We found a way to turn the poop of Canada geese into chicken feed and crop fertilizer

Source: The Conversation – Canada – By Rassim Khelifa, Assistant Professor, Department of Biology; Canada Research Chair Tier 2 in Global Change Biology, Concordia University

Canada geese produce feces that are unpleasant to step on and carry pathogens, contaminating lawns and leading to the ecological collapse of water bodies. (Wikamedia Commons/ Joe Ravi), CC BY-SA

Canada geese are real-life gangsters. They are large, bold, highly adaptable and thrive in urban landscapes. Wherever they go, they leave their distinctive signature: cigar-shaped green feces.

The population of Canada geese has expanded rapidly in many North American cities, thanks to favourable urban environments — with abundant food from lawns, safe nesting sites and few predators — and supportive conservation actions over the past three decades.

These geese are indeed adorable, but in large numbers they can become a nuisance. They damage crops and compete with other water birds. They produce feces that are unpleasant to step on and carry pathogens — contaminating lawns and leading to the ecological collapse of water bodies.

A single goose can defecate every 20 minutes. Now, imagine how much fecal matter is produced every day by hundreds or thousands of geese in a city. There have been almost no efforts to explore beneficial uses for this waste.

Our research findings, published in the Journal of Environmental Management, suggest that goose poop could be used to create both a source of protein for animal feed and an agricultural fertilizer — using one of nature’s recycling powerhouses, the black soldier fly.

Goose feces to create poultry feed

The larvae of the black soldier fly are known for their remarkable ability to consume and break down organic waste, including animal waste from farms. They have never before been tested on Canada goose feces.

In our study, we fed black soldier fly larvae three different food diets: a standard nutrient-rich feed mixture of corn, wheat and alfalfa (the control), a mix of this feed and goose feces and finally a diet of only goose feces.

We also added another variable, sterilizing some of the feces. This was to help us understand whether fecal microorganisms have any effect on digestion.

The results were surprising: the insect was able to complete its full life cycle on Canada goose feces alone. In fact, it was able to consume a little more than half of this waste. The trade-off was a reduced body size and shorter lifespan, but this was not an issue because it did the job.

The larvae grew faster and gained a higher body weight when the feces were not sterilized, which suggests that microbes in the feces do provide some kind of benefit for insect development. Notably, the larvae that consumed the mixture of goose poop and nutrient-rich feed grew even better than those fed with the nutrient-rich feed alone, and they achieved similar fitness as adults.

These results suggest that black soldier fly larvae and goose poop could be used to power a large-scale organic waste treatment system. Goose feces could be collected from city parks and green spaces and transported to a facility where larvae could be reared on the waste.

These larvae could then be used as protein to feed poultry and in aquaculture, in a circular, “upcycling” approach to urban waste management.

Nutrient-rich fertilizer

Larval digestion also produces a residue known as frass. Black soldier fly frass has been tested in several studies, mainly on terrestrial crops where it has improved plant growth and yield.

We decided to test the potential of frass produced using Canada goose feces — as a fertilizer for duckweed, a fast-growing aquatic plant with high protein content used in animal feed, biofuel production and wastewater treatment.

For this experiment, we tested three different potential duckweed fertilizers. The first (the control) was an ideal solution containing the nutrients necessary for duckweed growth. The second was untreated Canada goose feces. The third was frass from the digestion of Canada goose feces by the black soldier fly larvae.

Duckweed growth increased by 30 per cent when the frass was applied, compared to the control fertilizer. We also found that duckweed roots grown in frass from feces were smaller than those grown in untreated feces — a typical response to a more nutrient-rich environment, where roots can readily access the nutrients.

A sustainable circular economy

Insect-based waste treatment facilities already exist at industrial scale. Entosystem, a company in Québec that produces insect proteins for feeding farm and domestic animals, uses black soldier fly larvae to convert food and organic waste into protein and fertilizer.

