Ukraine’s battlefield data is being used as LEVERAGE to train the future of military AI

Imagine a drone, no larger than a dinner plate, humming through the skeletal remains of a bombed-out village. It doesn’t hesitate. It doesn’t feel. It simply knows — its artificial brain trained on millions of hours of combat footage, every pixel of destruction meticulously logged, every human movement analyzed like a chessboard. This isn’t science fiction. It’s the future Ukraine is quietly shopping to the highest bidder. Data obtained from the Ukraine-Russia war will soon be used to train military AI to make future war time missions more efficient, more cold and calculated.

For over three and a half years, Ukraine has been more than a battleground — it’s been a lab. A brutal, real-world experiment in how machines learn to kill. Now, as the war grinds on, Kyiv isn’t just fighting for survival. It’s negotiating with its Western allies, dangling something far more valuable than territory or political loyalty: data. Terabytes of it. Footage from first-person-view drones that have stalked Russian tanks like predators. Reconnaissance feeds that map every explosion, every ambush, every death in excruciating detail. And Ukraine’s digital minister, Mykhailo Fedorov, has made one thing clear — this isn’t charity. It’s a transaction. “I think this is one of the ‘cards,’ as our colleagues and partners say, to build win-win relations,” he told Reuters, his words carrying the cold precision of a man who understands leverage. The question isn’t whether this data will be sold. It’s who will wield it — and what happens when they do.

Key points:

  • Ukraine has amassed an unprecedented trove of battlefield data, including drone footage and combat statistics, which is now being positioned as a negotiating tool with Western allies.
  • The data is critical for training military AI, particularly for autonomous drone swarms and target recognition systems, making it a prized asset for defense contractors and governments.
  • Ukraine’s “points system” for confirmed kills has gamified war, incentivizing troops to destroy more Russian targets in exchange for drones and weapons — further feeding the data machine.
  • Experts warn that AI-trained weapons systems could soon operate with full autonomy, raising ethical and existential questions about machine-driven warfare and the risk of uncontrollable kill chains.
  • Historical patterns suggest that warfare technology often escapes its original intent, with civilian casualties rising as automation increases — yet global powers are racing to deploy it.
  • The long-term implications extend beyond Ukraine: this data could accelerate a new arms race, where AI-driven weapons decide who lives and who dies — without human oversight.

The black box of modern war

Fedorov didn’t minced words when he called the data “priceless.” And he’s right. In the hands of defense firms like Palantir — which already works with Ukraine to analyze Russian strikes and disinformation — this isn’t just intelligence. It’s the raw material for the next generation of war. Imagine an AI that doesn’t just assist pilots but replaces them. Drones that don’t just follow orders but make them. Systems that can identify, track, and eliminate targets faster than a human can blink.

Ukraine has already dipped its toes into this future. Fedorov admitted that Kyiv uses AI to scan reconnaissance imagery for targets that would take humans “dozens of hours” to find. They’re testing fully autonomous drones — machines that could soon hunt in swarms, coordinating attacks without a single soldier pulling the trigger. And they’re not alone. The U.S., China, and Russia are all pouring billions into AI-driven warfare, each racing to outpace the others. But Ukraine’s data is different. It’s not simulated. It’s not theoretical. It’s real death, digitized and weaponized.

The problem? We’ve seen this movie before. Every major leap in military technology — from machine guns to atomic bombs — has been sold as a way to end war faster. Instead, it’s made war more efficient, more distant, and more devastating. When the first autonomous drone swarm is unleashed, will it distinguish between a soldier and a civilian? Will it care? Or will it simply follow the patterns it’s been trained on — patterns built on Ukraine’s kill zones, where the line between combatant and bystander has already blurred?

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EU science grants are funding Israeli military tech, data shows

The EU has given Israeli technology start-ups run by ex-IDF soldiers nearly half a billion euros in research grants since the start of the Gaza genocide. Some of the founders of these tech start-ups have served as reservists in Gaza, and in at least one instance the technology has been deployed to aid the genocide.

This article was originally published by ¡Do Not Panic!

The Horizon Europe program, described by the EU as ‘a scientific research initiative to develop a sustainable and livable society in Europe,’ has awarded around 475 million euros to 348 Israeli start-ups and research projects since October 2023, many of which are run by former IDF soldiers and intelligence officers.

