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

量子位
C
CXSECURITY Database RSS Feed - CXSecurity.com
S
Schneier on Security
博客园 - 叶小钗
博客园 - 三生石上(FineUI控件)
C
Cybersecurity and Infrastructure Security Agency CISA
Engineering at Meta
Engineering at Meta
Google DeepMind News
Google DeepMind News
酷 壳 – CoolShell
酷 壳 – CoolShell
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
H
Hackread – Cybersecurity News, Data Breaches, AI and More
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
博客园_首页
T
Threat Research - Cisco Blogs
C
Cisco Blogs
Recent Announcements
Recent Announcements
S
Securelist
N
Netflix TechBlog - Medium
The Register - Security
The Register - Security
P
Privacy & Cybersecurity Law Blog
宝玉的分享
宝玉的分享
D
Darknet – Hacking Tools, Hacker News & Cyber Security
L
LINUX DO - 热门话题
T
Tor Project blog
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
月光博客
月光博客
AWS News Blog
AWS News Blog
P
Proofpoint News Feed
博客园 - 司徒正美
L
LINUX DO - 最新话题
Stack Overflow Blog
Stack Overflow Blog
博客园 - 聂微东
H
Help Net Security
Spread Privacy
Spread Privacy
PCI Perspectives
PCI Perspectives
Project Zero
Project Zero
I
Intezer
T
The Blog of Author Tim Ferriss
有赞技术团队
有赞技术团队
The Last Watchdog
The Last Watchdog
C
Check Point Blog
Blog — PlanetScale
Blog — PlanetScale
B
Blog RSS Feed
MyScale Blog
MyScale Blog
V
Vulnerabilities – Threatpost
Recorded Future
Recorded Future
T
Tenable Blog
Jina AI
Jina AI
D
DataBreaches.Net
阮一峰的网络日志
阮一峰的网络日志

