Skip to content
Search

Latest Stories

Follow Us:
Top Stories

AI leaves us no choice but to learn from the past

Opinion

computer circuitry
Jonathan Kitchen/Getty Images

Frazier is an assistant professor at the Crump College of Law at St. Thomas University. He previously clerked for the Montana Supreme Court.

Generations from now, historians will wonder why we choose to leave certain communities behind while allowing technology to race ahead. They’ll point out that we had plenty of examples to learn from — and, yet, prioritized “progress” over people.

The lessons we could have learned are tragically obvious. In the 1850s and ’60s, the telegraph took off and people assumed it would serve a great civic purpose. Instead, Western Union captured the market, jacked up the message rates and restricted the use of this powerful technology to the already powerful. Next, in the 1990s and 2000s, the internet inspired us all to dream of a more connected future. Instead, a digital divide has formed – leaving certain communities and individuals without meaningful access to an increasingly essential technology. Others surely could list other similar examples.


Clear steps could have mitigated those outcomes. Generations of postmasters general called for increasing access to the telegraph network; Congress said it was too expensive. Likewise, for decades advocates have been calling on the government to invest in the infrastructure necessary to bring reliable, high-speed internet to every home; again, equal access to opportunity was deemed too costly.

So far, the introduction of artificial intelligence seems to fit this pattern: Despite it having the potential to benefit billions, it’s been harnessed by those already benefiting from the last technological advance. And, while it’s true that some AI use cases may have tremendous benefits for all, those benefits seem likely to first go to those already financially secure and technologically savvy.

Reversing the historical trend of technological progress causing inequality to expand and become more entrenched isn’t going to be cheap but it’s imperative if we want AI to live up to its potential.

First things first, we have to make sure all Americans have access to the Internet. COVID-19 reminded us of the digital divide and, for a brief moment, led to massive government spending that helped increase access to educational, cultural and professional opportunities. That funding appears to be going the way of the dodo bird. President Joe Biden ought to insist on internet access being a core part of our national AI strategy. Absent making access a priority, we’re bound to repeat a problematic past.

Second, the government should — at a minimum — nudge and — more appropriately — subsidize the development of AI models specifically addressing the needs and challenges facing communities that have traditionally been on the losing end of similar advances.

Third, AI labs should release annual societal impact statements. Such reports would give policymakers and the public a chance to evaluate whether the pros of AI advances really outweigh the cons.

All of this will cost money, require time and (likely) delay the rate of AI development and deployment. Nevertheless, it's an investment in our community and our collective potential. If any of the three steps above were pursued, my hunch is that history will celebrate a shift in our priorities from profit and “progress” to people and patience.

What’s clear is that we cannot afford to stick with the traditional playbook. Technology must always be viewed as a tool — one we can deploy, delay and ... gasp ... decide to forgo. That’s right — AI is not the solution to everything and AI should not be allowed to upend every aspect of our individual and collective affairs.

Learning from the past is dang hard. But there’s still time for us to redirect the future by reorienting our approach to AI in the present. For too long certain Americans have been digitally forgotten; AI has given us a chance to remind ourselves of the importance of aligning technology with the public interest.


Read More

An illustration of orange-colored megaphones, one megaphone in the middle is red and facing the opposite direction of the others.

A growing crisis threatens U.S. public data. Experts warn disappearing federal datasets could undermine science, policy, and democracy—and outline a plan to protect them.

Getty Images, Richard Drury

America's Data Crisis: Saving Trusted Facts Is Essential to Democracy

In March 2026, more than a hundred information and data experts gathered in a converted Christian Science church to confront a problem most Americans never see, but that shapes nearly every public debate we have. The nonprofit Internet Archive convened this national Information Stewardship Forum at their San Francisco headquarters because something fundamental is breaking: the country’s shared foundation of facts.

For decades, the United States has relied on a vast ecosystem of federal data on health, climate, the economy, education, demographics, scientific research, and more. This data is the backbone of journalism, policymaking, scientific discovery, and public accountability. It is how we know whether the air is safe to breathe, whether unemployment is rising or falling, whether a new disease is spreading, or whether a community is being left behind.

Keep ReadingShow less
Man lying in his bed, on his phone at night.

As the 2026 election approaches, doomscrolling and social media are shaping voter behavior through fear and anxiety. Learn how digital news consumption influences political decisions—and how to break the cycle for more informed voting.

Getty Images, gorodenkoff

Americans Are Doomscrolling Their Way to the Ballot Box and Only Getting Empty Promises

As the spring primary cycle ramps up, voters are deciding which candidates to elect in the November general election, but too much doomscrolling on social media is leading to uninformed — and often anxiety-based — voting. Even though online platforms and politicians may be preying on our exhaustion to further their agendas, we don’t have to fall for it this election cycle.

Doomscrolling is, unfortunately, part of daily life for many of us. It involves consuming a virtually endless amount of negative social media posts and news content, causing us to feel scared and depressed. Our brains have a hardwired negativity bias that causes us to notice potential threats and focus on them. This is exacerbated by the fact that people who closely follow or participate in politics are more likely to doomscroll.

Keep ReadingShow less
The robot arm is assembling the word AI, Artificial Intelligence. 3D illustration

AI has the potential to transform education, mental health, and accessibility—but only if society actively shapes its use. Explore how community-driven norms, better data, and open experimentation can unlock better AI.

Getty Images, sarawuth702

Build Better AI

Something I think just about all of us agree on: we want better AI. Regardless of your current perspective on AI, it's undeniable that, like any other tool, it can unleash human flourishing. There's progress to be made with AI that we should all applaud and aim to make happen as soon as possible.

There are kids in rural communities who stand to benefit from AI tutors. There are visually impaired individuals who can more easily navigate the world with AI wearables. There are folks struggling with mental health issues who lack access to therapists who are in need of guidance during trying moments. A key barrier to leveraging AI "for good" is our imagination—because in many domains, we've become accustomed to an unacceptable status quo. That's the real comparison. The alternative to AI isn't well-functioning systems that are efficiently and effectively operating for everyone.

Keep ReadingShow less
Government Cyber Security Breach

An urgent look at the risks of unregulated artificial intelligence—from job loss and environmental strain to national security threats—and the growing political battle to regulate AI in the United States.

Getty Images, Douglas Rissing

AI Has Put Humanity on the Ballot

AI may not be the only existential threat out there, but it is coming for us the fastest. When I started law school in 2022, AI could barely handle basic math, but by graduation, it could pass the bar exam. Instead of taking the bar myself, I rolled immediately into a Master of Laws in Global Business Law at Columbia, where I took classes like Regulation of the Digital Economy and Applied AI in Legal Practice. By the end of the program, managing partners were comparing using AI to working with a team of associates; the CEO of Anthropic is now warning that it will be more capable than everyone in less than two years.

AI is dangerous in ways we are just beginning to see. Data centers that power AI require vast amounts of water to keep the servers cool, but two-thirds are in places already facing high water stress, with researchers estimating that water needs could grow from 60 billion liters in 2022 to as high as 275 billion liters by 2028. By then, data centers’ share of U.S. electricity consumption could nearly triple.

Keep ReadingShow less