Connect with us

STM Blog

AI-generated images can exploit how your mind works − here’s why they fool you and how to spot them

Arryn Robbins discusses the challenges of recognizing AI-generated images due to human cognitive limitations and inattentional blindness, emphasizing the importance of critical thinking in a visually fast-paced online environment.

Published

on

Last Updated on June 2, 2025 by Daily News Staff

Arryn Robbins, University of Richmond

I’m more of a scroller than a poster on social media. Like many people, I wind down at the end of the day with a scroll binge, taking in videos of Italian grandmothers making pasta or baby pygmy hippos frolicking.

For a while, my feed was filled with immaculately designed tiny homes, fueling my desire for a minimalist paradise. Then, I started seeing AI-generated images; many contained obvious errors, such as staircases to nowhere or sinks within sinks. Yet, commenters rarely pointed them out, instead admiring the aesthetic.

https://www.facebook.com/photo?fbid=948015667455503&set=gm.665399635824007&idorvanity=351768197187154

These images were clearly AI-generated and didn’t depict reality. Did people just not notice? Not care?

As a cognitive psychologist, I’d guess “yes” and “yes.” My expertise is in how people process and use visual information. I primarily investigate how people look for objects and information visually, from the mundane searches of daily life, such as trying to find a dropped earring, to more critical searches, like those conducted by radiologists or search-and-rescue teams.

With my understanding of how people process images and notice − or don’t notice − detail, it’s not surprising to me that people aren’t tuning in to the fact that many images are AI-generated.

We’ve been here before

The struggle to detect AI-generated images mirrors past detection challenges such as spotting photoshopped images or computer-generated images in movies.

But there’s a key difference: Photo editing and CGI require intentional design by artists, while AI images are generated by algorithms trained on datasets, often without human oversight. The lack of oversight can lead to imperfections or inconsistencies that can feel unnatural, such as the unrealistic physics or lack of consistency between frames that characterize what’s sometimes called “AI slop.”

Despite these differences, studies show people struggle to distinguish real images from synthetic ones, regardless of origin. Even when explicitly asked to identify images as real, synthetic or AI-generated, accuracy hovers near the level of chance, meaning people did only a little better than if they’d just guessed.

Advertisement
Get More From A Face Cleanser And Spa-like Massage

In everyday interactions, where you aren’t actively scrutinizing images, your ability to detect synthetic content might even be weaker.

Attention shapes what you see, what you miss

Spotting errors in AI images requires noticing small details, but the human visual system isn’t wired for that when you’re casually scrolling. Instead, while online, people take in the gist of what they’re viewing and can overlook subtle inconsistencies.

Visual attention operates like a zoom lens: You scan broadly to get an overview of your environment or phone screen, but fine details require focused effort. Human perceptual systems evolved to quickly assess environments for any threats to survival, with sensitivity to sudden changes − such as a quick-moving predator − sacrificing precision for speed of detection.

This speed-accuracy trade-off allows for rapid, efficient processing, which helped early humans survive in natural settings. But it’s a mismatch with modern tasks such as scrolling through devices, where small mistakes or unusual details in AI-generated images can easily go unnoticed.

People also miss things they aren’t actively paying attention to or looking for. Psychologists call this inattentional blindness: Focusing on one task causes you to overlook other details, even obvious ones. In the famous invisible gorilla study, participants asked to count basketball passes in a video failed to notice someone in a gorilla suit walking through the middle of the scene.

If you’re counting how many passes the people in white make, do you even notice someone walk through in a gorilla suit?

Similarly, when your focus is on the broader content of an AI image, such as a cozy tiny home, you’re less likely to notice subtle distortions. In a way, the sixth finger in an AI image is today’s invisible gorilla − hiding in plain sight because you’re not looking for it.

Efficiency over accuracy in thinking

Our cognitive limitations go beyond visual perception. Human thinking uses two types of processing: fast, intuitive thinking based on mental shortcuts, and slower, analytical thinking that requires effort. When scrolling, our fast system likely dominates, leading us to accept images at face value.

