
Scientists Identify a New Glitch in Human Thinking
The researchers have named the bias the 'doubling-back aversion.' In several experiments, they found that people often refuse to choose a more efficient solution or route if it requires them to double back on the progress already made. The findings suggest that people's subjective fear of adding more to their workload and their hesitance to wipe the slate clean contribute to this bias, the researchers say.
'Participants' aversion to feeling their past efforts were a waste encouraged them to pursue less efficient means,' they wrote in their paper, published this May in Psychological Science.
The 12 cognitive biases that prevent you from being rational
Psychologists have detailed all sorts of biases related to digging our feet in when faced with important new information. People tend to stick to the status quo in choosing dinner at a favorite restaurant, for example, even when someone recommends a potentially tastier option. There's also the sunk cost fallacy, or the reluctance to veer off a disastrous path and choose another simply because they've spent so much time or resources pursuing it. The researchers argue that their newly named bias is certainly a close cousin to the sunk cost fallacy and similar biases, but that it ultimately describes a unique type of cognitive pitfall.
In their paper, they provide the example of someone whose flight from San Francisco to New York becomes massively delayed early on, leaving them stuck in Los Angeles. In one scenario, the traveler can get home three hours earlier than their current itinerary if they accept the airline's offer of a new flight that first stops in Denver; in the second, the person is instead offered a flight that will also shave three hours off, but they'll first have to travel back to San Francisco. Despite both flights saving the same amount of time, people are more likely to refuse the one that requires going back to their earlier destination, the paper explains (some people might even refuse the Denver flight, but that would be an example of the status quo bias and/or sunk cost fallacy at work, they note).
To test their hypothesis, the researchers ran four different types of experiments. The experiments collectively involved more than 2,500 adults, some of whom were UC Berkeley students and others who were volunteers recruited through Amazon's Mechanical Turk. In one test, people were asked to walk along different paths in virtual reality; another asked people to recite as many words starting with the same letter as possible. Across the various tests, the researchers found that people routinely exhibited this aversion.
This Is What Your Brain Looks Like When You Solve a Problem
In one experiment where people had to recite words starting with 'G,' for instance, everyone was asked midway through if they wanted to stay with the same letter or switch to reciting words starting with 'T' (a likely easier letter). In the control condition, this decision was framed as staying on the same task, simply with a new letter, but in the other, people were asked if they wanted to throw out the work they had done so far and start over on a new task. Importantly, the volunteers were also given progress bars for the task, allowing them to see they would perform the same amount of work no matter the choice (though again, 'T' would be easier). About 75% of participants made the choice to switch in the control condition, but only 25% did the same when the switch was presented as needing to double back.
'When I was analyzing these results, I was like, 'Oh, is there a mistake? How can there be such a big difference?'' said lead author Kristine Cho, a behavioral marketing PhD student at UC Berkely's Haas School of Business, in a statement to the Association for Psychological Science, publishers of the study.
Other researchers will have to confirm the team's findings, of course. And there are still plenty of questions to answer about this aversion, including how often we fall for it and whether it's more likely to happen in some scenarios than others. But for now, it's oddly comforting to know that there's another thing I can possibly blame for my occasional stubbornness to take the faster subway train home.
Hashtags

Try Our AI Features
Explore what Daily8 AI can do for you:
Comments
No comments yet...