Ars Technica

Microsoft issues emergency update for macOS and Linux ASP.NET threat Anthropic tested removing Claude Code from the Pro plan Coyote vs. Acme is finally getting released—with a killer trailer Google unveils two new TPUs designed for the "agentic era" Tabloid reports linking 10 missing and dead scientists spur FBI probe Physicists think they've solved the muon mystery New court ruling blocks many of the government's anti-renewable policies Indian med student rakes in thousands with AI-generated MAGA hottie As EV batteries improve, ChargePoint debuts 600 kW fast charger Our favorite gear at Sea Otter Classic wasn't the bikes—it was the accessories Investors lost billions on Trump’s memecoin. Another gala won’t fix that. Pentagon wants $54B for drones, more than most nations’ military budgets Mozilla: Anthropic's Mythos found 271 security vulnerabilities in Firefox 150 Supreme Court arguments make it clear that FCC fines are "nonbinding" Silo S3 teaser hints at the wasteland's origins Framework's CEO on the RAM crisis and creating a "MacBook Pro for Linux users" Florida probes ChatGPT role in mass shooting. OpenAI says bot "not responsible." Report: Meta will train AI agents by tracking employees' mouse, keyboard use Microsoft removes Call of Duty from Game Pass, lowers subscription pricing Framework Laptop 13 Pro is a major overhaul for the modular, upgradeable laptop Framework Laptop 16 upgrades make it look less like an unfinished prototype Internal emails show how Amazon raises prices across the Internet, lawsuit says Anthropic gets $5B investment from Amazon, will use it to buy Amazon chips CATL's new LFP battery can charge from 10 to 98% in less than 7 minutes AMD Ryzen 9 9950X3D2 Dual Edition review: Tons of cache for tons of dollars What's the deal with spacesuits for the Moon? Will they be ready in time? Loneliness in older adults can often lead to memory impairment Contrary to popular superstition, AES 128 is just fine in a post-quantum world Pentagon pulls the plug on one of the military's most troubled space programs John Ternus will replace Tim Cook as Apple CEO Blue Origin's rocket reuse achievement marred by upper stage failure I’ve fired one of America’s most powerful lasers—here’s what a shot day looks like Great white sharks are overheating US-sanctioned currency exchange says $15 million heist done by "unfriendly states" Man with @ihackedthegovernment Instagram account tells judge, “I made a mistake" Trump picks qualified, normal health leader to head CDC; experts still cautious $25,000 buys plenty of used EVs: Here are some options Satellite and drone images reveal big delays in US data center construction Amazon won’t release Fire Sticks that support sideloading anymore Ridley Scott's post-apocalyptic The Dog Stars drops first trailer Artemis II pilot talks about what it was really like to fly and land in Orion Meta's AI spending spree is helping make its Quest headsets more expensive Rocket Report: Starship V3 test-fired; ESA's tentative step toward crew launch Recent advances push Big Tech closer to the Q-Day danger zone After a saga of broken promises, a European rover finally has a ride to Mars Lucasfilm drops The Mandalorian and Grogu final trailer at CinemaCon Intel refreshes non-Ultra Core CPUs with new silicon for the first time OpenAI starts offering a biology-tuned LLM As they got close to the Moon, Artemis II astronauts were eager to land Mozilla launches Thunderbolt AI client with focus on self-hosted infrastructure Ad firms settle with Trump FTC over claims they boycotted conservative media New Codex features include the ability to use your computer in the background The Ukraine war's deep impact on Metro 2039’s development, story New undersea cable cutter risks Internet’s backbone Microsoft and Stellantis want to use AI to help car owners Gemini can now create personalized AI images by digging around in Google Photos RFK Jr. forces FDA to reconsider 12 unproven peptides after 2023 ban First look: Also's upcoming e-bike disconnects the pedals and wheels Meet the Quantum Kid The race to Shackleton Crater is on—will Jeff Bezos or China get there first? Florida surgeon charged with killing man after removing liver instead of spleen Jury finds Live Nation/Ticketmaster is illegal monopoly that overcharged fans "TotalRecall Reloaded" tool finds a side entrance to Windows 11's Recall database Google releases new apps for Windows and MacOS Boston Dynamics’ robot dog now reads gauges and thermometers with Google's AI Prime Video shows “technical difficulties” sign instead of NBA game in overtime New teaser gives us first look at Godzilla Minus Zero Vulcan woes will "absolutely" be a factor in Pentagon's next rocket competition Adobe takes Creative Cloud into Claude Code-esque territory Good Omens S3 trailer sets up a blessed conclusion Bubble watch: Fashion brand Allbirds pivots hard to become AI services company New 3D map of Universe could solve dark energy mystery What’s the deal with Alzheimer’s disease and amyloid? Blue Origin has a new employee stock plan, but not everyone is happy It's Tax Day, and no one knows how to file for prediction market winnings Ukraine’s military robot surge aims to offset drone risks to humans Sony killing features for antenna, set-top box users of Bravia smart TVs in May Americans ask AI for health care. Hospitals think the answer is more chatbots. Shock from Iran war has Trump's vision for US energy dominance flailing The Artemis II mission has ended. Where does NASA go from here? AI models are terrible at betting on soccer—especially xAI Grok Four astronauts are back home after a daring ride around the Moon Californians sue over AI tool that records doctor visits New paper argues history, not mantle plume, powers Yellowstone F1 moves a step closer to fixing its 2026 hybrid problem Report: US demands Reddit unmask ICE critic, summons firm to grand jury Microsoft's "commitment to Windows quality" starts with overhaul of beta program "Oobleck" still holds some surprises YouTube increases Premium price again, says 90-second unskippable ads are a bug Oldest octopus fossil found to not be an octopus What leaked "SteamGPT" files could mean for the PC gaming platform's use of AI Here's what to expect from the fiery, 14-minute return of Artemis II Pro-Iran Explosive Media trolls Trump with AI-generated Lego cartoons Dad stuck in support nightmare after teen lied about age on Discord Rocket Report: Chinese version of Falcon 9 fails; Artemis depends on rapid heavy lift Orion helium leak no threat to Artemis II reentry but will require redesign RFK Jr. rewrites CDC panel's charter, opening door to anti-vaccine quacks AI on the couch: Anthropic gives Claude 20 hours of psychiatry Clinical trial shows gene editing works for β-Thalassaemia, too “Negative” views of Broadcom driving thousands of VMware migrations, rival says
Whatever the mirror test tells us, beluga whales pass it
Ars Contributors · 2026-05-24 · via Ars Technica

What do we see?

The white whales join the short, contested list of animals that see themselves.

In hours of underwater video footage from a New York aquarium, a beluga whale named Natasha stretches her neck, pirouettes, nods, and shakes her head in front of a two-way mirror. Her daughter Maris does much the same. According to a new study published in PLOS One, both animals show the behavioral hallmarks of mirror self-recognition—a cognitive ability long considered a marker of self-awareness, and one that had never before been documented in beluga whales.

If the result holds up, belugas join a remarkably short list. The mirror self-recognition test (MSR) has been passed, with varying degrees of confidence, by humans (starting around age two), a handful of great apes (chimps, bonobos, orangutans, and—somewhat contentiously—gorillas), Asian elephants, bottlenose dolphins, probably magpies, possibly orcas, and, if you can believe it, a cleaner wrasse. That’s it. No dogs, no cats, no monkeys. Plenty of species we had assumed were self-aware have been tested and failed.

Looking at the mirror

So what is this test, exactly, and what is it supposed to tell us?

The procedure is this: While the animal isn’t looking, researchers place a mark on a spot it can only see via a reflection. A mirror is then put in front of the animal while the researchers watch. If the animal touches or examines the mark while looking at its reflection, it comprehends that the figure in the mirror is itself. The test is intuitive and easy to perform—and almost no species passes.