In 2024, the EU awarded grants of €220m to 179 companies and initiatives run by Israelis. The scale of this funding, coming in a year when the world’s pre-eminent genocide experts all declared Israel was committing a genocide, a year in which entire cities were wiped out and tens of thousands of civilians murdered, is staggering.

In the same year Israel was also the third largest recipient, behind France and Germany, of ‘accelerator’ grants, a separate component of the Horizon program intended to support small and medium-sized companies working to improve life in Europe.

In 2025, the year in which Israel announced its full-scale ethnic cleansing plans and scholars estimated that 434,000 Palestinians in Gaza had been murdered by Israel, EU funding for Israeli tech initiatives still topped 110 million euros.

And this summer, with Gaza being driven officially into famine by Israel’s deliberate starvation campaign and as the Knesset was voting through a final solution, the EU was still dolling out tens of millions to companies run by ex-IDF personnel.

Horizon funding is critical to Israeli science and the Israeli economy. Since the inception of the programme in 1996, the EU has given Israeli companies, some of which have been directly spun out from the Israeli military, €3.4 billion euros. Israel is by far the largest non-EU recipient of Horizon, and its researchers are given an extremely generous, even curious amount of money for a program designed to support European researchers and European society. The president of Israel’s Academy of Sciences and Humanities said in May that cutting Israel off from EU research and innovation funds would be “almost a death sentence for Israeli science.”

Israel’s participation in the Horizon program has drawn attention in the past. Campaigners have argued the program is breaking its purely civilian mandate by giving money to Israeli institutions linked to the security state, and have demanded Israel is cut from the program. Under pressure with the genocide of Gaza moving into its final stages, the European Commission recently proposed a limited, partial ban on Israeli access to Horizon. It’s unclear though if the tepid move will garner enough votes from member states to pass. While Israel’s participation in Horizon has been the subject of controversy, the individuals behind these EU-funded initiatives, many of whom have a significant military background, have not previously been named. I’ve also found clear evidence that the program, which is mandated to support exclusively civilian applications, has funded military technology deployed during the genocide of Gaza.

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In defiance of voter base, DNC rejects resolution calling for Israel arms embargo

On Tuesday, Democratic National Committee (DNC) members at the party’s summer meetings rejected Resolution 18, which called for the recognition of a Palestinian state, a ceasefire in Gaza, an arms embargo, and a suspension of military aid to Israel.

Instead, members backed a status quo resolution introduced by DNC Chair Ken Martin, which simply called for more aid to be allowed into Gaza and a two-state solution. Despite the support, Martin went on to withdraw the resolution.

“I know that there are some who are interested in making changes today, but as we’ve seen, there’s divide in our party on this issue,” said Martin. “This is a moment that calls for shared dialog. It calls for shared advocacy, and that’s why I’ve decided today, at this moment, listening to the testimony and listening to people in our party, to withdraw my amendment and resolution.”

Martin says he will establish a task force “comprised of stakeholders on all sides of this” so that they can “bring solutions back to our party.”

Resolution 18 had faced opposition from lobby groups like Democratic Majority for Israel (DMFI).

“Should it advance, it will further divide our Party, provide a gift to Republicans, and send a signal that will embolden Israel’s adversaries,” claimed DMFI president and CEO Brian Romick. “As we get closer to the midterms, Democrats need to be united, not continuing intra-party fights that don’t get us closer to taking back Congress.”

Polling has consistently shown that Democratic voters are, in fact, united on Israel. A majority of them oppose the genocide in Gaza and want the Israeli government held accountable for its actions in the region.

This month, YouGov and The Economist published a poll showing that 69% of Democrats believe Israel is committing genocide in Gaza. That includes 77% of Kamala Harris voters.

According to a June Quinnipiac survey, 12% of Democratic voters sympathize more with Israelis than Palestinians, while a July Gallup poll found that just 8% of Democratic voters support Israel’s military actions in Gaza and only 9% support Israeli Prime Minister Benjamin Netanyahu.

An April poll from Data for Progress and Zeteo showed that 71% of likely Democratic primary voters think the United States should end arms transfers to Israel until it stops its attacks on civilians and supports the rights of the Palestinians.

