惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

D
Docker
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
C
Cisco Blogs
Scott Helme
Scott Helme
Know Your Adversary
Know Your Adversary
NISL@THU
NISL@THU
C
Cyber Attacks, Cyber Crime and Cyber Security
D
Darknet – Hacking Tools, Hacker News & Cyber Security
C
CXSECURITY Database RSS Feed - CXSecurity.com
S
Schneier on Security
I
Intezer
Spread Privacy
Spread Privacy
AWS News Blog
AWS News Blog
V
Vulnerabilities – Threatpost
Cloudbric
Cloudbric
V2EX - 技术
V2EX - 技术
Google Online Security Blog
Google Online Security Blog
L
Lohrmann on Cybersecurity
Recent Commits to openclaw:main
Recent Commits to openclaw:main
L
LINUX DO - 热门话题
S
Secure Thoughts
T
The Exploit Database - CXSecurity.com
博客园 - 【当耐特】
Recent Announcements
Recent Announcements
Security Archives - TechRepublic
Security Archives - TechRepublic
Stack Overflow Blog
Stack Overflow Blog
罗磊的独立博客
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
K
Kaspersky official blog
阮一峰的网络日志
阮一峰的网络日志
博客园_首页
Latest news
Latest news
B
Blog
F
Full Disclosure
大猫的无限游戏
大猫的无限游戏
博客园 - 叶小钗
L
LangChain Blog
GbyAI
GbyAI
Last Week in AI
Last Week in AI
S
Security Affairs
Apple Machine Learning Research
Apple Machine Learning Research
N
Netflix TechBlog - Medium
Security Latest
Security Latest
Vercel News
Vercel News
Y
Y Combinator Blog
G
GRAHAM CLULEY
S
Securelist
T
Troy Hunt's Blog
Hacker News - Newest:
Hacker News - Newest: "LLM"
雷峰网
雷峰网