Why is this a test of self-awareness in the first place? The logic, going back to the psychologist Gordon Gallup (who invented the test in 1970), is that to use a mirror as a tool for inspecting your own body, you need a mental representation of yourself as a distinct entity. A piece of silvered glass, in this telling, can pry open a lot of cognitive doors.

Gallup himself is a tough grader. Plenty of positive results have been announced over the decades, and he’s pushed back on most of them. If an animal doesn’t show clear self-directed behavior—actively trying to touch or examine the mark—the test, in his view, fails. On that score, the beluga results sit right at the edge.

Revisiting old data

The footage is more than two decades old. “After the initial study we were hoping to conduct more studies with additional belugas over the next years but that was not possible,” senior author Diana Reiss said in an email. “Inspired by the numerous studies over the past years reporting on different aspects of beluga whale cognition and behavior, we decided to revisit and digitize the original videotapes and conduct a rigorous analysis.” Some tapes had degraded in the meantime, and portions of the original data were lost.

The original experiment exposed four belugas to the mirror together, in their usual social housing. Only Natasha and Maris showed sustained interest, so only they advanced to the experimental phase, where they were marked with waterproof lipstick during feeding sessions. Because the animals were awake and could feel the application, the researchers ran sham-mark controls: the same procedure, but without the pigment. The whales only showed self-recognition-like behaviors after being actually marked.

“The two beluga whales showed the same progression of behavioral stages reported for other species that show evidence of MSR,” first author Alexander Mildener said in an email. “The whales did not exhibit self-directed behaviors in the absence of the mirror or in the control condition. One of the whales also passed the mark test by demonstrating mark-directed behavior by orienting the area of her body that was temporarily marked toward the mirror.”

The sample is tiny, but that’s not unusual—if even a single animal can do something, the species is in principle capable of it. The harder question is whether what Natasha and Maris did really counts. Some of the most-cited behaviors—bubble bite play, barrel rolls—are documented forms of solo play that belugas engage in even without a mirror nearby. Their increased time spent at the reflective surface is suggestive, but doesn’t rule out the possibility that the mirror was just a novel source of stimulation.

The one genuinely mark-directed behavior came from Natasha, who repeatedly pressed the marked area—behind her right ear—against the mirror. Without arms, she couldn’t point. It’s the strongest data point in the study, but a softer kind of evidence than a chimp or an elephant typically delivers.

Even granting that belugas pass—and given that dolphins do, and orcas plausibly do too, it wouldn’t be a shock—the more interesting question is what a result like this tells us. Or, conversely: What does failing actually mean? One of the most persistent criticisms is that many animals fail simply because mirrors carry little relevance in their perceptual world. Anil Seth, a neuroscientist at the University of Sussex, told Ars in an email that “the MSR is not a test of consciousness itself, but a test of a particular kind of the ability to recognize one’s own body (or face). Failure to reliably pass the MSR does not mean that an animal lacks consciousness, or any form of selfhood.”

The test, he added, is motivated by what feels natural to humans. “It may well not feel natural to other species, even if they have the same kind of ability,” He said. “This raises various other reasons why animals might ‘fail’ the test: they may not like making eye contact, they might not like mirrors, or they simply just might not care enough about a very strange task.”

Seth has argued that consciousness may be something like an integrated experience of our perceptions, broadly construed—a view consistent with the increasingly mainstream idea that consciousness exists in degrees and forms across many species. If perceptions are central to the sense of self, that sense will look different depending on how each animal perceives the world. Humans are heavily visual; bats lean on echolocation; for dogs, smell is everything. That’s why researchers like Alexandra Horowitz, who heads the Dog Cognition Lab at Barnard College, have been working on an olfactory version of the test.

From the opposite direction come critics who argue the test fails to measure self-awareness even when an animal passes it. That’s the position of Alex Jordan, an evolutionary biologist at the Max Planck Institute of Animal Behavior in Germany and co-author of the PLOS Biology studies on the cleaner wrasse. The wrasse passes the mirror test, Jordan says—but that doesn’t necessarily mean the fish is self-aware. The test was designed around us, and suffers from both anthropocentrism (treating humans as the yardstick) and anthropomorphism (projecting human traits onto other animals).

The mirror test, then, has problems from every angle. As Seth put it in his email: “When looking for evidence of consciousness or selfhood, it’s important to complement tests like the MSR with other tests”—ones that take into account what might be salient in a particular animal’s own perceptual world. And yet the MSR remains one of the few tools we have for trying to glimpse inside the minds of other animals—and, perhaps, our own. The trick is knowing exactly what it can, and can’t, tell us.

PLOS One, 2026. DOI: 10.1371/journal.pone.0348287

Federica Sgorbissa is a science journalist; she writes about neuroscience and cognitive science for Italian and international outlets.

123 Comments