Biotechnology company Oberland Agriscience in Nova Scotia also uses black soldier fly larvae, combined with technologies like AI and robotics to transform organic waste into animal feed and soil products. NRGene in Saskatchewan is a research and demonstration centre also testing the black soldier fly for optimizing large-scale conversion of waste to protein.

Similar systems could be used for upcycling goose feces by the black soldier fly, rather than directing this waste to traditional waste facilities or landfills.

In this way, waste is converted into valuable resources for the agri-food industry: larvae can be used as feed for poultry or in aquaculture, frass can be applied as an organic fertilizer for various crops.

This eco-friendly approach reframes an urban wildlife conflict as an opportunity. It contributes to a sustainable circular economy where waste materials are reused, recycled or transformed into new resources.

The Conversation

Rassim Khelifa receives funding from NSERC CRC Tier 2 (CRC-2022-00134) and NSERC Discovery Grant (RGPIN-2024- 04564).
Rassim Khelifa is a member of The Quebec Centre for Biodiversity Science and The Canadian Society for Ecology and Evolution.

Carlos Antonio Lopez Manzano receives funding from Fonds de recherche du Québec – Nature et technologies (FRQNT) through the Merit Scholarship for Foreign Students (PBEEE). Member of the Quebec Centre for Biodiversity Science (QCBS) and the Aquatic Resources Quebec (RAQ).

ref. We found a way to turn the poop of Canada geese into chicken feed and crop fertilizer – https://theconversation.com/we-found-a-way-to-turn-the-poop-of-canada-geese-into-chicken-feed-and-crop-fertilizer-281226

A five-day course of magnetic brain stimulation could help autistic children communicate better

Source: The Conversation – UK – By Barbara Jacquelyn Sahakian, Professor of Clinical Neuropsychology, University of Cambridge

New Africa/Shutterstock.com

For children with autism spectrum disorder and with an intellectual disability, the options for improving communication and social skills are limited.

Talking therapies and behavioural programmes can help some children develop these skills, but they depend on specialists who are in short supply – even in wealthy countries.

Around 30-35% of autistic children have an intellectual disability, according to research from the US. They are less likely to get treatment than those without one (in part because doctors lack confidence managing their needs and insurance coverage for intellectual disability is patchy) despite having greater needs and placing heavier demands on their families. It is a group that researchers often overlook.

That gap motivated us to test a different kind of intervention: using brief, targeted magnetic pulses to stimulate specific parts of the brain. The technique, known as non-invasive brain stimulation or neuromodulation, involves no surgery, no anaesthetic and no drugs.

A device held close to the scalp generates a rapidly changing magnetic field that passes harmlessly through the skull and stimulates the activity of neurons underneath. It has been used for years to treat depression, and researchers have increasingly been exploring whether it might also help with the social and communication difficulties that are a key symptom of autism.

The version we tested uses a technique called theta-burst stimulation, which delivers pulses in rapid clusters rather than one at a time. This makes each session much shorter than conventional approaches, which is a significant practical advantage when you are asking young children to sit still and cooperate.

In our study, published in the BMJ, each session lasted only a few minutes, and the full course ran over just five days. One group of children received real stimulation, another received a sham version. In the sham treatment, the equipment was applied in the same way and delivered vibrations, but no active pulses were delivered. That way, we could compare results without either group knowing what they’d received, which helps keep the findings reliable.

One hundred and ninety-four children took part, with an average age of around six and a half years. Roughly half had IQ scores below 70, which is typically described as the low-functioning range, though all scored above 50 – the minimum needed to ensure a reliable diagnosis and meaningful participation in the study.

Parents filled in a questionnaire about their child’s social communication, before the treatment, right after, and again a month later.

The improvements seen after five days were still there after a month, and the size of the effect was large by the standards of clinical research. Children also showed gains in language ability.

No serious side-effects were reported and all minor side-effects resolved without treatment.