Related Articles


WIRED
30 minutes ago
- WIRED
WIRED Roundup: Why GPT-5 Flopped
By Zoë Schiffer and Jake Lahut Aug 18, 2025 2:01 PM On this episode of Uncanny Valley , we dig into WIRED's latest—from crude deportation memes to GPT-5's negative reception. Photo-Illustration:In today's episode, our host Zöe Schiffer is joined by WIRED's senior politics writer Jake Lahut to run through five of the best stories we published this week—from how the Trump administration is creating and sharing memes to make fun of deportations, to NASA's ambitious goal to put nuclear reactors on the moon. Then, Zöe and Jake dive into why users kind of hated OpenAI's GPT-5 release. Mentioned in this episode: OpenAI Scrambles to Update GPT-5 After Users Revolt by Will Knight The Trump Administration Is Using Memes to Turn Mass Deportation Into One Big Joke by Tess Owen Trump Family–Backed World Liberty Financial Sets Up $1.5 Billion Crypto Treasury by Joel Khalili Inside the 'Whites Only' Community in Arkansas by David Gilbert Why the US Is Racing to Build a Nuclear Reactor on the Moon by Becky Ferreira Join us live in San Francisco on September 9th. Get your tickets here. You can follow Zoë Schiffer on Bluesky at @zoeschiffer and Jake Lahut on Bluesky at @ Write to us at uncannyvalley@ How to Listen You can always listen to this week's podcast through the audio player on this page, but if you want to subscribe for free to get every episode, here's how: If you're on an iPhone or iPad, open the app called Podcasts, or just tap this link. You can also download an app like Overcast or Pocket Casts and search for 'uncanny valley.' We're on Spotify too. Transcript Note: This is an automated transcript, which may contain errors. Zoë Schiffer: Hey, this is Zoë. Before we start, I want to share some exciting news with you. We're doing a live show in San Francisco on September 9th, in partnership with KQED. Uncanny Valley co-hosts, Lauren Good and Michael Colore will sit down with our editor-in-chief, Katie Drummond, and a special guest, for a conversation that you really won't want to miss. You can use the link in the show notes to grab your ticket and invite a friend. We can't wait to see you there. Welcome to WIRED's Uncanny Valley . I'm Zoë Schiffer, WIRED's Director of Business and Industry. Today on the show, we're bringing you five stories that you absolutely need to know this week, including the less than warm reception that OpenAI's GPT-5 model got from users. I'm joined today by WIRED's senior writer. Jake Lahut. Jake Lahut: Great to be back. Zoë Schiffer: So our first story this week is about how the Trump administration has been posting memes to make fun of deportations. Have you seen these at all? Jake Lahut: Yes, unfortunately I have. Yeah. Real fun, funny stuff. Zoë Schiffer: Yeah, real dark. So WIRED contributor, Tess Owen, reported on this pattern of different official government accounts on social media using whatever is viral at the moment and tailoring it to promote and make fun of deportations. And this is especially popular in the accounts of the Department of Homeland Security and Immigrations and Customs Enforcement, and the White House. So for example, there's this catchy jingle that belongs to Jet2, which is a low budget British Airline that's been making the rounds lately on social media. [Archival audio]: Nothing beats a Jet2 holiday, and right now- Zoë Schiffer: Last month, DHS and the White House made a joint Instagram post incorporating the tune on top of footage of ICE detainees in handcuffs boarding a deportation plane, and the caption reads, "When ICE books you on one-way Jet2, holiday to deportation, nothing beats it." Jake Lahut: Oh my God. Zoë Schiffer: I honestly have such a hard time thinking about who would find that funny, even if you really are anti-immigration, I don't know another way to say it, it just seems so mean. Jake Lahut: Yeah, if you could have seen our faces when that was playing. Yeah, darling, hold my hand, I don't want to ever see anything like that ever again. Something I've picked up on ever since covering the Trump 2024 campaign, which is, there's obviously still a lot of really weird, cringy, messed up stuff going on here, but it's also an attempt, at least from their point of view in the weird bubble they're in to kind of mainstream this stuff. Zoë Schiffer: Right. And this is actually the point, according to Tessa's reporting, she spoke to experts who said that the goal of this is really to normalize what's happening. The point isn't just to be crude or cruel, it's strategic. This sparked a bunch of backlash. It's not just you and me, but in response to WIRED's reporting, the White House gave a statement that basically just dismissed these concerns