Adding to this issue is the tendency to seek information that confirms your beliefs or reject information that goes against them. This means AI-generated images are more likely to slip by you when they align with your expectations or worldviews. If an AI-generated image of a basketball player making an impossible shot jibes with a fan’s excitement, they might accept it, even if something feels exaggerated.

While not a big deal for tiny home aesthetics, these issues become concerning when AI-generated images may be used to influence public opinion. For example, research shows that people tend to assume images are relevant to accompanying text. Even when the images provide no actual evidence, they make people more likely to accept the text’s claims as true.

Misleading real or generated images can make false claims seem more believable and even cause people to misremember real events. AI-generated images have the power to shape opinions and spread misinformation in ways that are difficult to counter.

Advertisement
Get More From A Face Cleanser And Spa-like Massage

https://www.facebook.com/photo/?fbid=1010254754457256&set=a.407186301430774

Beating the machine

While AI gets better at detecting AI, humans need tools to do the same. Here’s how:

  1. Trust your gut. If something feels off, it probably is. Your brain expertly recognizes objects and faces, even under varying conditions. Perhaps you’ve experienced what psychologists call the uncanny valley and felt unease with certain humanoid faces. This experience shows people can detect anomalies, even when they can’t fully explain what’s wrong.
  2. Scan for clues. AI struggles with certain elements: hands, text, reflections, lighting inconsistencies and unnatural textures. If an image seems suspicious, take a closer look.
  3. Think critically. Sometimes, AI generates photorealistic images with impossible scenarios. If you see a political figure casually surprising baristas or a celebrity eating concrete, ask yourself: Does this make sense? If not, it’s probably fake.
  4. Check the source. Is the poster a real person? Reverse image search can help trace a picture’s origin. If the metadata is missing, it might be generated by AI.

AI-generated images are becoming harder to spot. During scrolling, the brain processes visuals quickly, not critically, making it easy to miss details that reveal a fake. As technology advances, slow down, look closer and think critically.The Conversation

Arryn Robbins, Assistant Professor of Psychology, University of Richmond

This article is republished from The Conversation under a Creative Commons license. Read the original article.


A beautiful kitchen to scroll past – but check out the clock. Tiny Homes via Facebook
AI-generated images

https://stmdailynews.com/space-force-faces-new-challenge-tracking-debris-from-intelsat-33e-breakdown/

Author


Discover more from Daily News

Subscribe to get the latest posts sent to your email.

Continue Reading
Advertisement Sports Research

Community

PG&E Donates $1 Million to Local Food Banks to Help Feed Families

PG&E donates $1 million to local food banks across Northern and Central California—equivalent to about 3 million meals—supporting 38 food banks serving 47 counties.

Published

on

 PG&E donates $1 million to local food banks across Northern and Central California—enough for about 3 million meals—supporting 38 food banks serving 47 counties.

Just in time for the holidays, Pacific Gas and Electric Company (PG&E) announced a $1 million donation to local food banks across Northern and Central California—support aimed at meeting a surge in demand as more families and seniors struggle to put food on the table. According to PG&E, the contribution is expected to provide the equivalent of roughly 3 million meals and will support 38 food banks serving 47 counties within PG&E’s service territory.

A third major food-bank contribution since September

The $1 million gift marks the third food-bank-focused contribution since September from PG&E or The PG&E Corporation Foundation (the PG&E Foundation). Combined, those efforts bring PG&E’s total community food support in 2025 to $2.37 million. PG&E emphasized that the funding for these charitable contributions comes from PG&E shareholders—not customers.

Food banks facing record-breaking demand

Food banks across California are reporting pressure levels not seen since the pandemic. Officials with the California Association of Food Banks say demand has reached record highs, driven in part by an unexpected surge during the federal government shutdown this fall. “California food banks experienced an unexpected surge with the [federal government] shutdown this fall. So, we reached out for help on their behalf and PG&E responded,” said Stacia Levenfeld, Chief Executive Officer of the California Association of Food Banks. “Their $1 million gift to food banks throughout Northern and Central California will have a meaningful impact on the lives of millions of people this holiday season and help food banks continue their critical work in our communities.” PG&E leaders framed the donation as an extension of a longstanding partnership with food bank networks. “We are grateful to help local food banks fulfill their mission during this time of increasing demand, especially as more families and seniors are struggling through the holiday season,” said Carla Peterman, Executive Vice President, Corporate Affairs, PG&E Corporation and Chair of The PG&E Corporation Foundation Board. “Our longstanding partnership with the California Association of Food Banks supports the safety net that is our local food banks.”