Children playing together.
Communication improved.
Krakenimages/Shutterstock.com

Early days

Children were recruited from multiple sites by advertisements posted in outpatients clinics and through local clinical registries. All legal guardians gave written consent.

Children with intellectual disability are so often left out of trials of this kind that the evidence for treating them has remained seriously lacking. That this trial included them at all – and in significant numbers – is itself noteworthy. But it is only a first step.

It is still unclear how long the benefits last beyond a month, how many sessions would be needed to maintain them, or how the approach would work when moved from a research setting into an ordinary clinic.

Brain stimulation is not a replacement for behavioural support, and the equipment needed is not cheap or universally available. But conventional approaches – where they exist at all – often require daily sessions over several weeks with a professional, which carries its own costs in time, money and specialist input.

A five-day course is a different proposition. For families who are already stretched, even modest and durable gains in a child’s ability to communicate could matter enormously to them and their families and greatly improve their wellbeing and quality of life.

The Conversation

Barbara Jacquelyn Sahakian receives funding from the Wellcome Trust. Her research work is conducted within the NIHR Cambridge Biomedical Research Centre (BRC) Mental Health and Neurodegeneration Themes. She receives Royalties from Cambridge University Press for Brain Boost: Healthy Habits for a Happier Life.

Christelle Langley is funded by the Wellcome Trust. Her research work is conducted within the NIHR Cambridge Biomedical Research Centre (BRC) Mental Health and Neurodegeneration Themes. She receives Royalties from Cambridge University Press for Brain Boost: Healthy Habits for a Happier Life.

Fei Li receives funding from the National Natural Science Foundation of China. She is affiliated with Department of Developmental and behavioral pediatrics, Society of Pediatrics, Chinese Medical Association.

Qiang Luo does not work for, consult, own shares in or receive funding from any company or organisation that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. A five-day course of magnetic brain stimulation could help autistic children communicate better – https://theconversation.com/a-five-day-course-of-magnetic-brain-stimulation-could-help-autistic-children-communicate-better-280623

Overcoming the algorithmic gender bias in AI-driven personal finance

Source: The Conversation – France – By Eliana Canavesio, Senior Research Associate and Project Coordinator, European University Institute

Artificial intelligence is transforming our world and financial services are no exception. AI is reshaping the personal banking sector but where does it currently stand on gender parity, transparency and fairness?

When someone applies for a loan today, there is a growing chance that no human ever reads their application. A data-driven algorithm decides whether they qualify, how much they can borrow, and how risky they are considered, often in a matter of seconds and without explanation, quietly shaping financial opportunities in ways most people never see but feel in their everyday lives.

These systems are usually presented as neutral tools: faster than people, more consistent, less prone to prejudice.

In a sector long criticised for opacity and bias, that promise is appealing and frequently echoed in industry and policy debates. But that promise rests on a fragile assumption, rarely made explicit, that the data these systems learn from reflects everyone’s lives equally.

A recent report by the EU Agency for Fundamental Rights, based on fieldwork in five member states, examined how high-risk AI systems are governed under the EU AI Act in areas such as employment, public benefits and law enforcement. It found a striking gap between legal ambition and practice: while risks of discrimination are broadly acknowledged, providers and deployers often lack the tools, expertise and guidance to assess them systematically. Self-assessments tend to be inconsistent, and oversight remains thin.

This is an important issue. When the data feeding these systems fails to capture the reality of women’s financial lives with the same depth and accuracy as men’s, the result is not just a technical shortcoming but a structural distortion, one that shapes who gets access to credit, on what terms, and with what long-term consequences. For AI-driven finance to be fair, women must first be “visible” in the data on which these systems rely.

Algorithms do not judge fairness or ask whether an outcome makes sense, but estimate what is most likely to be correct based on the data they are given, drawing patterns and projecting them forward. When data is incomplete or distorted, the system’s conclusions rest on shaky assumptions from the start.

