Skip to content
Search

Latest Stories

Follow Us:
Top Stories

Beware of Panic Policies

Opinion

The concept of AI hovering among the public.

Panic-driven legislation—from airline safety to AI bans—often backfires, and evidence must guide policy.

Getty Images, J Studios

"As far as human nature is concerned, with panic comes irrationality." This simple statement by Professor Steve Calandrillo and Nolan Anderson has profound implications for public policy. When panic is highest, and demand for reactive policy is greatest, that's exactly when we need our lawmakers to resist the temptation to move fast and ban things. Yet, many state legislators are ignoring this advice amid public outcries about the allegedly widespread and destructive uses of AI. Thankfully, Calandrillo and Anderson have identified a few examples of what I'll call "panic policies" that make clear that proposals forged by frenzy tend not to reflect good public policy.

Let's turn first to a proposal in November of 2001 from the American Academy of Pediatrics (AAP). For obvious reasons, airline safety was subject to immense public scrutiny at this time. AAP responded with what may sound like a good idea: require all infants to have their own seat and, by extension, their own seat belt on planes. The existing policy permitted parents to simply put their kid--so long as they were under two--on their lap. Essentially, babies flew for free.

The Federal Aviation Administration (FAA) permitted this based on a pretty simple analysis: the risks to young kids without seatbelts on planes were far less than the risks they would face if they were instead traveling by car. Put differently, if parents faced higher prices to travel by air, then they'd turn to the road as the best way to get from A to B. As we all know (perhaps with the exception of the AAP at the time), airline travel is tremendously safer than travel by car. Nevertheless, the AAP forged ahead with its proposal. In fact, it did so despite admitting that they were unsure of whether the higher risks of mortality of children under two in plane crashes were due to the lack of a seat belt or the fact that they're simply fragile.


A group of pediatricians stepped in to quash the AAP’s unfounded proposal. They reported that “even if the policy led to no increase in car travel and cost only $20 per round trip per young child, the cost per life saved would be about $4.3 million per discounted life-year.” As difficult as it may be to put a price tag on saving the life of an infant, in a world of scarce legislative attention and sparse resources, policymakers cannot avoid such analysis. Thankfully, the FAA sided with reason, resisted popular pressure, and rejected the AAP’s proposal.

Unfortunately, there’s no guarantee that reason will win out over panic policies. Following a number of tragic school bus incidents in the 1960s and 1970s, Congress faced mounting calls to insist on heightened safety regulations for school buses. The resulting proposal would have increased the cost of school buses by twenty-five percent by virtue of shoring up their safety measures. How do you think school districts would have responded?

Stick with the older buses for longer, right? Few school districts have spare funds lying around. Yet, this somewhat obvious response by districts appears to have been lost on the chief proponents of the policy.

The upshot is that policymaking that occurs in the heat of public panic is precisely when we ought to slow down, rely on evidence, and avoid enacting laws that will actually do more harm than good. It is undeniable that extensive use of AI tools has resulted in tragic outcomes for several young Americans.

How best to respond, though, is not as clear-cut as many may have you believe. It’s highly questionable that existing reports about the pros and cons of AI tools are representative of users. It’s also highly probable that proponents of bans are not adequately weighing the fact that there’s a massive shortage of psychiatrists to address the growing need among children and teens for specialized support. This is especially for children in rural and economically-insecure communities. Finally, and most importantly, it’s nearly certain that by stigmatizing the use of AI, proponents of panic policies may undermine uses of tools that have already shown their effectiveness. Not all AI is created equal. While there may be a case for limiting and even banning certain uses of certain AI tools, such policies should be grounded in evidence, not vibes.

To be clear--as someone who suffered from mental health issues as a child, I am not at all opposed to the motivations of those paying close attention to the misuse of AI. I applaud their devotion and attention to this issue. However, I’m vehemently opposed to allowing panic to distract us from adhering to good public policy. This is an emotional topic, which often makes it difficult for nuanced conversations, but the well-being of our youth demands that we rise to the occasion--leaning on research, investigation, and deliberation rather than acting on headlines and speculation.