and said that it, "won't apologize for posting banger memes." Moving on to the world of crypto. Our colleague, Joel Kalili, reported on a cryptocurrency business called World Liberty Financial, which I'm sure you're familiar with too, Jake. Jake Lahut: Oh, yeah. Zoë Schiffer: Which has come up with a clever workaround, I guess you could say, for the fact that crypto can't technically be traded on the stock exchange. So World Liberty is now allowing investors to speculate on the price of its coin by way of a little known company that is legally listed on the NASDAQ, called Alt-Five Sigma Corporation. Are you familiar? Jake Lahut: I am not as familiar with that word mash. Zoë Schiffer: So this is where it gets kind of sticky because technically Alt-Five is marketed as a crypto payments company, but in practice, the deal will turn the stock into a sort of proxy for their crypto coin, basically allowing investors to bet on the asset without the hassle and risk that comes with holding a crypto coin themselves. It sounds very crypto. It's a scheme that has raised eyebrows, to say the least. One of Joel's Wall Street sources told us that what this move effectively does is build a holding company with the sole objective of creating a treasury for their crypto coin, about $1.5 billion worth, which could inflate the market capitalization of the coin. Jake Lahut: And this is also controversial because this starts opening up a different can of worms where potential investors and politically motivated actors who are all in this orbit can have even more influence over the administration. We've already seen the way you can do that with the meme coin, now with World Liberty Financial they're obviously affiliated with Trump's adult sons, and the Trump family controls 22.5% of the WLFI coins and about a 40% equity stake in World Liberty Financial. So this is definitely the big game in town when it comes to buttering the Trump family's biscuit. Zoë Schiffer: Right. I love how you said that. Yeah, basically, if you want to potentially try and curry favor with Trump, you buy into one of these schemes, and maybe you'll get invited to a fancy crypto dinner, which has happened before. Maybe you get something else. But even just the optics here are pretty suspect. Jake Lahut: Yeah. And in a little side item we had in my Interloop Newsletter this week, we had some new data on the somewhat stunning lack of enforcement from the Trump administration across the tech sector, but crypto in particular had pretty much everyone who had been facing any kind of legal action from the Biden administration, having their enforcement actions either dropped completely or paused. And in one instance, we're looking at the maybe first ever pardoning of a company from one of these things. So you don't need to just pony up the money for these things and expect a legislative win, you can just get the heat pulled off of you on the regulatory front. Zoë Schiffer: Right. So our third story, I'm really waiting for one that's not incredibly depressing, but right now we're going all the way to Arkansas where our colleague, David Gilbert, reported that a group of Americans are building a "whites-only community," which they call Return to the Land. The group believes that white people and western culture are facing extinction because of an influx of immigrants and minorities. And according to the group's founder, access to the community is open only to people of white European ancestry who share common views on things like segregation, abortion, and gender identity. Return to the Land's president shared their intellectual inspiration with David, the reporter, saying that they were partly inspired by venture capitalist and the son of immigrant parents, Balaji Srevenesin, and his book, The Network State, which promotes the idea of a digital-first community of people with shared values, with the aim of gaining a degree of sovereignty and autonomy. Jake Lahut: And look, not just America, long history of a bunch of wacky well-intentioned or just downright weird utopias, but this one, a little different, because you're having the sovereignty to be racist. But in all seriousness, Zoë, how is any of this legal? Zoë Schiffer: Yeah, I mean, that is the real question. So the whole premise goes back to the Fair Housing Act of 1968, which prevents housing discrimination based on race or religion, but Return to the Land claims that the structure of the community is more akin to a private member's association. And so far local authorities seem to agree. Arkansas Attorney General, Tim Griffin, told WIRED that his office has found nothing illegal about the community. Surprise, surprise. Jake Lahut: Yeah, it's like Erlich Bachman's incubator from