Machines Like Us has an interview with Aza Raskin this week about some AI research that could have some fun and maybe even profound outcomes. Can we communicate with Animals using AI without accidentally generating “whale slop?” https://www.theglobeandmail.com/podcasts/machines-like-us/article-can-ai-help-us-decode-the-language-of-animals/ #artificialintelligence #AnimalCommunication
Animals are talking to each other. Can AI help us understand them?

A non-profit is using machine learning to decode animal communication

The Globe and Mail

New #research aims to bring underwater noise’s true impact on killer whales into focus.
Extended periods of time at sea are necessary to collect the data that will bring us closer to understanding – and protecting – killer whales.

Our #cetacean #scientists are preparing for an ambitious 2026 field season aboard Raincoast’s Sailing Vessel Achiever. #RaincoastConservationFoundation has joined forces with #EarthSpeciesProject , a #nonprofit research lab using machine learning to advance our understanding of #AnimalCommunication. At the heart of this project is a deceptively simple idea: to watch and listen at the same time. The team aims to uncover how killer whales use sound to coordinate movements, share prey, and maintain social bonds – to ultimately understand and mitigate how noise pollution interferes with these processes.

https://www.raincoast.org/2026/04/underwater-noises-true-impact/

#UnderwaterNoise #orcas #KillerWhales #whales #MarineBiology #MarineMammals #ProtectTheWild #WildFirst #nature #wildlife #SentientBeings #Communication #NoisePollution #HumanImpact #IndustrialImpacts #MarineLife #ApexPredator

New research aims to bring underwater noise’s true impact on killer whales into focus | Raincoast

Extended periods of time at sea are necessary to collect the data that will bring us closer to understanding – and protecting – killer whales.

Raincoast

Pratushya Sharma has been investigating the vocalizations of sperm whales using neural network language models.

They have three papers on this topic (as well as other research) linked here:

https://scholar.google.com/citations?hl=en&user=RGiCLUgAAAAJ&view_op=list_works&sortby=pubdate

#ai #whales #AnimalCommunication

Pratyusha Sharma

PhD Student, Massachusetts Institute of Technology - Cited by 1.949 - Machine Learning - Natural Language Processing - Robotics - AI for Science

After 13 years, early May is now forever associated with getting up early to stream the sounds of the morning.

We hosted a fascinating conversation with zoologist Arik Kershenbaum during last year’s Reveil weekend. A generous deep dive into animal communication, from wolf howls to whale song:

Planetary communication: Listening to animals in the Second Space Age | https://www.youtube.com/watch?v=50d1YzESFOo #AnimalCommunication #AcousticEcology #Birds

Planetary communication: Listening to animals in the Second Space Age | Arik Kershenbaum

YouTube

Sweden decoded whale language using AI — translating songs that span thousands of miles 🐋

Swedish marine biologists using advanced AI algorithms have partially decoded humpback whale communication, discovering that whale songs contain complex grammatical structures, cultural dialects, and information about ocean conditions transmitted across entire ocean basins. The research reveals whales possess one of the most sophisticated non-human communication systems on Earth.

The AI breakthrough: Machine learning analyzed 8,000 hours of whale recordings from underwater microphones spanning three oceans. The system identified recurring patterns, syntax rules, and contextual variations similar to human language. Whales use "phonemes" combined into "words" that form "sentences" with identifiable meaning.

Discoveries include: Warning calls about predators (transmitted 1,000+ km), mating advertisements containing individual "names," navigational information about food sources, and cultural songs passed down through generations with regional variations. Different whale populations have distinct "accents" similar to human dialects.

Most fascinating: Whales remember and modify songs from year to year, suggesting cultural evolution and possibly history-keeping. Some song elements remain unchanged for decades, like oral traditions.

Sweden's Project CETI (Cetacean Translation Initiative) aims for real-time whale communication by 2027.