Scientific American

Former deputy surgeon general Erica Schwartz nominated as new CDC chief NASA Artemis II astronauts say thank you to the world Congress grills RFK, Jr., about vaccines and cuts to health budget How the Grand Canyon formed is a surprisingly messy story. Here's the latest clue How far from humanity were the astronauts of Artemis II? The answer will surprise you Effect of antiamyloid Alzheimer’s drugs ‘absent or trivial,’ Cochrane review finds The Trump administration is looking to experts to weigh in on peptides When a naked mole rat queen dies, that usually means war—but not for this colony NASA needs nuclear power for its moon base. Here’s the White House plan to get it Why do older people have fewer seasonal allergies? 250-million-year-old fossil proves mammal ancestors laid eggs A face-swapping illusion can unlock childhood memories 30 years of Pokémon—how the Japanese franchise mirrors real-world science Sperm whales may make their own vowel sounds, similar to human language Colombia will euthanize Pablo Escobar’s invasive ‘cocaine hippos’ NASA’s Artemis III will pit SpaceX against Blue Origin The East Coast could see blazing hot temperatures this week. Here’s why Scientists just discovered 5.6 million bees under a New York State cemetery The real science of Pokémon How chemists engineer the signature smells of luxury perfumes How two mathematicians solved a cryptography mystery The engineering marvels hidden inside six-figure watches Expensive versus affordable binoculars—what’s the difference? How physicists found a new type of magnet hiding in plain sight A hot pair of supplements, creatine and methylene blue dye, may not work together Unlikely paths to discovery The baffling ecological disaster that's killing America’s freshwater mussels Poem: ‘How I Became a Spitfire Pilot during My Cataract Operation’ DARPA built an AI to fact-check enemy weapons claims Mathematicians created an ‘impossible’ shape that shouldn’t exist How cosmic rays are helping mining companies find critical minerals underground New evidence links heart disease to inflammation—and drugs can stop it An asteroid extinguished all the dinosaurs except for birds. Here’s why Math Puzzle: A disassembly job May 2026: Science History from 50, 100 and 150 Years Ago Readers respond to the January 2026 issue How to build a space hotel The humble ham sandwich inspired a math theorem for sharing food fairly Imperiled ‘cloud jaguar’ spotted in Honduran mountains for the first time in a decade Person functionally cured of HIV after bone marrow transplant from sibling Dream Chaser space plane faces uncertain future in NASA’s push for the moon Bizarre ‘compleximers’ break the rules of both glass and plastic This method to reverse cellular aging is about to be tested in humans The Artemis II mission worked—but should we really keep returning to the moon? How DNA forensics is transforming studies of ancient manuscripts Beetle larvae mimic flower scents to attract bee hosts See NASA’s Artemis II mission around the moon in 12 stunning photos New study shows how the brain weighs evidence to make decisions What NASA’s Artemis II tells us about the ‘overview effect,’ moon joy and awe New metal with triple copper’s heat conduction challenges fundamental physics NASA’s Artemis II reveals why humans still love the moon NASA’s Artemis II moon mission splashes down The Expanse authors James S. A. Corey explore alien war in new book The Faith of Beasts New particle mass measurement deepens quantum mystery NASA’s Artemis II crew returns today—here’s what to know ahead of splashdown Why bombing Iran’s nuclear power plant could cause an environmental disaster Mysterious heart neurons maintain blood pressure to prevent fainting NASA’s Dragonfly mission will send a nuclear-powered flying drone to Titan This sci‑fi twist on Moby-Dick will blow your mind Medieval aurora poetry provided clues to historic solar storms White House budget puts 54 NASA science missions on the chopping block NASA’s Artemis II moon mission is on track for Friday splashdown Timeline of the Artemis II moon mission’s return to Earth Why can’t humans regenerate limbs? New research offers a clue How the wildlife trade boosts the chance of a disease jumping from animals to humans Two hundred chimpanzees are embroiled in a ‘civil war’ NASA’s Artemis II moon mission preps for its last full day in space How China could still win the new moon race Lyme disease is spreading, but a new vaccine could curb infections No, Shroud of Turin DNA analysis doesn't show relic's origins, experts say What’s the deal with the Artemis II music? The crew finally gave us some answers The world’s deepest sensors will detect earthquakes around the world from far below Antarctica Why Artemis II’s reentry may be the moon mission’s greatest challenge yet NASA’s Artemis II moon mission is focusing on its return to Earth What is the quantum ‘Ghost Murmur’ purportedly used in Iran? Scientists question CIA’s claim of long-range heartbeat detection How well GLP-1 weight loss drugs work may depend on your genetics NASA’s Artemis moon missions are a game changer for astronomy Tracking Artemis II—after its historic lunar flyby, NASA’s moon mission heads home NASA’s Artemis program has sparked a race to land U.S. rovers on the moon Do people see robots as having race? New studies clash as humanoids enter the real world Health experts warn of rising measles cases in undervaccinated communities In a first, Artemis II moon mission astronauts make ‘ship to ship’ call to ISS The mathematically correct way to slice a pizza See NASA’s Artemis II mission’s first incredible photos of the moon, Earth and a total solar eclipse In an echo of Apollo 8, NASA’s Artemis II astronauts witness stunning ‘Earthrise’ and ‘Earthset’ NASA’s Artemis II astronauts celebrate epic lunar flyby with stunning new images NASA’s Artemis era may finally solve three major moon mysteries NASA’s Artemis II ‘free return’ trajectory lets gravity do the driving Trump speaks with NASA's Artemis II astronauts after historic moon flyby NASA’s Artemis II crew experience total solar eclipse from space NASA’s Artemis II moon mission reaches greatest distance from Earth NASA’s Artemis II astronauts break Apollo’s distance record Watch live—NASA’s Artemis II’s moon flyby is underway Bypass the Strait of Hormuz with nuclear explosives? The U.S. studied that option in the 1960s NASA’s Artemis II mission is about to pass behind the moon NASA’s Artemis II, endangered species and oil, low western U.S. snowpack Where is Artemis II? NASA astronauts near the moon for first time in more than 50 years NASA’s Artemis II laser communications system is beaming 4K video from the moon NASA’s Artemis II moon mission is gearing up for its lunar flyby What will NASA’s Artemis II astronauts see on the moon?
Are attention spans really shrinking? What the science says
2026-05-13 · via Scientific American