Silicon Valley, but for white supremacy and racism. Zoë Schiffer: Exactly. Exactly. Okay, one more before we take a break. This one is about how the US is racing to build a nuclear reactor on the moon. WIRED contributor, Becky Ferreira, recently reported that NASA is fast tracking a plan to build a nuclear reactor on the moon by 2030 under a new directive from the agency's interim administrator, Sean Duffy. Jake Lahut: Sean Duffy, only in America, can you go from the Fox and Friends weekend couch to being Secretary of Transportation, to also doing this. He's a busy, busy man, multitasking- Zoë Schiffer: He's a busy, busy man. Jake Lahut: To the moon. Zoë Schiffer: So his stated motivation is that the US has to stay ahead in what he deems to be the "moon race" with China and Russia. Both countries have expressed their desire to place nuclear reactors on the moon, and it's an appealing idea because nuclear energy is a powerful continuous source of energy. We're hearing about it more and more with the AI race. And so the directive laid out by Duffy is to quickly design, launch, and deploy an operational 100 kilowatt reactor to the lunar South Pole within five years that would be built with commercial partners, and experts say this would be difficult, but not completely impossible. If it actually gets accomplished, it would potentially change the space industry. They could start designing space systems around what we want to do and not what smaller, often limited power allows them to do. Jake Lahut: With the added bonus of effectively using a nuclear flag to prevent other countries from landing in this area, so, all right. Sounds promising, question mark? Zoë Schiffer: It is, and there's always a but, there's also a mountain of safety and regulatory concerns that this would bring obviously, because we're literally dealing with nuclear energy in outer space. So how do you contain the uranium for one, how do you make sure to stay in your sovereign zone so you don't accidentally start a space war? All these questions are coming up and accelerated process could make it even trickier. Jake Lahut: Yeah. I extremely do not want to be here for a space war, so catch me pulling a Yoda in the Degaba system. I'll hide it out until the all clear has been given. Zoë Schiffer: I'll be there with you. Okay. Coming up, we'll dive into why OpenAI's latest model release ended up being kind of a flop despite all of the hype. Stay with us. Welcome back to Uncanny Valley . I'm Zoë Schiffer, I'm joined today by Jake Lahut, and we're discussing the user response to OpenAI's release of GPT-5. OpenAI's GPT-5 model was meant to be like a world changing upgrade to the wildly popular ChatGPT. Sam Altman had tweeted out the Death Star, they said it was going to have kind of virtuosic skill and PhD level intelligence, and I think a lot of people felt like it was going to bring us basically up to artificial general intelligence. Were you aware of the hype leading up to everything? Jake Lahut: And I was definitely taken aback by the term PhD level intelligence in the hype for all of this stuff. And what I started to wonder about was like, what is that going to look like compared to the more sycophantic glaze you up version of GPT-4.0? Zoë Schiffer: So yeah, it was too much hype. They'd actually tried... I talked to sources about this, internally they were testing various models that they wanted to call GPT-5 and none were meeting the mark. And so I think there was a fair amount of pressure internally. If you talk to people who work closely with Sam, they'll say he really likes to have a big splash every three to four months, once a quarter at least. And so I think the combination of the fact that they hadn't released a major model in a while, I mean the open source models notwithstanding, they had been hyping GPT-5 for so long. There was this push to be like, "We have to release a model, a big model, and we kind of have to call it GPT-5." Then the day it launched, there was supposed to be this feature that could automatically route your query based on how complicated it was, like if you were asking something very simple, it would route you to a cheaper model basically. And if you were asking something more complicated, you might get a reasoning model. That broke according to Sam Altman, the CEO. And so the model just seemed dumber all day than it otherwise would. So I don't know. There was a lot going on. Jake Lahut: And at least from my more layman outside politics world perspective on this, it does seem like a... From the economics to be a rather smart, more efficient way to go about it. But the part that really stood out to me though was more of the "personality" of GPT-5 and this revolts that it started on Reddit