Source: University of Stockholm Marine Biology, Science Advances 2025

#WhaleLanguage #MarineBiology #Sweden #ArtificialIntelligence #AnimalCommunication #OceanScience #Conservation #AI #Wildlife #Innovation

Interested in how to study #AnimalCommunication, especially in #meerkats? Here is a paper for you in #MethodsInEcologyAndEvolution @MethodsEcolEvol

#animal2vec and #MeerKAT: A self-supervised #transformer for rare-event raw audio input and a large-scale reference dataset for #bioacoustics

https://besjournals.onlinelibrary.wiley.com/doi/full/10.1111/2041-210x.70218

Do you love animals? Make every day #WorldWildlifeDay

This #WorldWildlifeDay, please remember the wild animals you love who are running out of time and land to live on. Research recently found that converting partly logged areas into palm oil plantations sounds the death knell for that ecosystem. Across the globe, from Indonesia to Brazil and Nigeria, vibrant rainforests and animals like reptiles and insects are under threat from palm oil, timber, and meat. This ecocide leaves majestic animals struggling to survive against chainsaws, bulldozers, pesticides and destruction for palm oil and meat agriculture. A multi-billion dollar industry has grown up around legitimising palm oil and meat ecocide, primarily through the RSPO but also other greenwashing schemes as well. Read on to discover more and how you can shine a light on the lives of elusive animals.

This #WorldWildlifeDay take action for #animals great and small 🦋🐦🐘🐒🐍 because #reptiles #insects #mammals and #birds deserve better than #palmoil ecocide and #extinction! When you shop always #Boycottpalmoil #Boycott4Wildlife @palmoildetect https://wp.me/pcFhgU-iMO

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#Palmoil and #meat #agriculture 🥩💀 are some of the biggest threats to wild #animals and farmed animals. This #WorldWildlifeDay and every single day, make sure fight for them and go #vegan 🥕🍆🍅 #BoycottPalmOil 🌴🩸☠️🧐⛔️ and #Boycott4Wildlife https://wp.me/pcFhgU-iMO

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https://youtu.be/98s3YF9UAfs

Protecting Sumatra’s last remaining tigers

The Sumatran tiger is teetering on the brink of extinction. Recent findings underscore the urgency of protecting the last remaining populations of these majestic apex predators. Deforestation for palm oil and illegal poaching are wiping out their homes. In the Ulu Masen Ecosystem, a recent study detected only 11 tigers, highlighting severe population stress from snares and habitat loss. Without immediate action, they face the same tragic fate as the extinct Javan and Balinese tigers. Strict global rainforest laws, enforcement of anti-poaching units, and a consumer boycott of palm oil hold the key to protecting Sumatra’s last living tigers.​

https://youtu.be/0g2Nv4cfBfo

Animals of Tesso Nilo in Sumatra are vanishing

Tesso Nilo National Park in Sumatra has lost an alarming 78% of primary forest between 2009 and 2023. The primary driver of this devastation is the expansion of illegal palm oil plantations. This rampant deforestation threatens the homes of critically endangered species like tigers, orangutans, and elephants. When palm oil companies build roads, they increase accessibility for poachers, further endangering the animals who live there. Advocating for indigenous-led conservation efforts and adopting a plant-based lifestyle are vital steps to protect these ecosystems.​

https://www.youtube.com/watch?v=z7FUBg_AqjA

56% of ‘data deficient’ species on the Red List are endangered

The destruction of wild ecosystems continues to push thousands of obscure species towards extinction finds a study by Norwegian University of Science and Technology. Researchers used advanced machine learning algorithms to assess the survival probability of thousands of under-researched animals, predicts that a staggering fifty-six percent of all “data deficient” species are currently threatened with extinction. 85% of unassessed amphibians face immediate existential threats, primarily driven by anthropogenic habitat degradation such as the unchecked expansion of palm oil plantations, meat agriculture, mining and timber logging. Right now is the time to fight for all life and reject products linked to ecocide. Always remember them and share out their posts! Start here on the forgotten animals page.