Where the 2025 food support has gone

PG&E outlined additional contributions made earlier in the year:
  • September: The PG&E Foundation awarded $1.12 million to support local food banks, tribal food banks, and senior meal programs.
  • November: The PG&E Foundation donated $250,000 to the California Association of Food Banks’ Emergency Response Fund.

Equity-focused grant distribution

The California Association of Food Banks notes that while California produces nearly half of the nation’s fruits and vegetables, more than one in five residents still don’t know where their next meal will come from. Food insecurity rates are even higher in many communities of color. PG&E said grant amounts awarded to local organizations will account for county poverty and unemployment levels, using a formula from the California Department of Social Services. The goal: promote equity by directing more support to counties with higher need.

About the PG&E Corporation Foundation and PG&E

The PG&E Corporation Foundation is an independent 501(c)(3) nonprofit organization, separate from PG&E and sponsored by PG&E Corporation. PG&E is a combined natural gas and electric utility serving more than 16 million people across 70,000 square miles in Northern and Central California. More information is available at pge.com and pge.com/news.

Why this matters

As food banks brace for sustained demand beyond the holiday season, large-scale donations like PG&E’s can help stabilize local supply—especially when distributed with an equity lens that targets the counties facing the steepest economic pressures. For families, seniors, and individuals navigating rising costs, the impact is immediate: more meals available now, and stronger community support systems heading into the new year. Community links:
High Demand Marks “Veggies for Veterans” Event Amid SNAP Delays
Link: https://stmdailynews.com/high-demand-marks-veggies-for-veterans-event-amid-snap-delays/

Author


Discover more from Daily News

Subscribe to get the latest posts sent to your email.

Continue Reading

Blog

The Empty Promise: Lynwood’s Lost Downtown Dream

In the 1970s, Lynwood, CA, dreamed of a downtown mall anchored by Montgomery Ward. Decades later, the empty lots told a story of ambition, delay, and renewal.

Published

on

In the 1970s, Lynwood, CA, dreamed of a downtown mall anchored by Montgomery Ward. Decades later, the empty lots told a story of ambition, delay, and renewal.

Artistic Image: R Washington and AI

In the early 1970s, Lynwood, California, dreamed big.

City leaders envisioned a new, modern downtown — a sprawling shopping and auto mall that would bring jobs, shoppers, and a sense of pride back to this small but growing city in the southeast corner of Los Angeles County. At the heart of the plan stood a gleaming new Montgomery Ward department store, which opened around 1973 and promised to anchor a larger commercial center that never fully came.

But for those of us who grew up in Lynwood during that time, the promise never quite materialized.

Instead, we remember acres of empty lots, chain-link fences, and faded “Coming Soon” signs that sat for decades — silent witnesses to a dream deferred.

The Vision That Stalled

In 1973, Lynwood’s Redevelopment Agency launched what it called Project Area A — an ambitious plan to clear and rebuild much of the city’s downtown core. Small businesses and homes were bought out, land was assembled, and the city floated bonds to support new construction.

For a brief moment, it looked as if the plan might work. Montgomery Ward opened its doors, serving as a retail beacon for the area. Yet the rest of the mall — the shops, restaurants, and auto dealerships — never came.

By the mid-1970s, much of downtown had been bulldozed, but little replaced it. And by the time Ward closed its Lynwood location in 1986, the vast lots surrounding it had become symbols of frustration and unfulfilled potential.

What Happened?

Some longtime residents whispered about corruption or backroom deals — the kind of speculation that grows when visible progress stalls.

But newspaper archives and redevelopment records tell a more complex story.