80% of likely Democratic primary voters under the age of 45 believe that military assistance to Israel should be restricted.

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Pentagon backs X-energy’s mini nuclear reactor to boost military energy resilience

The US Department of Defense (DoD) and the Department of the Air Force have signed an agreement with X-energy Reactor Company to advance the development of its commercial microreactor.

The agreement has been made with the goal of deploying advanced nuclear technologies at DoD installations to support national security. It aligns with President Donald Trump’s executive order issued in May 2025.

It will support the design and development of X-energy’s XENITH microreactor under the Advanced Nuclear Power for Installations (ANPI) program, which DIU leads in partnership with the Department of the Air Force.

The program aims to accelerate the deployment of next-generation microreactor technologies to provide power at military installations.

It enables government agencies to engage with private companies under a flexible contracting mechanism that allows for faster development and deployment of commercial nuclear systems.

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The US Has Given Ukraine The Most Aid To Date

To date, the United States has been the biggest supporter of Ukraine in terms of aid, according to data from the Ukraine Support Tracker compiled by the Kiel Institute for the World Economy (IfW Kiel).

EU institutions (including the European Commission and the Council), followed by Germany and the United Kingdom have been the next biggest contributors.

As Statista’s Anna Fleck shows in the following chart, financial assistance (such as loans and grants), humanitarian aid (like food and medical supplies), and the value of weapons and equipment delivered is enormous.

This included in-kind donations to the Ukrainian military and financial support tied to military purposes.

When looking solely at military aid, including weapons and defense-related financial support, Germany ranks second, contributing an estimated €16.5 billion.

The United States remains the largest military backer, however, having delivered weapons and military funds totaling approximately €115 billion between January 24, 2022 and June 30, 2025.

In early March 2025, U.S. military aid was briefly paused, but resumed on March 11 after Ukraine signaled openness to a potential ceasefire.

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Something Is Rotten in the States of America

Something is Rotten in the States of America.

America’s war budget now exceeds $1 trillion a year – an almost unimaginable sum.

The Pentagon plans to spend $1.7 trillion “modernizing” a nuclear triad that should instead be downsized. A proposed “Golden Dome” missile defense system may cost $500 billion while making nuclear war more likely. And a “new” Cold War with China and Russia is already underway, with threat inflation as one of its defining features.

With military spending so high – and the military so valorized – Washington offers it as the solution to nearly everything: crime in D.C., eliminating drug cartels south of the border, containing China and Russia, “winning” in Somalia, preventing Iran from acquiring nuclear weapons – the list is endless. Supporting and defending the Constitution, however, is rarely mentioned.

War has become America’s new normal. “Peace” is now a word that dare not speak its name. According to the Pentagon, the only peace worth pursuing is “peace through [military] strength.” A warrior ethos is marketed as if it were synonymous with democratic virtue.

I once called for a 10% reduction in Pentagon spending. That’s no longer enough. We need a 50% cut – we need a military dedicated to genuine national defense, not imperial dominance. Surely we can protect America for $500 billion a year rather than the $1 trillion we’re spending now.

Changing the narrative is crucial. Why do we need 750+ bases overseas? Why expand our nuclear arsenal when we already have 5,000 warheads? We don’t need these things – they are the hallmarks of wasteful militarism. They escalate tensions, endanger us, and drain the nation’s wealth.

And why do we have 17 or 18 intelligence agencies? Despite all that intelligence, we still lost in Vietnam, Iraq, and Afghanistan. Where is the accountability? Why are no generals relieved of command for such failures? In fact, they’re more likely to fail upwards.

“All governments lie,” as I.F. Stone warned. Combine that with the truth that war’s first casualty is truth itself, and you begin to see the rot in America today. Perpetual war fuels deception and government overreach. Almost anything can be justified when the cry is, “We’re at war!” – even when the reasons for going to war are false.

Consider the Gulf of Tonkin incident – revealed later as phony – and the Pentagon Papers during the Vietnam War. Consider Iraq’s mythical WMDs. Consider the lies revealed in the Afghan War Papers. Consider the weasel words of generals like David Petraeus, forever hedging “gains” as “fragile” and “reversible.” Consider the U.S. military’s record since World War II – generally ineffective because there’s been little accountability for failure. (And yes, civilian leaders share the blame.)

