaza-ceasefire-un-resolution-america\/\" >Even without a UN veto, Gaza remains hostage to US power <\/a><\/em><\/li>\n<li class=\"headline\"><a target=\"_blank\" href=\"https:\/\/www.972mag.com\/ceasefire-opposition-israelis-gaza\/\" ><em>Why do Israelis feel so threatened by a ceasefire?<\/em> <\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p style=\"padding-left: 40px;\"><em><a href=\"https:\/\/www.transcend.org\/tms\/wp-content\/uploads\/2023\/12\/Yuval-abraham-e1701414061254.webp\" ><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full wp-image-249504\" src=\"https:\/\/www.transcend.org\/tms\/wp-content\/uploads\/2023\/12\/Yuval-abraham-e1701414061254.webp\" alt=\"\" width=\"80\" height=\"80\" \/><\/a><\/em><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><em>Yuval Abraham is a journalist and filmmaker based in Jerusalem.<\/em><\/p>\n<p>&nbsp;<\/p>\n<p><a target=\"_blank\" href=\"https:\/\/www.972mag.com\/lavender-ai-israeli-army-gaza\/\" >Go to Original &#8211; 972mag.com<\/a><\/p>\n<p>&nbsp;<\/p>\n<p class=\"western\"><span style=\"color: #ff0000;\"><span style=\"font-size: large;\"><i><b>Join the<\/b><\/i><\/span><\/span><i><b> <\/b><\/i><span style=\"color: #ff0000;\"><span style=\"font-size: large;\"><i><b>BDS-BOYCOTT, DIVESTMENT, SANCTIONS <\/b><\/i><\/span><\/span><span style=\"color: #ff0000;\"><span style=\"font-size: large;\"><i><b>campaign<\/b><\/i><\/span><\/span><span style=\"font-size: large;\"> to protest the Israeli barbaric siege of Gaza, illegal occupation of the Palestine nation\u2019s territory, the apartheid wall, its inhuman and degrading treatment of the Palestinian people, and the more than 7,000 Palestinian men, women, elderly and children arbitrarily locked up in Israeli prisons.<\/span><\/p>\n<p class=\"western\"><span style=\"color: #ff0000;\"><span style=\"font-size: large;\"><b>DON&#8217;T BUY<\/b><\/span><\/span> <span style=\"color: #ff0000;\"><span style=\"font-size: large;\"><b>PRODUCTS WHOSE<\/b><\/span><\/span> <span style=\"color: #ff0000;\"><span style=\"font-size: large;\"><b>BARCODE<\/b><\/span><\/span><span style=\"color: #ff0000;\"><span style=\"font-size: large;\"><b> STARTS WITH<\/b><\/span><\/span> <span style=\"color: #ff0000;\"><span style=\"font-size: large;\"><b>729<\/b><\/span><\/span><span style=\"font-size: large;\">, which indicates that it is produced in Israel. <\/span><span style=\"color: #ff0000;\"><span style=\"font-size: large;\"><b>DO YOUR PART! MAKE A DIFFERENCE!<\/b><\/span><\/span><\/p>\n<p class=\"western\"><span style=\"color: #ff0000;\"><span style=\"font-size: large;\"><b>7 2 9: BOYCOTT FOR JUSTICE!<\/b><\/span><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The Israeli army has marked tens of thousands of Gazans as suspects for assassination, using an AI targeting system with little human oversight and a permissive policy for casualties.<\/p>\n","protected":false},"author":4,"featured_media":258823,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3078],"tags":[1733,532,1854,2898,1199,2242,87,865,1643,1029,1966,1644,88,2416,3256,715,427,124,70,965,1025],"class_list":["post-258820","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence-ai","tag-artificial-intelligence-ai","tag-colonialism","tag-crimes-against-humanity","tag-ecocide","tag-ethnic-cleansing","tag-famine","tag-gaza","tag-genocide","tag-genocide-convention","tag-hamas","tag-hunger","tag-international-court-of-justice-icj","tag-israel","tag-israeli-occupation","tag-lavender","tag-massacre","tag-palestine","tag-united-nations","tag-usa","tag-war-crimes","tag-west-bank"],"_links":{"self":[{"href":"https:\/\/www.transcend.org\/tms\/wp-json\/wp\/v2\/posts\/258820","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.transcend.org\/tms\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.transcend.org\/tms\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.transcend.org\/tms\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.transcend.org\/tms\/wp-json\/wp\/v2\/comments?post=258820"}],"version-history":[{"count":6,"href":"https:\/\/www.transcend.org\/tms\/wp-json\/wp\/v2\/posts\/258820\/revisions"}],"predecessor-version":[{"id":258883,"href":"https:\/\/www.transcend.org\/tms\/wp-json\/wp\/v2\/posts\/258820\/revisions\/258883"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.transcend.org\/tms\/wp-json\/wp\/v2\/media\/258823"}],"wp:attachment":[{"href":"https:\/\/www.transcend.org\/tms\/wp-json\/wp\/v2\/media?parent=258820"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.transcend.org\/tms\/wp-json\/wp\/v2\/categories?post=258820"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.transcend.org\/tms\/wp-json\/wp\/v2\/tags?post=258820"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}