If women are underrepresented, poorly measured, or never analysed separately from men, the system cannot see unequal outcomes, and what it cannot see, it cannot correct. Bias is simply carried forward and made routine.

This dynamic is easy to miss when discussions stay at the level of models and regulation, but its effects become clear as soon as automated systems are observed in practice. Across different countries, evidence shows how quickly inequality can be embedded in algorithmic decisions, not because systems are designed to discriminate, but because they faithfully reproduce the distortions already present in the data they learn from.

Kenya offers a telling illustration. According to published studies, a widely used digital lending algorithm consistently offered women smaller loans than men, in some cases by more than a third, despite stronger repayment performance. The system did not single women out deliberately: it simply learned from data shaped by long-standing social and economic disparities, and then applied those patterns at scale.

What matters in this example is not Kenya itself, but what the case makes visible. The algorithm did exactly what it was designed to do, learning from past behaviour and applying those patterns consistently, yet without the ability to distinguish between women’s and men’s outcomes, there was no way to detect that inequality was being reproduced in real time. The problem was not automation, but blindness.

How can finance overcome the gender blind spot?

That is where sex-disaggregated data becomes essential. By sorting financial data by gender, regulators, financial institutions, and technology designers can uncover the impacts of automated systems, identify who has access to finance, and pinpoint areas where outcomes begin to diverge. Without that visibility, gender gaps remain hidden, and hidden gaps have a habit of becoming permanent. In digital finance, data is “a girl’s best friend”, not as a slogan, but as a practical condition for accountability.

Most financial institutions already record a customer’s gender as part of basic identification. On paper, the information is there, embedded in routine reporting and basic customer records. In practice, however, recording a variable is not the same as using it. In many countries, the sex of the customer appears in databases but is never analysed, reported, or monitored by supervisors, including in core supervisory frameworks such as prudential reporting. Too often, the data already exists, but it is collected, filed away, and then quietly ignored. The problem lies not in what can be done, but in what is done.

Fairer finance: developing countries are leading the way

The picture looks very different in countries often assumed to have fewer resources. In parts of Latin America and Africa, regulators have required sex-disaggregated reporting for years and regularly publish data on gender gaps in finance.

In Chile, financial authorities have tracked gender differences in loans and deposits for more than two decades, publishing regular sex-disaggregated financial statistics.

In Mexico, regulators combine bank data with national household surveys to understand how women and men use financial services and how they perform as borrowers.

That visibility has had practical consequences. In Mexico, supervisory data showed that women’s loans were smaller but less risky, evidence that fed into changes in loan loss provisioning rules.

In Chile, the data revealed that equal access to accounts did not translate into equal outcomes in savings or insurance, prompting more targeted policy responses. Once these gaps became visible, they became far harder to ignore.

Seen from this perspective, the situation in many high-income economies looks less like a technical lag and more like an institutional hesitation. In much of Europe, gender data remains voluntary or fragmented despite advanced data infrastructures, a failure not of technical capacity but of institutional choice. My upcoming policy paper “Data Are a Girl’s Best Friends: Tackling Digital Financial Inequality Through Sex‑Disaggregated Data”, due to be published in May explores this.

As artificial intelligence becomes more deeply embedded in financial decision-making, that choice becomes harder to defend. At a time when Europe is implementing the EU AI Act and debating how to regulate algorithmic decision-making in finance, the absence of systematic gender data raises a basic question: how can fairness be monitored if the data needed to detect inequality is never analysed?

Making women visible in the data is not symbolic. Without it, fair finance is little more than a claim.


A weekly e-mail in English featuring expertise from scholars and researchers. It provides an introduction to the diversity of research coming out of the continent and considers some of the key issues facing European countries. Get the newsletter!