Lynwood’s plans collided with a series of hard realities:

The construction of the Century Freeway (I-105) disrupted neighborhoods and depressed land values. Environmental cleanup and ownership disputes slowed development. Economic shifts in retail — as malls in nearby Downey, South Gate, and Paramount attracted anchor stores — drained the local market. And later, political infighting among city officials made sustained redevelopment almost impossible.

Advertisement
Get More From A Face Cleanser And Spa-like Massage

To this day, there’s no public record of proven corruption directly tied to the 1970s mall plan. What did exist was a tangle of bureaucracy, economic change, and missed opportunity — a perfect storm that left Lynwood’s heart half-built and half-forgotten.

Growing Up Among the Vacant Lots

For those of us who were kids in Lynwood during that era, the story is more personal.

We remember the sight of the Montgomery Ward building — modern and hopeful at first, then shuttered and fading by the mid-1980s.

We remember riding bikes past the empty dirt fields that were supposed to become shopping plazas. And we remember the quiet frustration of adults who had believed the city’s promises.

Those empty blocks became our playgrounds — but they also became symbols of the gap between what Lynwood was and what it wanted to be.

A New Chapter: Plaza México and Beyond

By the late 1990s and early 2000s, the dream finally resurfaced in a new form.

Developers transformed the long-idle site into Plaza México, a vibrant commercial and cultural hub that celebrates Mexican and Latin American heritage.

It took nearly 30 years for Lynwood’s downtown to come alive again.

The result is beautiful — but it’s also bittersweet for those who remember how long the land sat empty, and how many local businesses and residents were displaced in pursuit of a dream that took a generation to fulfill.

Advertisement
Get More From A Face Cleanser And Spa-like Massage

Looking Back

The story of Lynwood’s lost mall isn’t just about urban planning.

It’s about hope, change, and resilience. It’s about how a community tried to reinvent itself — and how the children who grew up watching that effort still carry its memory.

Sometimes, when I drive through that stretch of Imperial Highway and Long Beach Boulevard, I still imagine what might have been: the bustling mall that never was, and the voices of a neighborhood caught between ambition and uncertainty.

📚 Further Reading

  • Montgomery Ward will close its Lynwood store. (Jan 3 1986) — Los Angeles Times. 

    Read it here

  • Montgomery Ward Won’t Confirm Deal: Lynwood Council Says Retailer to Stay Open. (Jan 16 1986) — Los Angeles Times. 

    Read it here

  • “Las Plazas of South LA” — academic paper by J.N. Leal (2012), discussing retail and redevelopment challenges in the region including Lynwood. 

    Read the PDF

  • Proposed Lynwood Development Draws Support and Criticism. (2007) — Los Angeles Sentinel. 

    Read it here

  • Wikipedia page: Lynwood, California — overview of the city including mention of Plaza México redevelopment. 

    Read it here

Dive into “The Knowledge,” where curiosity meets clarity. This playlist, in collaboration with STMDailyNews.com, is designed for viewers who value historical accuracy and insightful learning. Our short videos, ranging from 30 seconds to a minute and a half, make complex subjects easy to grasp in no time. Covering everything from historical events to contemporary processes and entertainment, “The Knowledge” bridges the past with the present. In a world where information is abundant yet often misused, our series aims to guide you through the noise, preserving vital knowledge and truths that shape our lives today. Perfect for curious minds eager to discover the ‘why’ and ‘how’ of everything around us. Subscribe and join in as we explore the facts that matter.  https://stmdailynews.com/the-knowledge/

 

Advertisement
Get More From A Face Cleanser And Spa-like Massage
View recent photos

Unlock fun facts & lost history—get The Knowledge in your inbox!

We don’t spam! Read our privacy policy for more info.


Discover more from Daily News

Subscribe to get the latest posts sent to your email.

Continue Reading

Entertainment

The dystopian Pottersville in ‘It’s a Wonderful Life’ is starting to feel less like fiction

A fresh look at It’s a Wonderful Life through the film’s darkest detour—Pottersville—and why its greed, corruption, and desensitization to cruelty feels uncomfortably familiar in America today.