A century before social-media bans and advice to disable device notifications, the inventor and science-fiction writer Hugo Gernsback proposed a more extreme way to avoid distraction: an isolating wooden helmet. Outside influences, he said, were “the greatest difficulty that the human mind has to contend with.” Gernsback’s isolator device — part diving suit, part monastic cell — did help him to work, he said, but it came with a risk of suffocation. He later installed an air supply.

Concerns that sustained thought is under assault have become even more acute in the digital era. Smartphones buzz, Internet tabs multiply and television episodes carry regular reminders to help people keep track of the plot. Surveys suggest that we feel less able to concentrate, teachers report distracted students and headlines declare that our attention spans are shrinking.

Research across psychology and neuroscience, however, has built up a more nuanced picture of what is happening to our attention spans. The results suggest that people do flit from one task to another more frequently than they did in previous decades, and that this switching is often detrimental to performance. But there is little evidence that the brain’s fundamental ability to concentrate has been impaired. This suggests that if we can shut down the distractions of our environment, it is possible to recover focus.


On supporting science journalism

If you're enjoying this article, consider supporting our award-winning journalism by subscribing. By purchasing a subscription you are helping to ensure the future of impactful stories about the discoveries and ideas shaping our world today.


Historical images of Hugo Gernsbach’s isolated helmet.

Inventor Hugo Gernsback wearing his ‘isolator’ wooden helmet.

Bettmann/Getty Images

“I think there’s a huge disconnect between what we feel like is happening and what is actually happening,” says Monica Rosenberg, a psychologist at the University of Chicago in Illinois.

The attention-span confusion

“There is a whole flurry of people reporting that they feel like they can’t pay attention,” says Nilli Lavie, a cognitive neuroscientist at University College London. “They say they are constantly distracted, their attention jumps from one thing to another, and they can’t concentrate.”

In a 2021 survey of more than 2,000 UK adults, almost half said they felt their attention span was shorter than it used to be. And two-thirds thought that the attention span of young people has declined. Teachers and schools around the world have responded to this perception with modular lessons that break topics into digestible pieces. Some students now study literary extracts rather than full novels. When the novelist Elif Shafak questioned why TED talks were becoming shorter, she said last year she was told that it was because “the world’s average attention span has shrunk.”

The idea of an average attention span carries intuitive appeal. But the way it’s discussed can tangle distinct concepts. Researchers distinguish between people’s capacity to pay attention, that is, their underlying ability to concentrate on a particular task, and their real-world behaviour, or what people actually focus on from moment to moment.

What’s more, the capacity to pay attention is the result of several processes in the brain. These include sustained attention, the ability to stay engaged with a task over time; selective attention, the ability to prioritize some information and ignore the rest; and executive control, the ability to steer attention in line with a goal rather than whatever happens to be more tempting.

Attention in the laboratory

Capacity is measured under controlled laboratory conditions that test performance on a task — often a tedious one — over time. To test sustained attention, volunteers might monitor a screen showing streams of letters and shapes and identify specific changes. The ‘d2’ task, for instance, displays rows of letters, such as d and p, sometimes with dashes drawn above or below them, and asks people to mark the letter d only if it has two lines underneath.

Many lab studies have shown how performance on such tasks declines in about ten minutes, although the pattern of decline is not smooth: even apparently strong attention naturally fluctuates between bursts of good performance, lapses and recovery.

Further tests demonstrate how providing a distracting environment, such as playing sounds of babies crying and dogs barking, worsens people’s performance on cognitive tasks. This provides a basis for understanding distractions in the real world. Analyses have demonstrated that, for instance, traffic accidents are more likely to occur if drivers are talking on their phones.