and among the ChatGPT super users, of which I am admittedly not one. Zoë Schiffer: Right, yeah. So this was really fascinating. I think one thing that happened, and again I'm pulling this from conversations with a bunch of sources inside the company, is that they really wanted to optimize for coding ability this time, because that's really been Claude's edge, Anthropic's AI model, and obviously it's a huge revenue driver. It's kind of the first area where we've seen a big widespread commercial adoption in a way that could do the thing that AI companies have been saying all along will be done, which is it'll disrupt and augment jobs in a pretty serious way. Engineers really are using these tools and companies are really pushing the tools on their own workforce. But like you said, the reason that regular people like models isn't often because of their coding ability. It's because they genuinely like talking to them. It's a lot more about the personality, about the warmth, even about the sycophancy, although they've fixed a large part of that in the latest release. And so people completely flipped out. We were looking at Reddit and people were saying, "This is erasure, what have they done? Take me back to 4.0." Jake Lahut: "You took away my friend." Zoë Schiffer: Yeah, I mean it really, really impacted people. I think on the most extreme ends, you see people who have, what looks like perhaps like a mental health crisis, they're so attached to the model, but then you just have complete power users who are like, "This is part of my minute by minute life. What have you done? You didn't warn me." Jake Lahut: And this is where the introspective aspect of these tools, the kind of desire for self-understanding, the people who are not advisably from any medical perspective, but they are trying to use these bots for something akin to therapy. And what it made me think of when I saw this rolling out was, is this maybe the beginning of something bigger where there's kind of a departure between the "regular consumer" experience and demand for AI versus the business application. We may not all have the same definition of intelligence when it comes to these models, and that some of us really just want a buddy, a companion, a way to know ourselves better. And then other people are like, "No, I just need a little team of bots here to manage, get my stuff done, I'm going to babysit and I'm going to tell them what to do and live my life." And yeah, I don't know where that goes. It does seem like it's revealing something maybe genuinely new about the human condition in a way that I would not have expected. Zoë Schiffer: Yeah, I mean, I think it's been a learning for OpenAI. They've been kind of baffled. I've seen these conversations internally where they're like, "I guess people don't care as much about intelligence as we thought." The narrative around intelligence is critically important for fundraising, if nothing else, they really need to raise gobs of money and being like, "We're about to achieve artificial and general intelligence, AI will be able to do all of these things," is really important for that. But for everyday users, it really makes me think of this story that is kind of famous inside OpenAI About the night before the ChatGPT release in November of '22, Ilya, he was testing out what was going to be ChatGPT and asked it 10 pretty hard questions. And he felt like five of them, he got pretty good responses, and five were unacceptably bad. And they had this moment where they were like, "Do we release this? I don't know if it's good enough." And then they decided to move forward. And what we saw was the general public was like, "This is amazing." Because they'd solved a product issue. It wasn't necessarily about the model, which had been out for a long time. It was like the interface to interact with the model was really the unlock. And I think OpenAI, that really is more and more the company's edge, even though it really sees itself as a research lab. It's a product lab in a lot of ways, and it'll be interesting to see how that changes the company moving forward. Jake Lahut: Absolutely. Zoë Schiffer: That's our show for today. We'll link to all the stories we spoke about in the show notes. If you're in San Francisco, don't forget to get your tickets for the September 9th event with KQED. Make sure to check out Thursday's episode of Uncanny Valley , which is about what Palantir actually does and why it's so controversial. Adriana Tapia produced this episode, Amar Lal at Macrosound mixed this episode. Pran Bandi is our New York studio engineer. Kate Osborn is our executive producer. Conde Nass, Head of Global Audio is Chris Bannon and Katie Drummond is WIRED's Global Editorial Director.