Published

on

file 20251209 56 ruqe19.png?ixlib=rb 4.1
To many Americans, George Bailey’s dystopian nightmare is disquietingly familiar. Paramount

The dystopian Pottersville in ‘It’s a Wonderful Life’ is starting to feel less like fiction

Nora Gilbert, University of North Texas Along with millions of others, I’ll soon be taking 2 hours and 10 minutes out of my busy holiday schedule to sit down and watch a movie I’ve seen countless times before: Frank Capra’sIt’s a Wonderful Life,” which tells the story of a man’s existential crisis one Christmas Eve in the fictional town of Bedford Falls. There are lots of reasons why this eight-decade-old film still resonates, from its nostalgic pleasures to its cultural critiques. But when I watch it this year, the sequence where Bedford Falls transforms into the dark and dystopian “Pottersville” will resonate the most. In the film, protagonist George Bailey, who’s played by Jimmy Stewart, is on the brink of suicide. He seems to have achieved the hallmarks of the American dream: He’s taken over his father’s loan business, married the love of his life and fathered four excessively adorable children. But George feels stifled and beaten down. His Uncle Billy has misplaced US$8,000 of the company’s money, and the town’s resident tyrant, Mr. Potter, is using the mishap to try to ruin George, who’s his last remaining business competitor. An angel named Clarence is tasked with pulling George back from the brink. To stop him from attempting suicide, Clarence decides to show George what life would have been like if he’d never been born. In this alternate reality, Bedford Falls is called Pottersville, a place Mr. Potter runs as a ruthless banker and slumlord.
Movie still of young man walking through a dark, snowy town and passing by a bright sign reading 'Pottersville.'
Pottersville, the dark, dystopian version of Bedford Falls, is a place characterized by vice and moral decay. Paramount
Having previously written about “It’s a Wonderful Life” in my book on literary and film censorship, I can’t help but see parallels between Pottersville and the U.S. today. Think about it: In Pottersville, one man hoards all the financial profits and political power. In Pottersville, greed, corruption and cynicism reign supreme. In Pottersville, hard-working immigrants like Giuseppe Martini who were able to build a life and run a business in Bedford Falls have vanished. In Pottersville, homeless addicts like Mr. Gower and nonconformist “pixies” like Clarence are scorned and ostracized, then booted out of the local watering hole. In Pottersville, cops arrest people like Violet Bick while they’re at work and haul them away, kicking and screaming.
Black-and-white movie still of a young women being dragged away by the police as a worried young man looks on.
Violet Bick gets dragged away by the Pottersville police as George looks on. Paramount
But what horrifies George the most about Pottersville is how desensitized the people living in it seem to be to its harshness and cruelty – how they treat him like he’s the crazy, deranged one for wanting and expecting things to be different and better. This is what the current political moment feels like to me. There are days when the latest headlines feel so jarringly unprecedented that I find myself thinking, “Can this be happening? Can this be real?” If you think these comparisons are a bit of a stretch, consider when “It’s a Wonderful Life” was made, and the frame of mind Capra was in when he made it.