The lab studies haven’t shown evidence that — when free of distractions — people’s underlying capacity to pay attention has changed. But there are differences in how people perform. Those who say they frequently juggle several streams of media at once tend to perform worse on tests of selective attention, for example showing greater difficulty filtering out irrelevant information. They also show differences in tests related to working memory and executive control.

But these correlations might only reflect that individuals with different attentional tendencies could be naturally drawn to switch focus more often; the observations can’t prove that their digital environment has causally altered their brains. And although attention deficit hyperactivity disorder (ADHD) diagnoses have increased in recent years, researchers generally attribute the rise to changes in awareness and access to assessment and diagnostic practice, rather than to an underlying change in people’s attention capacity.

Overall, there are no convincing data from controlled lab tests to support the idea that people have become less able to concentrate because the capacity of attention is being degraded over time. A 2024 meta-analysis of results from d2 tests performed by more than 21,000 people from 32 countries between 1990 and 2021 showed no differences in how children scored and, if anything, a slight improvement in adult performance.

“It’s not so much that human biology has changed, it’s more a change in habits. And the question is how reversible those habits are,” says Nelson Cowan, a psychologist at the University of Missouri in Columbia.

Real-world measurements

The strongest evidence for change when it comes to attention is not from laboratory tasks but from measures of real-world behaviour. For two decades, Gloria Mark, a psychologist at the University of California, Irvine, has monitored how office workers use computers. Her studies, based on direct observation and digital tracking, show that the average duration of attention to a single task has steadily declined. “We do know that attention spans on screens have measurably decreased,” she says.

Mark’s work does not seek to measure sustained focus towards a specific goal. Instead, she counted when and how often workers switch between tasks. Such switches don’t have to be towards trivial distractions that would annoy the boss. They include opening a new browser tab, checking an e-mail and moving between documents, as well as glancing at a phone. In the mid-2000s, she says, she observed that workers spent about two and a half minutes on average on a dedicated screen task before switching. By the 2010s, that was down to about 75 seconds, and in the early 2020s it was about 47 seconds, according to Mark’s 2023 book.

Often included in discussion of these results is a 2015 marketing report by Microsoft Canada, which stated that the average human attention span had fallen from 12 seconds in 2000 to 8 seconds in 2013. The report noted that this was shorter than a goldfish’s average attention span, which it reported as 9 seconds. But the report’s findings, based on surveys, filmed behaviour and electroencephalogram (EEG) data — which uses spikes in brain activity to measure when people switch their focus — reflected changing digital habits rather than cognitive limits and even noted that people were becoming more efficient at processing information. (Also, goldfish are unfairly maligned; there is no evidence that they have particularly short attention spans, and studies show they retain some information for months).

Mark’s research shows that frequent switching of attention carries a cognitive cost. “When people switch, and especially when they switch fairly rapidly, which is what the data show, they tend to make more errors,” she says. “It takes them longer to accomplish any single task compared to if they were to do work sequentially, and stress goes up.” Constant switching also diverts the kind of mental effort used. “We’re not utilizing those skills of reflection, deliberation, working memory,” she says. This can lead to the familiar malaise of superficial busyness without seeming to make progress.

Every generation has a panic that new technology will undermine the ability to concentrate. “But now we are in the digital age, and I do argue it’s different,” Mark says: both the scale of information available and the speed with which we can access it has changed. Importantly, the nature of the competing pulls on our attention has changed, too. The modern environment does not simply impose distractions. It bombards us with alternatives that offer more immediate rewards. People are switching tasks so often and resetting their attention each time because they choose to do so, even if they don’t realize it.

“If the alternatives are really rewarding and high value, then it will be very hard to focus on something else that’s going to require more subjective effort,” says Michael Esterman, a neuroscientist at Boston University in Massachusetts.

That’s ‘high value’ as classed by a psychologist or neuroscientist — which is not necessarily the way a parent, teacher or corporate superior would see it. Notifications, messages and social-media feeds provide the brain with bursts of social validation, novelty and information.