The military-industrial complex grows ever more powerful, sidelining the American people while democracy withers.

Something is rotten in the States of America.

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New Details Emerge About Golden Dome’s Four-Layer Missile Defense Shield

The “Hemispheric Defense” theme is gaining momentum with new details emerging that the Golden Dome missile defense system will comprise of four layers: one space-based and three ground-based, including 11 short-range batteries positioned across the continental U.S., Alaska, and Hawaii. 

Reuters cited a U.S. government slide presentation on the project, titled “Go Fast, Think Big!”, which was presented to 3,000 defense contractors in Huntsville, Alabama, last week. Think of the Golden Dome as Israel’s Iron Dome on serious steroids, given its complexity and scale. 

According to the slides, the Golden Dome’s missile defense shield architecture calls for:

  • Space layer: satellites for missile warning, tracking, and boost-phase interception.
  • Upper layer: Next Generation Interceptors (NGI), THAAD, and Aegis systems — with a new missile field likely in the Midwest.
  • Under layer: Patriot systems, new radars, and a common launcher for current and future interceptors.

Reuters noted:

One surprise was a new large missile field – seemingly in the Midwest according to a map contained in the presentation – for Next Generation Interceptors (NGI) which are made by Lockheed Martin (LMT.N), opens new tab and would be a part of the “upper layer” alongside Terminal High Altitude Area Defense (THAAD) Aegis systems which Lockheed also makes.

NGI is the modernized missile for the Ground-Based Midcourse Defense (GMD) network of radars, interceptors and other equipment – currently the primary missile defense shield to protect the United States from intercontinental ballistic missiles from rogue states.

The U.S. operates GMD launch sites in southern California and Alaska. This plan would add a third site in the Midwest to counter additional threats.

The Pentagon pointed out challenges such as communication latency across the kill chain (a step-by-step sequence of actions needed to find, target, and destroy a threat). Major defense contractors on the project include Lockheed Martin, Northrop Grumman, RTX, and Boeing; SpaceX was absent from the latest plans. 

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For B-21, Quantity Is Its Most Critical Quality Top Bomber Officer Says

For all the new capabilities the B-21 Raider will bring as an individual aircraft, the U.S. Air Force’s top bomber officer says he is most excited about the sheer numbers of those aircraft that are set to enter service in the coming years. The Operation Midnight Hammer strikes on Iranian nuclear facilities underscored how vital existing B-2 stealth bombers are to U.S. national security, but also the inherent limitations imposed by how few of them were ever built.

Air Force Maj. Gen. Jason Armagost touched on the B-21 and related topics during an online talk that the Air & Space Forces Association’s Mitchell Institute for Aerospace Studies hosted today. Armagost is the commander of the Eighth Air Force, to which the Air Force’s current B-2, B-1, and B-52 bombers are all assigned, as well as the officer in charge of the Joint-Global Strike Operations Center (J-GSOC) at Barksdale Air Force Base in Louisiana.

At present, the Air Force plans to acquire at least 100 B-21s, but senior U.S. military officials have been increasingly advocating for a fleet of 145 of the bombers. A single pre-production Raider is now in flight testing, with a second expected to join it soon. At least four other B-21s are in various stages of production, and a number of non-flying airframes are being used to support ongoing test work. The Raider is expected to eventually replace the Air Force’s current fleet of 19 B-2 bombers, as well as its more than 40 remaining B-1s.

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An Ailing, Flailing, Failing Empire Lashes Out

As a retired U.S. Air Force officer, I firmly believe in civilian control of our military. This country should be a nation of laws — not of special interests, oligarchs, or kings. Before committing our forces to battle, Congress should always declare war in the name of the people. Our military should indeed be a citizen-soldier force, not an isolated caste driven by a warrior ethos. And above all, the United States should be a republic ruled by law and shaped by sound moral values, not a greed-driven empire fueled by militarism.

Yet when I express such views, I feel like I’m clinging to a belief in the tooth fairy, the Easter Bunny, and Santa Claus. It feels idealistic, naïve, even painful to think that way. Yes, I served this country in uniform for 20 years, and now, in the age of Donald Trump, it has, as far as I can tell, thoroughly lost its way. The unraveling began so long ago — most obviously with the disastrous Vietnam War of the 1960s and 1970s, though in truth this country’s imperial desires predated even the Spanish-American War of 1898, stretching back to the wanton suppression of indigenous peoples as part of its founding and expansion.

