Deeply controversial Artificial Intelligence systems will be making more decisions about “child welfare” across America as technocratic governance expands; at least if the scheme is not stopped. With child welfare bureaucracies already out of control and under fire, critics are sounding the alarm.
As has become typical with these sorts of intrusions, the feds are key players. In this case, the federal government is once again dangling taxpayer dollars in front of the state governments to get compliance. The goal: inject AI and predictive analytics deeper into America’s already bloated and destructive “child welfare” apparatus.
The Department of Health and Human Services, through its Administration for Children and Families, is offering $6 million in grants so states, territories, and tribal governments can pilot predictive risk-modeling tools. These AI systems will supposedly help case workers decide which children are in danger, and which families can be left alone.
Officials pitch the technology as a modern solution to overwhelmed workers, foster-care shortages, and human error. An internal ACF report insists the benefits of these data-driven tools outweigh the risks if proper “feedback loops” and transparency are built in. Indeed, officials even claiming the program might help reduce unnecessary removals of children.
Assistant Secretary for Family Support Alex Adams has talked up the need for faster, better-informed decisions under pressure. This AI initiative sits inside the broader Trump administration push to “modernize” child-welfare systems while expanding the use of AI into virtually everything from education to warfare.
“Child welfare caseworkers are tasked with making high-stakes decisions about child safety, often under significant pressure and without complete information,” said Adams. “Promising use cases have been tested at county levels, and we want to support scaling these interventions at the state level to improve child welfare outcomes.”
Yet even if the current administration sincerely intends the technology for good, there are major reasons behind critics’ opposition. First of all, the entire scheme is unconstitutional on its face. The U.S. Constitution does not authorize any federal involvement in child welfare. That means the Tenth Amendment specifically prohibits it.
Even if it were constitutional, though, critics are noting that it will inevitably be weaponized by future administrations. Imagine a President Biden, Obama, or Kamala with these tools. With their hostility to Christianity, traditional values, parental authority, and the natural family, a small change in federal policy could mean disaster nationwide.
This is one of many reasons why a “one-size-fits-all” dictate and financial incentives flowing out of Washington have a long, ugly track record of producing precisely the opposite of the promised results. This will almost certainly produce the same problems as previous examples. Think Common Core or the explosion in child removals that followed federal funding for states that incentivized it.
Offering millions in “grants” is simply a bribe designed to purchase compliance and expand federal leverage. In this case, it deals with the most intimate sphere of human life — the relationship between parents and their children. History shows that once the money and the data systems are embedded, the strings and controls only tighten.
The whole system is a mess, anyway. After a decade and more than $2 billion in combined federal and state spending on the “Comprehensive Child Welfare Information System” (CCWIS), the government’s own evaluation admits progress has been minimal. Fewer than a third of projects are fully operational.
Ironically, most of the money has propped up aging “transitional systems” rather than delivering the supposedly wonderful platforms that were supposed to “revolutionize” case management. Leadership turnover, bureaucratic processes, and differences in states’ willingness and capacities have left many jurisdictions’ systems with fragmented data or worse.
Now Washington, D.C., wants to layer shadowy “predictive algorithms” on top of that shaky foundation. As in education and other realms, it is a recipe for disaster.
The track record of these tools should alarm every parent. In Allegheny County, Pennsylvania — the early laboratory for predictive risk modeling in child welfare — an algorithm known as the Allegheny Family Screening Tool has been used since 2016. The scheme scores families reported for alleged neglect to help decide which cases merit further investigation.
The model draws on government datasets ranging from Medicaid and mental-health records to jail and birth data. An Associated Press investigation and subsequent U.S. Justice Department scrutiny raised serious questions about bias against families with disabilities, lack of transparency, and the risk of exacerbating historical disparities.
Naturally, civil-rights complaints followed. Multiple researchers also documented patterns that flagged black children for mandatory investigation at higher rates than white children. Officials insist case workers retain the final say. But critics point out that the algorithm’s risk scores shape those decisions from the start.
A 2025 report by a coalition of leftwing groups called “Children’s Rights” examined the U.S. child-welfare system. It found that is serves as a mechanism of control. And it documents how predictive analytics and risk-scoring algorithms increasingly rely on factors such as public assistance and zip codes — proxies that the alliance said reinforce economic and racial disparities.
More than three-quarters of removals into foster care already cite “neglect,” a category that too often functions as a proxy for poverty or decisions bureaucrats dislike rather than actual abuse. This is well known in the world of “child welfare.” Countless families, for instance, have been targeted for refusing to affirm gender confusion in their children.
The system has grown into a vast surveillance apparatus that invades homes without warrants, pressures families seeking basic help, and produces lasting trauma for children who are needlessly separated from their parents. Almost nothing is more traumatic for children than being separated from their families.
Darbi Boddy, CEO and founder of Access Ohio and a well-known Ohio advocate for parental rights and traditional values, warned about these same technologies migrating into children’s hospitals. Speaking to The Newman Report, she also highlighted the implications for child-welfare decisions.
“Predictive AI in children’s hospitals is suspiciously laser-focused on minority children,” Boddy observes. “It digs into historical patient data — potentially without parents even knowing or giving the green light — to spit out opinions on a child’s mental and physical needs.”
“This system mixes in whatever subjective points hospital staff happen to observe and can get retrained to fit whatever local population they’re targeting,” she continued. And of course, in many states, CPS bureaucrats and tax-funded “professionals” make their hostility to conservative Christians very clear.
“Here’s the real problem: Predictions of ‘deterioration’ could end up flagging kids for removal just because a parent pushes back on vaccines, gender identity stuff, or homeschooling,” Boddy warned. “It turns children into walking data points to help the system cut costs instead of actually protecting families with real human compassion and judgment.”
Ultimately, parents, taxpayers, and policymakers must push back on this. “They are monetizing and incentivizing a child’s future on potentially subjective information and this will no doubt have unintended consequences,” she warned.
That is the heart of the danger. Algorithms trained on past agency data will inevitably treat parental resistance to experimental medical interventions, rejection of gender ideology, or the decision to educate children at home as risk factors. Sometimes even gun ownership is considered a risk.
Under a future administration that views biblical Christianity and traditional family structures as threats, those same tools become instruments of soft totalitarianism. Scandinavian nations such as Sweden and Norway, and even countries like Germany, routinely target families for these reasons.
Caseworkers already operate under intense pressure. An official risk score that lights up red because a mother declined a particular vaccine or objected to a school’s social-transition policy will tip the scales toward investigation and, too often, removal. And it’s not a hypothetical future threat — it’s already happening!
Federal one-size-fits-all policies ignore the vast differences among states, communities, and families. They reward the expansion of bureaucracy and data collection while punishing the very parental discretion and local judgment that have always been the first line of protection for children.
The same central planners who spent billions on information systems that still do not work now want to hand the most consequential decisions about family integrity over to black-box models trained on the biases of the past. Oftentimes, the AI systems are programmed and developed by totalitarians, or at least activists who have divergent worldviews.
The Takeaway:
Parents, pastors, and state legislators who still believe God, not government, assigned the primary responsibility for children must reject this latest federal inducement. Accepting the money means accepting the surveillance infrastructure and the future abuse that infrastructure will enable.
The Constitution, parental rights, and the well-being of the next generation all demand that states refuse the bribe and keep artificial intelligence out of the business of judging families. The future of your family may well be at stake in this battle.
