Back to home
  • Featured
  • Category: news

The Most Controversial Use of AI Yet: San Jose's Plan to Combat Homelessness

The city of San Jose, California is implementing a controversial new artificial intelligence system to detect homeless encampments throughout the city. The AI technology, developed by a startup called Zyrex, uses camera...

The Most Controversial Use of AI Yet: San Jose's Plan to Combat Homelessness

The Most Controversial Use of AI Yet: San Jose's Plan to Combat Homelessness

The city of San Jose, California is implementing a controversial new artificial intelligence system to detect homeless encampments throughout the city. The AI technology, developed by a startup called Zyrex, uses camera footage and machine learning models to identify tents, tarps, and other signs of outdoor living. The goal is to provide real-time data to city workers and homeless outreach teams to rapidly identify and address encampment sites.

Privacy advocates have raised concerns that the AI system is an invasive form of surveillance that could potentially criminalize homelessness. There are fears the technology could be expanded to track and monitor individual homeless people without their consent. The city maintains the program will simply allow more efficient allocation of resources and services to those in need.

San Jose has one of the highest rates of unsheltered homelessness in the country, with over 7,000 people living outdoors or in encampments as of 2022. City officials say traditional methods of reporting and responding to homeless camps have proven ineffective given the scale of the crisis. The $1.2 million AI pilot program is set to run for two years before being evaluated.

Zyrex claims its AI can detect camps with over 90% accuracy by analyzing patterns like clusters of tents and accumulations of debris and waste. However, experts warn that machine learning models trained primarily on data from whiter, wealthier areas may misidentify belongings of homeless people of color.

The ACLU has voiced opposition, stating "Systems of mass surveillance supercharge discrimination... We should be skeptical when governments want to automate operations that have historically driven criminalization."

(Source: "Revealed: a California city is training AI to spot homeless encampments", The Guardian, March 25, 2024)

Related articles

Empowering Women, One Step at a Time: ASF’s Role in Women’s History
06 Mar 2025

Empowering Women, One Step at a Time: ASF’s Role in Women’s History

Throughout history, women have led movements, built communities, and changed the world—often while overcoming incredible barriers. Yet, for many women today, especially those facing homelessness, justice involvement, and economic hardship, opportunities for stability and success are still out of reach. At A Step to Freedom (ASF), we recognize that empowering women is key to building stronger communities and breaking cycles of poverty and incarceration. For over three decades, ASF has provided life-changing programs that support women in finding housing, securing employment, accessing mental health resources, and reuniting with their families. As we celebrate Women’s History Month, we honor the resilience of women throughout history by ensuring that the women of today—especially those facing the toughest challenges—have access to the resources they need to heal, rebuild, and thrive. The Reality for Women Facing Homelessness & Reentry Women experiencing homelessness and reentry face unique struggles that make their journey to stability even more challenging: 💔 Domestic violence is one of the leading causes of homelessness for women. Many women flee unsafe homes only to find themselves without a stable place to go. 💔 Mothers experiencing homelessness often have to make impossible choices. Without secure housing, many women lose custody of their children, making reunification a long and difficult process. 💔 Formerly incarcerated women struggle with economic barriers. Many employers refuse to hire women with justice-involvement histories, making financial independence difficult to achieve. 💔 Period poverty disproportionately affects unhoused women. Without access to basic menstrual hygiene products, many women face additional health risks and barriers to dignity. ASF is breaking these barriers by providing programs tailored to meet the needs of women in crisis. ASF’s Commitment to Women’s Empowerment ASF believes that empowering women is more than providing temporary relief—it’s about creating lasting change. Our programs help women regain their footing, build confidence, and secure the resources they need to move forward. Housing & Family Reunification: A Fresh Start A stable home is the foundation for rebuilding a woman’s life. ASF provides:✔️ Transitional housing to give women a safe place to heal and stabilize.✔️ Permanent housing support to help women secure long-term homes.✔️ Family reunification services to reconnect mothers with their children after periods of separation. Workforce Development: Creating Economic Independence We believe financial security is key to long-term stability. Our workforce development programs help women:✔️ Gain career training and employment placement opportunities.✔️ Learn financial literacy to build savings and plan for the future.✔️ Connect with employers willing to give second chances to formerly incarcerated women. Period Poverty & Women’s Health: Dignity for All Women ASF is committed to eradicating period poverty by distributing hygiene products to unhoused women. Thanks to partnerships with brands like The Honey Pot, we are ensuring that no woman has to choose between food and menstrual products. Reentry & Mental Health Support: Healing from Trauma Justice-involved women face significant barriers after incarceration. ASF’s reentry programs provide:✔️ Mental health services to help women process trauma.✔️ Legal assistance to remove barriers to employment and housing.✔️ Community support networks to reduce isolation and increase self-confidence. Honoring the Women Who Inspire Us ASF is honored to work with women leaders, community advocates, and volunteers who are paving the way for a more just and equitable future. This Women’s History Month, we celebrate: 🌟 The resilient women in our programs who have fought for a second chance.🌟 The ASF team and volunteers who work tirelessly to support women in need.🌟 The women leaders and activists who have broken down barriers so that future generations can thrive. Women’s history is still being written, and at ASF, we are committed to making sure every woman has the opportunity to be part of it. How You Can Support ASF’s Women’s Initiatives This Women’s History Month, you can be part of the movement to uplift and empower women by: ✅ Donating: Your support provides housing, job training, and essential supplies for women in need. Donate today.✅ Shopping Merch for Cause: Every purchase from our Merch for Cause collection supports ASF’s programs for women. Shop now.✅ Volunteering: Give your time to help women transition into stability and success. Sign up here. Together, we can empower women, one step at a time—not just this month, but every day of the year. #ASFImpact #WomensHistoryMonth #EmpowerWomen #SecondChances #EndHomelessness