Kevin Frazier is an AI Innovation and Law Fellow at Texas Law and author of the Appleseed AI substack.


Read More

In this photo illustration, Predictions market sites are shown on electronic devices on February 25, 2026 in Chicago, Illinois. Online prediction market platforms, such as Polymarket and Kalshi, allow people to place bets on wide-ranging subjects such as sports, finance, politics and currents events.

Prediction markets are expanding beyond finance into politics, war, and public policy. Explore the ethical, democratic, and legislative questions they raise.

Scott Olson/Getty Images

Betting on Crisis: Why Prediction Markets Are a Threat to Democratic Trust

Imagine opening an app on your phone and placing a bet on whether peace talks between two countries will fail, a conflict will escalate, or a terrorist attack will occur before the end of the year.

For a growing number of people, that is no longer a hypothetical scenario.

Keep ReadingShow less
AI Chatbots for Kids Should Act Like Tools, Not Friends

Close-up of AI chatbot on mobile

Getty Images

AI Chatbots for Kids Should Act Like Tools, Not Friends

During the rise of the Internet, as the World Wide Web moved from government and academic settings to family homes, parents worried about the exposure of their children to predators in online chatrooms. A generation later, as social media became central to young people’s lives, the dangers of platforms like Facebook and Instagram to children’s mental health moved to the forefront of the national conversation.

Now, as lawmakers and parents continue to grapple with how to keep children safe on social media, there’s a new danger already taking shape: AI-powered chatbots that simulate friendship, emotional intimacy, and care with children who may not be able to tell the difference.

Keep ReadingShow less
America's New and Dangerous Gilded Age

A NASA logo is displayed at the entrance to the Mary W. Jackson NASA Headquarters building on May 30, 2026, in Washington, DC.

(Photo by Kevin Carter/Getty Images)

America's New and Dangerous Gilded Age

As part of a collaboration between The Fulcrum's NextGen initiative and Made By Us, The Fulcrum is publishing Letters to America, a series created through the Youth250 project that invites Gen Z to reflect on the nation’s past, present, and future as the United States approaches its 250th anniversary.

On June 4, 1876, on the eve of our Nation’s centennial, the Transcontinental Express completed its inaugural voyage across America’s newly constructed coast-to-coast railroad, traveling from the Atlantic to the Pacific in just 83 hours. This milestone marked the end of the Railroad Race and the beginning of the Gilded Age, epitomized by its rail barons and drastic wealth disparity.

Keep ReadingShow less
ICE agents wearing gear that reads, "POLICE ICE." Their faces are covered, they are wearing helmets, and one of them is holding a weapon.

ICE agents stand guard in front of protesters outside the federal immigration center at Delaney Hall in Newark, where ICE is housing detained immigrants on May 26, 2026 in Newark, New Jersey.

Spencer Platt / Getty Images

Your Face Is in a Federal Database and ICE Put It There

Last week, while the world watched JD Vance fly to Switzerland to negotiate an Iran deal, a quieter document surfaced from inside the Department of Homeland Security that may matter more to the daily lives of Americans than anything that happened at Lake Lucerne. A DHS Privacy Threshold Analysis, obtained and reported by NPR, outlines plans to give approximately 1,300 local police forces access to the same facial recognition technology that federal ICE agents currently use in the field. The app is called the ICE Task Force Module. It allows an officer to photograph any person they stop, run the image against federal databases, and receive an identity match in seconds. Every photograph taken is stored in a DHS system for fifteen years. The document states plainly that this surveillance will sweep up American citizens. The DHS knows this. It is proceeding anyway.

This is not an immigration story. It is a surveillance infrastructure story, and the distinction is the most important thing to understand about what is being built.

Keep ReadingShow less