Frank Capra, anti-fascist

In 1946, Capra was just returning to Hollywood filmmaking after serving for four years in the U.S. Army, where the Office of War Information had tasked him with producing a series of documentary films about World War II and the lead-up to it. Even though Capra hadn’t been on the front lines, he’d been immersed in the sounds and images of war for years on end, and he had become acutely familiar with Germany, Italy and Japan’s respective rises to fascism.
Young man posing and smiling while wearing a military uniform.
Frank Capra served in the U.S. Army during World War II. Keystone/Hulton Archive via Getty Images
When deciding on his first postwar film, Capra recalled in his autobiography that he specifically “knew one thing – it would not be about war.” Instead, he chose to adapt a short story by Philip Van Doren Stern, “The Greatest Gift,” that Stern had originally sent to friends and family as a Christmas card in 1943. Stern’s story is certainly not about war. But it’s not exactly about Christmas, either. As Stern writes in his opening lines:
“The little town straggling up the hill was bright with colored Christmas lights. But George Pratt did not see them. He was leaning over the railing of the iron bridge, staring down moodily at the black water.”
The protagonist contemplates suicide because he’s “sick of everything” in the small-town “mudhole” he’s stuck in – until, that is, a “strange little man” gives him the chance to see what life would be like if he’d never been born. It was Capra and his team of screenwriters who added the sinister Henry F. Potter to Stern’s short, simple tale. The Potter subplot encapsulates the film’s most trenchant, still-resonant themes: the unfairness of socioeconomic injustices; the pervasiveness of corporate and political corruption; the threat of monopolized power; the need for affordable housing. These themes had, of course, run through many of Capra’s prewar films as well: “Mr. Deeds Goes to Town,” “You Can’t Take It with You,” “Meet John Doe” and “Mr. Smith Goes to Washington,” the last of which also starred Jimmy Stewart. But they take on a different kind of weight in “It’s a Wonderful Life” – a weight that’s especially visible on the weathered face of Stewart, who himself had just returned from a harrowing four-year tour of duty as a bomber pilot in Europe. The idealistic vigor with which Stewart had fought crooked politicians and oligarchs as Mr. Smith is replaced by the bitterness, exhaustion, frustration and desperation with which he battles against Mr. Potter as George Bailey.
Black-and-white movie still of a distraught man with snow on his jacket.
George Bailey feels helpless in the face of corruption and cruelty. Paramount

Life after Pottersville

By the time George has begged and pleaded his way out of Pottersville, the lost $8,000 is no longer top of mind. He’s mainly just relieved to find Bedford Falls as he had left it, warts and all. And yet, the Bedford Falls that George returns to isn’t quite the same as the one he left behind. In this Bedford Falls, the community rallies together to figure out a way to recoup George’s missing money. Their pre-digital version of a GoFundMe page saves George from what he’d feared most: bankruptcy, scandal and prison. And even though his wife, Mary, tries to attribute this sudden wave of collectivist, activist energy to some sort of divine intervention – “George, it’s a miracle; it’s a miracle!” – Uncle Billy points out that it really came about through more earthly organizing means: “Mary did it, George; Mary did it! She told some people you were in trouble, and they scattered all over town collecting money!”
A group of smiling people dump a large basket of cash on a desk.
The residents of Bedford Falls come together to save George from financial ruin. Paramount
But the question of whether George actually wins his battle against Potter is a murky one. While the typical Capra protagonist triumphs by defeating vice and exposing subterfuge, George never even realizes that Potter is the one who got hold of his money and tried to ruin his life. Potter is never held accountable for his crimes. On the other hand, George is able to learn, from his time in Pottersville, what a crucial role he plays in his community. George’s victory over Potter, then, lies not in some grand final act of retribution, but in the incremental ways he has stood up to Potter throughout his life: not capitulating to Potter’s bullying or intimidation tactics; speaking truth to power; and running a community-centered business rather than one guided by greed and exploitation. In recent months, there have been similar acts of protest, large and small, in the form of rallies, boycotts, immigrant aid efforts, subscription cancellations, food bank donations and more. That doesn’t mean the U.S. has made it out of Pottersville, however. Each day, more head-spinning headlines appear, whether they’re about masked agents terrorizing immigrant communities, the dismantling of anti-corruption oversights, the consolidation of executive power or the naked display of political grift. Zuzu’s petals are still missing. Clarence still hasn’t gotten his wings. But this holiday season, I’m hoping it will feel helpfully cathartic to go with George Bailey, for the umpteenth time, through the dark abyss of his dystopian nightmare – and come out with him, stronger and wiser, on the other side. Nora Gilbert, Professor of Literary and Film Studies, University of North Texas This article is republished from The Conversation under a Creative Commons license. Read the original article.
Dreambreaker: A Pickleball Story — A Closer Look at the Documentary and Its Uncredited Voice
Link: https://stmdailynews.com/dreambreaker-a-pickleball-story-a-closer-look-at-the-documentary-and-its-uncredited-voice/

Discover more from Daily News

Subscribe to get the latest posts sent to your email.

Continue Reading

Trending