These are the forgotten animals of the secretly destroyed forests

Sumatran elephants trapped by endless palm oil

In Indonesia’s North Aceh district, Sumatran elephants find themselves increasingly encircled by shrinking patches of forest, hemmed in all all sides by massive palm oil expansion. Just 924 to 1,360 individual Sumatran elephants remain alive. They are trapped in dead lands, surrounded by the very industry that is eradicating their food sources. Ongoing attempts by researchers to measure their populations have been hampered by the Indonesian government, which attempts to hide the truth from the media. Boycott palm oil when you shop to protect these irreplaceable beings.​

https://youtu.be/S5olrnYKT4Q

Toxic palm oil pesticides are killing baby macaques

In Peninsular Malaysia, infant southern pig-tailed macaques are dying at alarmingly high rates due to palm oil plantations. A recent study found that agricultural chemicals and pesticides cross the placental barrier of unborn macaques, impacting their development. Prolonged exposure to these toxic plantations during infancy makes baby macaques three times more likely to die. These intelligent primates face increased risks from predators, human encounters, and poisons. Take action and boycott palm oil to protect these precious infants.

The fight for the lives of Wondiwoi tree kangaroos

The Wondiwoi tree kangaroo is the world’s most endangered kangaroo. Rediscovered in 2018 in West Papua’s lush forests, these rare animals have beautiful soulful eyes and burnt umber fur. Tragically, fewer than 50 of them remain alive. They face severe threats from hunting and palm oil deforestation. Protecting them requires urgent conservation efforts that prioritise indigenous sovereignty. You can help save these remarkable creatures by refusing to buy products with palm oil that destroy their homes.​

Nigeria’s forest elephants face extinction

African forest elephants in Nigeria have seen their numbers decline massively in recent years. The main cause is human activity, specifically logging, cocoa agriculture, and palm oil plantations. These industries threaten their survival by destroying their natural habitat. As a result, fragmented elephant populations are highly vulnerable to poachers and retaliatory killings by farmers. We must halt the expansion of palm oil to secure a safe future for these majestic animals.​

https://youtu.be/s584AP-BYm0

The deadly green lie of “sustainable” palm oil

For decades, the palm oil industry has misled consumers with the false promise of “sustainable” palm oil. Industry watchdogs have repeatedly exposed the RSPO’s certification as a multi-stakeholder sham. Behind this green façade lies a brutal reality of deforestation, human rights abuses, and the destruction of endangered species’ habitats. There is no such thing as sustainable palm oil. We must not fall for their corporate greenwashing.​

https://www.youtube.com/watch?v=eG8V-Cmj4Es

Take action to protect rainforest animals

By holding to account the powerful corporations that control the world, we have the power to fight back against this ecocide. Here is how you can stand up for rainforest animals, farmed animals, indigenous people, and rainforests:

Make powerful lifestyle changes

The most impactful thing you can do is go plant-based in your diet. Boycott meat, boycott palm oil, and boycott dairy. These industries are the leading causes of global deforestation and animal cruelty.​

Supermarket sleuthing

Next time you are in the supermarket, take photos of products containing palm oil. Share these on social media to call out the greenwashing and ecocide of the brands who use it. Congratulate brands when they go completely palm oil-free.​

Join the #Boycott4Wildlife movement

Follow and join the Boycott4Wildlife movement on this website and social media. Share stories on BlueSky, Mastodon, Twitter and YouTube using the hashtags #Boycottpalmoil and #Boycott4Wildlife to be part of it!

Support indigenous sovereignty and agroecology

A viable path forward is to champion indigenous-led agroecology. Indigenous peoples possess the deep ecological knowledge required to protect forests and the intricate web of life that includes insects, birds, mammals and reptiles. Stand strongly with indigenous land defenders to protect what remains of the wild.