The Conversation

Eliana Canavesio est membre de Volt Europa.

ref. Overcoming the algorithmic gender bias in AI-driven personal finance – https://theconversation.com/overcoming-the-algorithmic-gender-bias-in-ai-driven-personal-finance-281250

The UK’s ocean health report card is damning, and protected areas aren’t enough

Source: The Conversation – UK – By Heidi McIlvenny, PhD Candidate, School of Biological Sciences, Queen’s University Belfast

Grey seal populations are relatively stable but a lot of marine wildlife is struggling in UK seas. Ellen Cuylaerts/Ocean Image Bank, CC BY-NC-ND

The UK now protects 38% of its seas by law. Yet the government’s own assessment shows that our oceans are not thriving.

In April, the Department for Environment, Food, and Rural Affairs (Defra) published its latest assessment of the health of our seas: the UK marine strategy report.

Of the 15 components of ocean health assessed, only two clearly meet the standard of good environmental status (GES) – the benchmark for healthy seas that the UK committed to achieving by 2020. The other 13 are failing, uncertain or getting worse.

This is despite the UK now having 377 marine protected areas (MPAs), sections of sea designated by law to protect wildlife and habitats. Protected areas are important, but the detail behind that impressive-looking map is sobering.

Marine mammals, such as Whales, dolphins, and porpoises are not judged to have achieved good status. A key reason for this is bycatch: they are being accidentally caught and killed in fishing nets meant for other species.

Seabird populations are declining, with fewer chicks surviving each breeding season as the fish they depend on become harder to find.

puffin bird among white flowers, yellow background
Seabird populations, including puffins, are struggling.
Victor Maschek/Shutterstock, CC BY-NC-ND

The types of fish living in our seas are changing for the worse, with the biggest cod disappearing while smaller species take their place.

The entire food web is under strain. The microscopic organisms that underpin ocean life, called plankton, are becoming less productive as seas warm, and that loss ripples upward through every species that depends on them.

On the seabed, fragile habitats such as seagrass meadows continue to be damaged by pollution and disturbance from shipping and boat activity.

Our seas are getting noisier, more polluted with heavy metals, and littered with waste on the seafloor.

There are some bright spots. The numbers of grey seals are stable or increasing. Beach litter is declining. Commercial fisheries have shown modest improvement, with the share of fish stocks being fished at sustainable levels rising, though it is still fewer than half.

But these gains are outweighed by the broader trajectory.

Why MPAs are not enough

Protected areas play an important role, but they cannot address the full range of pressures our seas face. Drawing a boundary on a nautical chart does not stop warm water crossing it. It does not filter out the nutrient runoff flowing in from agricultural land and overwhelmed sewage systems. It does not silence the increasing underwater noise from shipping and industrial activity. It does not prevent whales, dolphins and porpoises from being caught in fishing gear that operates both inside and outside these boundaries.

Climate change is perhaps the telling example. Sea temperatures around the UK have risen by roughly 0.3°C per decade over the past 40 years, with extreme underwater heatwaves becoming more common. The report acknowledges that this is already altering marine ecosystems, affecting everything from plankton at the base of the food chain to the distribution of fish species. No MPA can insulate its inhabitants from a warming ocean.

Land-based pollution is another pressure that flows straight through protected area boundaries. The report identifies food production and sewage treatment as major causes of nutrient enrichment, with increasing nitrogen inputs entering coastal waters. Heavy metals from legacy mine contamination, particularly in Wales, continue to pollute the marine environment. Contaminants have not met good status because lead, mercury, copper and zinc remain above environmental thresholds.

What ocean recovery actually requires

None of this is an argument against marine protected areas. Well-managed MPAs are an essential tool, and recent proposals to ban bottom trawling in some protected sites are welcome.

But if we are serious about ocean recovery, we need to tackle root causes. That includes reducing agricultural and urban runoff and sewage discharges into rivers and coastal waters. The climate crisis is reshaping our marine ecosystems from the bottom of the food chain upwards so tackling greenhouse emissions is a key step. Managing underwater noise from an increasingly industrialised seascape is essential. And enforcing meaningful fisheries management will reduce bycatch and protect whole ecosystems, not just commercial stocks.

