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Los Angeles is leveraging AI to combat rising homelessness, identifying those on the brink with precision tools that offer timely support, as seen in Courtney Peterson's case where the intervention helped stabilize her life after unemployment.
In a city where the streets are lined with makeshift shelters and the number of homeless individuals has surged by over 30% since 2007, Los Angeles is turning to technology for solutions. The Homelessness Prevention Program, launched in 2021, uses predictive artificial intelligence (AI) to identify at-risk individuals and families, offering them financial and social support to help stabilize their lives and prevent homelessness.
The stakes are high. For Courtney Peterson, a single mother from the Van Nuys neighborhood, the program was a lifeline when she lost her job last December. Her previous employment, which allowed her to bring her 7-year-old son to work and covered rent for a studio apartment, suddenly vanished. The prospect of eviction loomed large, and traditional avenues for assistance were not forthcoming.
“I started reaching out to local churches and organizations that offered rent assistance,” Peterson told CNBC. “But many required an active eviction notice before they could help. I felt like I was running out of options.”
Instead of facing eviction, Peterson received a letter from the Homelessness Prevention Unit within the Los Angeles County Department of Health Services. The program’s AI system had flagged her as at risk of becoming homeless and offered immediate aid.
The Homelessness Prevention Program is designed to intervene before individuals and families reach the crisis point. Dana Vanderford, associate director at the county’s Department of Health Services, explains that the program has already served nearly 800 individuals and families at risk of homelessness. Notably, 86% of participants have retained permanent housing when they leave the program.
The financial assistance provided ranges from $4,000 to $8,000 per household, a crucial buffer against the immediate threat of losing one’s home. But the support goes beyond just money. The program also offers case management services to help recipients navigate other challenges, such as employment and healthcare.

The use of AI in this context is both innovative and controversial. On one hand, it allows for early intervention and efficient allocation of resources. On the other hand, there are concerns about data privacy and the potential for bias in algorithmic decision-making. Vanderford emphasizes that the program takes these issues seriously, ensuring transparency and continuous evaluation to address any ethical concerns.
“AI can be a powerful tool when used ethically and responsibly,” Vanderford said. “We are committed to using it to help those who need it most, while also protecting their rights and dignity.”
The broader context of homelessness in California underscores the urgency of such programs. According to data from the Department of Health Services, California had more than 181,000 homeless individuals in 2023, a stark increase from previous years. The Homelessness Prevention Program is part of a larger effort by Los Angeles County to tackle this crisis head-on.
For Courtney Peterson, the program’s timely intervention meant she and her son could stay in their home. “It was a huge relief,” she said. “I didn’t have to worry about where we would go or how we would survive.”
As Los Angeles continues to refine its use of AI in homelessness prevention, the hope is that more families like Peterson’s will receive the support they need before it's too late.
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About the author
Amara's entry point into AI was an epidemiology role at a London research hospital, where she spent five years studying how digital health tools reached — or conspicuously failed to reach — underserved communities. Watching early algorithmic systems in healthcare quietly entrench existing inequalities, she redirected her career toward the systemic consequences of AI at scale. She covers AI through an unflinching lens: who benefits, who bears the cost, and what evidence actually says versus what the press release claims. Her writing is calm and precise, but she doesn't mistake balance for neutrality.
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24 April 2024
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