Mark argues that these rewarding digital environments might be altering our attentional habits, including our tendency to drift even in the absence of obvious distraction. Her research suggests that the sources of interruptions are not solely external — such as the ping of an arriving message. “People are about as likely to self-interrupt as they are to be interrupted,” Mark says. And when external interruptions decrease, internal ones often increase — a pattern that suggests that distraction and switching can become habitual, she argues, and leave attention more fragmented.

Are our brains actually changing?

Real-world studies such as Mark’s are too messy to generate reliable data on specific aspects of brain performance. But Lavie also worries that this constant switching could relate to weaker executive control. She suggests that it could have long-term implications for the brain.

Her work shows that the ability to control attention is linked to structural differences in the brain, specifically the amount of grey matter in regions of the frontal cortex. Using magnetic resonance imaging (MRI) scans and behavioural tests, she has shown that individuals with greater grey-matter volume in these areas perform better on tasks that require maintaining focus and resisting distraction. The grey-matter volume can be used to make accurate predictions about how people will perform, and might reflect a combination of genetic factors and long-term experience.

In principle, such measurements might be used to detect changes in attention capacity over time or between cohorts of people. Lavie doesn’t have the data to show that, and no such pattern has shown up in controlled lab studies, but she argues that it could happen. “There is the possibility that you either exercise it and it’s got a good grey-matter volume,” she says, “or you don’t, and it shrinks.”

Rosenberg studies a different brain signature of attention. Using functional MRI, which measures brain activity, her team has identified patterns that link several systems, including the frontoparietal cortex, subcortical structures and the cerebellum, that together predict how well a person performs on sustained-attention tasks. These connectivity signatures are robust across individuals, populations and clinical groups, such as people with ADHD, and can be used to predict attention performance in people who haven’t been tested before.

Again, because patterns of connectivity can predict how well individuals perform on sustained-attention tasks, repeatedly scanning the same people could reveal whether that capacity is stable or changing. But Rosenberg’s studies so far are only snapshots or short-term, and focused on brain development rather than long-term changes.

How to improve focus

What does research on attention suggest about how we can improve our focus? “If we want to change our attention, then I think changing our environments will be much more effective than changing ourselves,” says Rosenberg.

One way is to remove known sources of external distraction, especially those that offer short-term value and reward, even if the distraction seems faint. In some studies of cognitive tasks, people do worse if they have their phone in their pocket, even if it’s on silent.

Because attention naturally switches to high-reward distractions, another strategy is to artificially inflate the value of the task at hand. Payments for accuracy and consistency on attention tasks reduce lapses, produce fewer errors and can slow the rate of attentional decline over time.

In a job and getting paid already? Feedback, internal competition and clear goals can help to make accuracy and consistency feel important. So can a sense that what you are doing matters.

If attention is shaped by habits, as Mark suggests, then it should also be possible to train and reverse those habits. Techniques such as mindfulness seem to strengthen the ability to notice when attention drifts and bring it back. Short breaks can restore performance.

And distraction itself is not always the enemy. An important finding from controlled lab studies of attention is that even when volunteers have no external distractions, their minds still wander, often without conscious awareness that they have gone off task.

Esterman, who has spent years studying these fluctuations, argues that the flickering of attention must originate in the brain as useful internal processes that can distract us, including thoughts, ruminations and worries. Periods of mind-wandering can support creativity, planning and problem-solving, enabling the brain to explore and integrate ideas.

Not only is sustained attention riddled with inevitable lapses, it is also shaped by mood, stress, sleep and anxiety, all of which influence both performance and how people interpret their own lapses. Negative moments loom large in memory, whereas successful concentration often passes unnoticed.

Most importantly, the steady performance on the lab studies suggests that despite the competing attractions of the modern world, focus can still be found when we really need it. “We pay attention according to our goals,” Mark says. The question is what those goals have become.

And if nothing else works, there’s always a wooden helmet.

This article is reproduced with permission and was first published on May 6, 2026.