Learn about other animals endangered by palm oil and other agriculture

Global South America S.E. Asia India Africa West Papua & PNG

Gursky’s Spectral Tarsier Tarsius spectrumgurskyae

Keep reading

Sunda Flying Lemur Galeopterus variegatus

Keep reading

Western Parotia Parotia sefilata

Keep reading

Capped Langur Trachypithecus pileatus

Keep reading

Mountain Tapir Tapirus pinchaque

Keep reading

Saola Pseudoryx nghetinhensis

Keep reading

Learn about “sustainable” palm oil greenwashing

Read more about RSPO greenwashing

Lying Fake labels Indigenous Land-grabbing Human rights abuses Deforestation Human health hazards

A 2019 World Health Organisation (WHO) report into the palm oil industry and RSPO finds extensive greenwashing of palm oil deforestation and the murder of endangered animals (i.e. biodiversity loss)

Read more

Take Action in Five Ways

1. Join the #Boycott4Wildlife on social media and subscribe to stay in the loop: Share posts from this website to your own network on Twitter, Mastadon, Instagram, Facebook and Youtube using the hashtags #Boycottpalmoil #Boycott4Wildlife.

✓ Subscribed

2. Contribute stories: Academics, conservationists, scientists, indigenous rights advocates and animal rights advocates working to expose the corruption of the palm oil industry or to save animals can contribute stories to the website.

Wildlife Artist Juanchi Pérez

Read more

Mel Lumby: Dedicated Devotee to Borneo’s Living Beings

Read more

Anthropologist and Author Dr Sophie Chao

Read more

Health Physician Dr Evan Allen

Read more

The World’s Most Loved Cup: A Social, Ethical & Environmental History of Coffee by Aviary Doert

Read more

How do we stop the world’s ecosystems from going into a death spiral? A #SteadyState Economy

Read more

3. Supermarket sleuthing: Next time you’re in the supermarket, take photos of products containing palm oil. Share these to social media along with the hashtags to call out the greenwashing and ecocide of the brands who use palm oil. You can also take photos of palm oil free products and congratulate brands when they go palm oil free.

https://twitter.com/CuriousApe4/status/1526136783557529600?s=20

https://twitter.com/PhillDixon1/status/1749010345555788144?s=20

https://twitter.com/mugabe139/status/1678027567977078784?s=20

4. Take to the streets: Get in touch with Palm Oil Detectives to find out more.

5. Donate: Make a one-off or monthly donation to Palm Oil Detectives as a way of saying thank you and to help pay for ongoing running costs of the website and social media campaigns. Donate here

Pledge your support #animalBehaviour #AnimalBiodiversityNews #animalCommunication #animalCruelty #animalExtinction #animalIntelligence #animalRights #biodiversity #Boycott4wildlife #BoycottPalmOil #deforestation #PalmOil #palmOilDeforestation #WorldWildlifeDay

🌟🦌 Deer leave glowing UV signals!
New study reveals male white-tailed deer rub antlers on trees, creating mysterious ultraviolet “noticeboards” visible to their UV-sensitive eyes—likely for communication during breeding season. A hidden forest language!

Read more: https://www.sciencealert.com/deer-create-mysterious-ultraviolet-signals-that-glow-in-forests

@goodnews

#GoodNews #DeerDiscovery #UVSignals #AnimalCommunication #NatureWin

Deer Create Mysterious Ultraviolet Signals That Glow in Forests

Deer have the ability to see ultraviolet light, and a recent study shows they can also leave a glowing trail visible in those wavelengths, too.

ScienceAlert

Analysis of the horse whinny: 'whistling' while 'singing' "composed of two different fundamental frequencies that are created by two different mechanisms"

#animalcommunication

https://www.theguardian.com/world/2026/feb/23/horses-whinny-neigh-whistle

Study reveals whistling secret of horses’ whinny

Scientists have discovered source of neigh’s unique combination of high- and low-pitched sounds

The Guardian

🐾 Gli amici più piccoli del mondo animale parlano... e ora sappiamo ascoltare! I piccoli mammiferi lanciano segnali che ora sappiamo leggere. #AnimalCommunication #NatureSpeak

🔗 https://www.tomshw.it/scienze/piccoli-mammiferi-lanciano-segnali-dallarme-2026-01-30

I piccoli mammiferi lanciano segnali che ora sappiamo leggere

Una tecnica innovativa permette di distinguere specie simili analizzando le tracce lasciate sul terreno, riducendo costi e impatto sugli animali.

Tom's Hardware