The government’s own environmental watchdog, the Office for Environmental Protection, has reached a similar conclusion. In September 2025, it identified possible serious failures by Defra to comply with environmental law in relation to the missed GES target, and launched a formal investigation. It is now asking the government to produce an evidenced, resourced and time-bound delivery plan.

When even the body set up to hold government to account on the environment is questioning whether the law has been broken, it is hard to argue that the current approach is working.

The UK was supposed to have achieved good environmental status in our seas by 2020. Six years past that deadline, this report shows we are still far from it. We cannot afford to let the percentage of protected areas on a map be a substitute for the hard and messy work of actually making our oceans healthy.

The Conversation

Heidi McIlvenny receives funding from the National Environment Research Council, the Department of Agriculture, Environment and Rural Affairs, and Ulster Wildlife. She is affiliated with the IOLN, RSPB, National Trust, and Ulster Wildlife.

ref. The UK’s ocean health report card is damning, and protected areas aren’t enough – https://theconversation.com/the-uks-ocean-health-report-card-is-damning-and-protected-areas-arent-enough-280861

Exams: how to use exercise to boost your revision

Source: The Conversation – UK – By Simon Cooper, Professor in Physical Activity and Health, Nottingham Trent University

Golubovy/Shutterstock

It’s revision season. If you’re a student preparing for upcoming exams, you might be tempted to put aside sport or other physical activity for a while in order to dedicate more time to learning.

But exercise is extremely important for academic success. Make time to be active. It may well help you revise better.

Doing some physical activity improves our ability to think and process information. My research with colleagues has shown this to be true for both primary school and secondary school pupils.

In fact, when we consider the different types of cognition, such as perception, memory and attention, the domain where physical activity has the greatest benefit is executive function. This is our ability to carry out complex, higher-level thinking. It’s the domain that is linked to academic performance.

Research has found that the beneficial effects of physical activity on cognition last for around 45 minutes. This means it is important to have regular activity breaks to maximise the boost exercise gives to revision.

You could try scheduling your revision in hour-long blocks: 45 minutes of work followed by 10-15 minutes of physical activity. This could be walking, running, body weight exercises such as squats, or even some stretching.

Perhaps most importantly, though, find an activity that you like. You’ll then be more likely to incorporate it into your revision routine. So this could be a ten-minute walk after an hour of revision, a quick five-minute break for some squats or press-ups every half hour – or a morning swim or lunchtime run.

If you can, try to go outside for these breaks. My colleagues and I have recently carried out research showing that outdoor physical activity is more beneficial than indoor physical activity for cognition.

This was true for attention, memory and executive function, which we assessed using a battery of computerised tests. So, get up, take a break, get outside, get active and boost your revision.

Young woman stretching outside door
Try to take exercise breaks outside if you can.
mariamontoyart/Shutterstock

You can also use the boost that exercise gives you on exam days. Perhaps take a pre-exam walk – it might help calm any nerves, too.

There are many possible reasons why physical activity can boost your revision. For example, it can increase blood flow to the brain and cause the release of chemicals called neurotransmitters – the tiny signalling molecules which help our brains work more effectively.

It’s vital that schools keep in mind how important physical activity is during exam season, too. One challenge here is that, in many schools, the sports hall also becomes the exam hall. This is understandable given space requirements.

Rather than limiting opportunities for PE, though, it could seen as an opportunity to take school physical activity outside, and for teachers to find innovative ways to help their students get the extra cognition boost that comes from being outdoors.

It’s key that schools, parents and students themselves don’t stop prioritising keeping active, even when there’s so much revision to cram in. Of course, there is always a balance to be found, but physical activity boosts our cognition, revision and learning. Why would we not want to make the most of this?