Yahoo
an hour ago
- Yahoo
Many people using OTC birth control pills previously used nothing, study finds
Two years after the U.S. Food and Drug Administration approved the first over-the-counter birth control pill, new research is looking at who's switching to it and why. In the study, published Monday in JAMA Network Open, researchers used survey data from 986 people, ages 15 to 45, in 44 states who obtained the over-the-counter pill either online or at a pharmacy. They found that a significant portion of users shifted to the over-the-counter pill from a less-effective method of birth control or from using no contraception at all. Of those surveyed, they found a 31.8 percentage point increase in use by people who previously used no contraceptive method. A 41 percentage point increase was seen in those who switched from a less-effective method, like condoms or emergency contraception. Opill, the over-the-counter, progestin-only pill from drugmaker Perrigo, provides an option for obtaining oral contraceptives without needing to first see a health care provider. Allowing people to access the pill without a prescription was done in hopes of reducing barriers to access, according to the FDA's news release at the time of approval, which noted that almost half of the 6.1 million pregnancies in the U.S. each year are unintended. The new research "is one of the first studies to show that over-the-counter birth control pills are reaching the very people they're meant to help — those who face the greatest barriers to care," lead author Dr. Maria Rodriguez, professor of obstetrics and gynecology in the Oregon Health & Science University School of Medicine, said in a news release. Those accessing the over-the-counter pill were more likely than prescription users to be uninsured, younger (ages 15-20) and living in rural areas, according to the study. The most common reason people gave in the survey for choosing the OTC pill was that it didn't require an appointment, followed by those who said they didn't have a regular physician. "At a time when pregnancy is becoming even more dangerous in the United States — especially for people of color, those with low incomes, and those living in rural communities — our findings underscore that OTC contraception is a powerful tool for reproductive autonomy," Rodriguez said. Alaska Sen. Dan Sullivan on the Trump-Putin summit, sanctions and more Laufey on creating her own sound A robotics activist's remarkable crusade Solve the daily Crossword
%3Amax_bytes(150000)%3Astrip_icc()%2FTAL-northern-lights-montana-NRTHNLIGHTSUS0825-fa0e7265b7e34c4180efcc963d16425e.jpg&w=3840&q=100)

Travel + Leisure
an hour ago
- Travel + Leisure
The Northern Lights Are Expected Over 15 U.S. States Tonight—Here's Where to Look
Tonight into tomorrow, the night sky may put on a colorful show for skywatchers in several lucky states. On Aug. 18 and Aug. 19, a fast-moving stream of solar wind could spark a geomagnetic storm, potentially lighting up the sky with Northern Lights across 15 U.S. states, according to forecasters from NOAA's Space Weather Prediction Center (SWPC) and the U.K. Met Office. 'There is an increasing possibility during Monday of minor geomagnetic enhancement due to an arriving fast wind, with the possibility of a Coronal Mass Ejection glance Tuesday into Wednesday,' the UK Met Office stated. Alaska has the highest probability of seeing the northern lights tonight. Other states with a chance to spot the aurora, listed in order of likeliness, include: Montana, North Dakota, Minnesota, Wisconsin, Michigan, Maine, South Dakota, Vermont, New Hampshire, Idaho, Washington, New York, Wyoming, and Iowa. 'Late on 18 Aug, conditions are likely to increase to active levels followed by G1 (Minor) geomagnetic storm levels on 19 Aug. Active conditions are likely on 20 Aug,' NOAA predicts on its website. The aurora is expected to peak between 11 p.m. and 5 a.m. from the night of Aug. 18 through the morning of Aug. 19, with the Kp index—which measures geomagnetic activity on a scale of 0 to 9—projected to reach Kp 5 tonight. Currently, a large coronal hole, or open region in the sun's magnetic field, is facing the Earth. This has led to the ejection of a high-speed stream of solar wind toward our planet. When this solar wind interacts with Earth's magnetic field, it increases the likelihood of geomagnetic storms and the possibility of auroral displays. 'Aurora can often be observed somewhere on Earth from just after sunset or just before sunrise. The aurora is not visible during daylight hours. The aurora does not need to be directly overhead but can be observed from as much as 1000 km away when the aurora is bright and if conditions are right,' NOAA's website explains. For those in the potential viewing zones, try to find a north-facing spot with clear view of the horizon and minimal light pollution. There are also several mobile apps that can help track aurora forecasts in real time for the best chance of catching the show.