A glance at U.S. history reveals major atrocities: the displacement and murder of Native Americans, slavery, and all too many imperial misadventures abroad. I knew of such realities when I joined the military in 1985, near the end of the Cold War. Despite its flaws, I believed then that this country was more committed to freedom than the Soviet Union. We could still claim some moral authority as the leader of what we then referred to as “the free world,” however compromised or imperfect our actions were.

That moral authority, however, is now gone. U.S. leaders fully support and unapologetically serve an ongoing genocide against the Palestinian people in Gaza. They sell weapons to nearly every regime imaginable, irrespective of human rights violations. They wage war without Congressional approval — the recent 12-day assault on Iran being just the latest example. (The second Trump administration has, in fact, launched almost as many air strikes, especially in Yemen and Somalia, in its first five months as the Biden administration did in four years.) Those same leaders have been doing a bang-up job dismantling the America I thought I was serving when I took that oath and put on second lieutenant’s bars four decades ago. That America — assuming it ever existed — may now be gone forever.

FUBAR: A Republic in Ruins

My fellow citizens, America is FUBAR (a term that dates from World War II). We are not faintly who we claim to be. Rather than a functioning republic, we are an ailing, flailing, perhaps even failing empire. We embrace war, glorify warriors, and profit mightily from the global arms trade, no matter the civilian toll, including tens of thousands of dead and wounded children in Gaza, among the latest victims of U.S.-made bombs, bullets, and missiles.

Signs of moral rot are everywhere. Our president, who would like to be known for his budget cuts, nonetheless giddily celebrates a record trillion-dollar war budget. Our secretary of defense gleefully promotes a warrior ethos. Congress almost unanimously supports or acquiesces in the destruction of Gaza. Images from the region resemble bombed-out Stalingrad in 1942 or Berlin in 1945. Meanwhile, for more than two decades now, America’s leaders have claimed to be waging a successful global “war on terror” even as they fuel terror across the globe. What do they think all those U.S. weapons are for — spreading peace?

My wife and I cope through dark humor. We see news on cuts to Medicaid, the mentally ill in the streets, and crumbling infrastructure, and quip: “But Bibi [Netanyahu] needs bombs. Or Ukraine does. Or the Pentagon needs more nukes.” That’s why Americans can’t have nice things like health care. That’s why all too many of us are unhoused, in debt, out of work, and desperate. In 1967 — yes, that’s almost 60 years ago! — Martin Luther King warned of exactly this: America’s approaching spiritual death through militarism (aggravated by extreme materialism and racism). That death is visibly here, now.

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Four NATO States Agree To Buy $1 Billion In US Weapons For Ukraine

Denmark, Sweden, Norway, and the Netherlands announced they would buy $1 billion in weapons for Ukraine from the US. 

Copenhagen is pledging to buy $500 million in arms that will be matched by the three Scandinavian countries. “Ukraine is not only fighting for its own security, but also for our security,” Swedish Defense Minister Pal Jonson. 

The Wall Street Journal reports this is the first of several weapon sales to Ukraine paid for by NATO members this summer. 

NATO and President Donald Trump recently unveiled a scheme to send Ukraine $10 billion in US weapons funded by Europe and Canada. However, several European countries have announced they will not participate in the program. 

The WSJ report makes mention of Kyiv’s shopping list:

NATO and Ukraine have established a shopping list of Kyiv’s requirements for lethal and nonlethal equipment, dubbed the Prioritized Ukraine Requirements List. NATO, Ukraine and NATO’s Supreme Allied Commander Europe, U.S. Gen. Alexus Grynkewich, will ensure the packages meet Kyiv’s needs. NATO is dividing the list into packages valued at roughly $500 million apiece

Governments are making financial commitments toward the packages and NATO, which has pledged “rapid delivery from U.S. stockpiles” will coordinate delivery of the arms to Ukraine.

Ukrainian President Zelensky celebrated the announcement. “We already have commitments from the Netherlands, Sweden, Norway, and Denmark – over one billion dollars for American weapons that Ukraine will receive,” he wrote on X. “Thank you! This cooperation with NATO countries will continue.”

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