Israel's Lavender: What could go wrong when AI is used in military operations?

Israel's Lavender: What could go wrong when AI is used in military operations? | GZERO AI
In this episode of GZERO AI, Taylor Owen, professor at the Max Bell School of Public Policy at McGill University and director of its Centre for Media, Technology & Democracy, examines the Israeli Defence Forces' use of an AI system called Lavender to target Hamas operatives. While it reportedly shares hallucination issues familiar with AI systems like ChatGPT, the cost of errors on the battlefront is incomparably severe.

So last week, six Israeli intelligence officials spoke to an investigative reporter for a magazine called +972 about what might be the most dangerous weapon in the war in Gaza right now, an AI system called Lavender.

As I discussed in an earlier video, the Israeli Army has been using AI in their military operations for some time now. This isn't the first time the IDF has used AI to identify targets, but historically, these targets had to be vetted by human intelligence officers. But according to the sources in this story, after the Hamas attack of October 7th, the guardrails were taken off, and the Army gave its officers sweeping approval to bomb targets identified by the AI system.

I should say that the IDF denies this. In a statement to the Guardian, they said that, "Lavender is simply a database whose purpose is to cross-reference intelligence sources." If true, however, it means we've crossed a dangerous Rubicon in the way these systems are being used in warfare. Let me just frame these comments with the recognition that these debates are ultimately about systems that take people's lives. This makes the debate about whether we use them, or how we use them, or how we regulate them and oversee them, both immensely difficult, but also urgent.

In a sense, these systems and the promises that they're based on are not new. Technologies like Palantir have long promised clairvoyance from more and more data. At their core, these systems all work in the same way, users upload raw data into them, in this case, the Israeli army loaded in data on known Hamas operatives, location data, social media profiles, cell phone information, and then these data are used to create profiles of other potential militants.

But of course, these systems are only as good as the training data that they are based on. One source who worked with the team that trained Lavender said that, "Some of the data they used came from the Hamas-run Internal Security Ministry, who aren't considered militants." The source said that, "Even if you believe these people are legitimate targets, by using their profiles to train the AI system, it means the system is more likely to target civilians." And this does appear to be what's happening. The sources say that, "Lavender is 90% accurate," but this raises profound questions about how accurate we expect and demand these systems to be. Like any other AI system, Lavender is clearly imperfect, but context matters. If ChatGPT hallucinates 10% of the time, maybe we're okay with that. But if an AI system is targeting innocent civilians for assassination 10% of the time, most people would likely consider that an unacceptable level of harm.

With the rise of AI systems in the workplace, it seems like an inevitability that militaries around the world will begin to adopt technologies like Lavender. Countries around the world, including the US, have set aside billions for AI-related military spending, which means we need to update our international laws for the AI age as urgently as possible. We need to know how accurate these systems are, what data they're being trained on, how their algorithms are identifying targets, and we need to oversee the use of these systems. It's not hyperbolic to say that new laws in this space will literally be the difference between life and death.

I'm Taylor Owen, and thanks for watching.

More from GZERO Media

Paige Fusco

In a way, Donald Trump’s return means Putin has finally won. Not because of the silly notion that Trump is a “Russian agent” – but because it closes the door finally and fully on the era of post-Cold War triumphalist globalism that Putin encountered when he first came to power.

Venezuelan opposition leader Maria Corina Machado greets supporters at a protest ahead of the Friday inauguration of President Nicolas Maduro for his third term, in Caracas, Venezuela January 9, 2025.
REUTERS/Leonardo Fernandez Viloria

Regime forces violently detained Venezuelan opposition leader María Corina Machado as she left a rally in Caracas on Thursday, just one day before strongman President Nicolás Maduro begins his third term.

Paige Fusco

Justin Trudeau is leaving you, Donald Trump is coming for you. The timing couldn’t be worse. The threat couldn’t be bigger. The solutions couldn’t be more elusive, writes GZERO Publisher Evan Solomon.

- YouTube

Is international order on the precipice of collapse? 2025 is poised to be a turbulent year for the geopolitical landscape. From Canada and South Korea to Japan and Germany, the world faces a “deepening and rare absence of global leadership with more chaos than any time since the 1930s,” says Eurasia Group chairman Cliff Kupchan during a GZERO livestream to discuss the 2025 Top Risks report.

During the Munich Security Conference 2025, the BMW Foundation will again host the BMW Foundation Herbert Quandt Pavilion. From February 13th to 15th, we will organize panels, keynotes, and discussions focusing on achieving energy security and economic prosperity through innovation, policy, and global cooperation. The BMW Foundation emphasizes the importance of science-based approaches and believes that the energy transition can serve as a catalyst for economic opportunity, sustainability, and democratic resilience. Our aim is to facilitate solution-oriented dialogues between business, policy, science, and civil society to enhance Europe’s competitiveness in the energy and technology sectors, build a strong economy, and support a future-proof society. Read more about the BMW Foundation and our Pavilion at the Munich Security Conference here.

U.S. President Donald Trump and Israel's Prime Minister Benjamin Netanyahu shake hands after speaking to reporters before their meeting at the King David Hotel in Jerusalem on May 22, 2017.

REUTERS/Jonathan Ernst

President-elect Donald Trump raised eyebrows this week by sharing a video clip on his Truth Social account that shows economist Jeffrey Sachs trashing Israel’s Prime Minister Benjamin Netanyahu.