Skip to content
Search

Latest Stories

Analysis

OPINION: Don’t we want more “accuracy” at the ballpark – and in the courtroom? No.

OPINION: Don’t we want more “accuracy” at the ballpark – and in the courtroom? No.
Courtesy of Midjourney
Make us preferred on Google

It’s baseball season again, and that means it’s time again to embrace the chronic self-harm of being a Mets fan (already off to a stellar 1-6 start), but also, this year especially, to ponder the ways in which technology risks making some things worse by making other things better.

That’s because this season was originally supposed to be the one where Major League Baseball began introducing robot umpires to call balls and strikes. The idea was to use new technology to make an old game more perfect, less arbitrary, more objective.

But after a few seasons of trials in the minor leagues, the robots’ march to the Majors slowed. It turns out, players and managers weren’t as thrilled about putting about Hal 9000 behind the plate as MLB thought.


The challenges of defining an objective and consistent strike zone, and the misgivings about removing human judgment altogether, have pushed back the robots’ debut for at least another season – if not more.

To be up front, I think that’s a good thing. Maybe I’m just yelling at clouds here, but to me the subtle arbitrariness of a strike zone – unlike, say, the objective reality of a safe/out call – is an intrinsic part of the short story that is a baseball game.

But all of this got me thinking about another more consequential area where people’s appetite for technological “accuracy” is milder than you’d think: the courtroom.

Of all the institutions in a democracy, judges and courts have perhaps the highest duty to be – and to be seen as – impartial. And yet a growing number of Americans no longer see the bench that way. Overall, fewer than 50% of Americans say they trust the judicial branch of the federal government, the lowest mark on record, and only half of Americans say criminal suspects are treated “fairly” – down from roughly two-thirds at the turn of the century.

Each side has its grievances. For many Republicans, the Biden administration has co-opted the courts as part of a banana republic style bid to sideline Trump with frivolous legal charges. Democrats, meanwhile, see the Supreme Court as hopelessly illegitimate and biased because Trump gave it an overtly conservative majority that, as anticipated, rolled back Roe v. Wade.

Can technology help? In one small corner of the justice system at least, it seems so. For several years now, AI programs have been used to assist judges in specific areas – such as determining bail – where machine learning can use vast amounts of past data to make predictions about future behavior.

America already jails more people than any country on earth, and fully a quarter of those in prison are merely awaiting trial, often for months at a time. But studies show that AI can improve things.

In one survey from 2017, an AI program was 25% more accurate than human judges when it came to predicting whether suspects released on bail would flee or commit more crimes. Using AI would also, the study found, have safely reduced the pretrial prison population by some 40%. Several states have found that using algorithms can help reduce pre-trial prison populations without an increase in crime.

That’s all good. But there’s one problem: People in general still don’t seem to want robots in the courtroom. A YouGov study from last year showed that barely 1 in 5 Americans thought a robot would “be a better judge,” while 56% preferred a “human who can use their emotion and instinct.” A broad survey of judges and other court workers found that two thirds were skeptical about using AI in the courtroom, citing concerns about accuracy and emotional intelligence.

There are, of course, problems with AI in criminal justice. One is the risk of bias. After all, if AI is what it eats, then training AI modules on decades of policing and court data shaped by systemic racial or socio-economic biases risks teaching robots to amplify them further. The ACLU has highlighted this problem in algorithms used for policing and pre-trial detention.

Another issue is transparency. These algorithms are a black box – private sector trade secrets guarded as closely by tech companies as KFC protects its spice recipe or Coke guards its formula. If a computer decides to jail you, you’d probably never know why – was it an AI hallucination that shipped you off to Rikers Island?

But a big issue is more basic: People just aren’t comfortable with a box of ones and zeros making decisions that depend on assessments of our character, our emotions, or humanity. There’s a kind of alienation there that people aren’t comfortable with, even if the accuracy is greater and the societal benefits can be modeled.

The problem is a delicate one. On the one hand, if we’re forgoing real improvements – fewer people in jail and safer streets at the same time – we are needlessly harming large numbers of people over a mistaken belief in the ability of people to judge other people fairly.

But in a deeply polarized and increasingly mistrustful society, introducing technologies that aim to make our institutions more accurate may also, paradoxically, cause people to trust them less.

Let me know what you think about robots at the ballpark or in the courtroom here – if you include your name and city, we may run your response in a future edition of the GZERO Daily newsletter.

More For You

Saudi Arabia's MBS shaking hands with the UAE President Mohammed bin Zayed Al Nahyan

Saudi Crown Prince Mohammed bin Salman receives UAE President Mohammed bin Zayed Al Nahyan, in Saudi Arabia, on September 3, 2025.

IMAGO/APAimages via Reuters Connect
For many years, mutual concern about Iran helped to paper over deeper disagreements between Saudi Arabia and the UAE. The two powerful and ambitious Sunni Gulf monarchies have been on opposite sides of the civil wars in both Sudan and Yemen, as well as in fierce competition for regional dominance in AI. But two months into the so-far unresolved [...]
​US President Donald Trump arrives at Beijing Capital International Airport in Beijing, China, on May 13, 2026.

US President Donald Trump participates in an arrival ceremony at Beijing Capital International Airport during his visit to the country, in Beijing, China, on May 13, 2026.

REUTERS/Evan Vucci
President Donald Trump stepped off Air Force One after landing in Beijing today, and the Chinese rolled out the red carpet: military honor guard, three hundred students waving American and Chinese flags, state banquet on the schedule. Trump, who flew in with a delegation of top cabinet officials and some of the biggest names in American business, [...]
Argentina's President Javier Milei gestures in response to comments from deputies with Secretary of the Presidency Karina Milei, Minister of Human Capital Sandra Petovello, and Minister of Economy Luis Caputo.

The President of Argentina, Javier Milei (bottom left), gestures in response to comments from deputies, alongside Secretary of the Presidency Karina Milei (bottom right), Minister of Human Capital Sandra Petovello (top left), and Minister of Economy Luis Caputo (top right), during the Chief of Cabinet's management report session in Congress. (in Buenos Aires, Argentina on April 29, 2026).

Silvana Safenreiter/NurPhoto
All across Latin America, right-wing leaders have been consolidating their power.In Argentina, Javier Milei’s La Libertad Avanza had a superb midterm election night last October, allowing the president to pass major labor reforms in March. Ecuador’s Daniel Noboa eased to reelection last year by a handsome margin. El Salvador’s Nayib Bukele no [...]
​French President Emmanuel Macron and Kenya's President William Ruto at the Taifa Hall of the University of Nairobi, in Nairobi, Kenya, on May 11, 2026.

French President Emmanuel Macron and Kenya's President William Ruto shake hands during the "Africa Forward Summit 2026" at the Taifa Hall of the University of Nairobi, in Nairobi, Kenya, on May 11, 2026.

REUTERS/Monicah Mwangi
When French President Emmanuel Macron took to the stage at the Africa Forward summit yesterday, the audience may not have expected a scolding.“Hey! Hey! Hey! I’m sorry guys, but it’s impossible to … have people … coming here making a speech with such a noise,” he said. “This is a total lack of respect.”Macron’s harsh words directed at the crowd, [...]