A New Haven of Hope: ASF Opens Dedicated Women's Center in South LA
29 Aug 2024

A New Haven of Hope: ASF Opens Dedicated Women's Center in South LA

We are thrilled to announce a significant milestone in our mission to break cycles and renew lives in South Los Angeles. Today, A Step to Freedom (ASF) proudly opens the doors to our new Women's Center, a sanctuary dedicated to serving women experiencing homelessness, navigating reentry, or escaping domestic violence. This state-of-the-art facility represents more than just bricks and mortar; it's a beacon of hope and a testament to our commitment to addressing the unique challenges faced by vulnerable women in our community. Why a Women's Center? Women experiencing homelessness, reentering society after incarceration, or fleeing domestic violence face a complex web of challenges. Often, these issues intersect, creating barriers that can seem insurmountable. Our new center is designed to address these multifaceted needs under one roof, providing a holistic approach to healing and empowerment. What the Center Offers: Safe Housing: Immediate shelter and transitional housing options to provide stability and security. Trauma-Informed Care: Counseling and mental health services tailored to address the specific traumas many of our clients have endured. Workforce Development: Job training, resume workshops, and employment assistance to foster long-term independence. Legal Aid: Partnerships with local legal services to help navigate complex systems, especially crucial for those dealing with domestic violence or reentry challenges. Health Services: On-site medical care and wellness programs to address often-neglected health needs. Child Care: Support for mothers, allowing them to focus on their personal growth and job searches. Community Building: Group activities and peer support programs to combat isolation and build resilience. A Step Towards a Brighter Future This Women's Center is more than just a new program; it's a reflection of ASF's evolving understanding of the communities we serve. By providing targeted, compassionate care to women in crisis, we're not just changing individual lives – we're strengthening families and uplifting entire neighborhoods. As we celebrate this opening, we're filled with gratitude for our supporters, partners, and the incredible ASF team who made this dream a reality. But our work is far from over. This center is just the beginning of a new chapter in our ongoing mission to create lasting change in South LA. How You Can Help The success of this center depends on community support. Here are ways you can get involved: Volunteer your time and skills Spread the word about our services Consider making a financial contribution to support our programs Together, we can ensure that every woman who walks through our doors finds the support, dignity, and opportunity she deserves. Join us in this crucial work of healing, empowering, and transforming lives, one woman at a time. #ASFWomensCenter #HopeForHer #EmpoweringWomen #EndHomelessness #SecondChances