I often use the term “unleashing the power of physical activity”. I encourage you to do just this during revision and exam season. Whether you (or your child, your class, or any young people you know) are revising for GCSEs, A levels, university exams or any other tests, the same applies – stay smart, and stay active.

The Conversation

Simon Cooper has received funding from the Waterloo Foundation, Rosetrees Trust, Stoneygate Trust, Education Endowment Foundation and Sport England.

ref. Exams: how to use exercise to boost your revision – https://theconversation.com/exams-how-to-use-exercise-to-boost-your-revision-279283

From Buddy Holly to Ariana Grande: six songs that show how technology changes the human voice

Source: The Conversation – UK – By Luke Harrison, Senior Lecturer in Sound Technology, School of Arts, Media and Creative Technologies, University of Salford

Every few years, media comes alive with discussion and debate around the use of technology in pop music, often focused on that most personal of instruments – the human voice.

Vocal manipulation is nothing new. It is ubiquitous and fundamental to pop music production – from self-harmonising on records in the 1950s, to autotune technology in the 90s and now millisecond precise editing, combining hundreds of individual vocal performances at the syllable level.

Generative AI is now prevalent in music as well. The use of platforms such as Suno are hugely popular. Suno can clone a voice within minutes. This can then be used to automatically generate a song with your voice, no matter how in tune or technically capable it originally was.

It can also take existing voices and remap them to other tunes. For example, take this mashup (below) of Cotton Eye Joe, “sung” by a digital Amy Winehouse.

But with the advent of this technology, is there a threshold of achievement before the individual voice is manipulated so much it is effectively removed altogether?

Here are six songs that exemplify how evolving technologies have changed the human voice since the 1950s.

1. Buddy Holly – Words of Love (1957)

The technique of double tracking takes two separate recordings of the voice and plays them together.

This simple technique, only achievable with the creative application of advances in recording technology in the 50s, gives the impression of a “thicker” vocal.

In Words of Love, Buddy Holly went one step further and harmonised with himself. It is a technique that is still used in modern production, by pioneering musicians like Imogen Heap.

2. The Beatles – When I’m 64 (1967)

When I’m 64 features an example of pitch manipulation. It’s done by changing the playback speed of the tape the vocal was recorded onto.

The tape is sped up slightly to give a higher pitched and “frail” sound – signifying the 64-year-old man.

Prince often used this technique. You can hear it in songs like Housequake (1987) on the Sign o’ the Times album.




Read more:
The artist formerly known as Camille – Prince’s lost album ‘comes out’


3. Kraftwerk – Autobahn (1974)

The vocal statement as this track kicks in sounds robotic. That is due to the use of a Vocoder machine.

The Vocoder combines the human voice with a synthesiser, creating a strange, futuristic effect.

Daft Punk’s Harder, Better, Faster, Stronger (2001) is another example of this technology.

4. Milli Vanilli – Girl You Know It’s True (1988)

Milli Vanilli is perhaps one of the more controversial examples. That’s because in Girl You know It’s True, the vocals were not performed by the artists themselves. Instead, other anonymous singers were used to lay down the vocals for the albums and the two stars mimed. It caused an uproar when the truth came out.

While not strictly a technique, this is a key pivot point where music is commodified beyond the song into a wider package. The MTV era moved backing track performances to the foreground, as artists – especially pop artists – began to mime to the “perfect” recorded music.

This in turn led to protest performances on shows like the UK’s Top of the Pops, from artists like Oasis who played up to the fact they weren’t singing live.

It also caused embarrassment for singer Ashlee Simpson on Saturday Night Live in 2004 when her lip-synching was revealed as the wrong track played out.

5. Cher – Believe (1998)

Believe was one of the first mainstream examples of using autotune technology as an effect, rather than its intended use of bringing an otherwise out of tune vocal into tune.

The verses and pre-choruses of this track are where this takes place.

This was the catalyst that has led on to autotune being a valid production technique. Its use is exemplified by artists like Charli XCX.

6. Ariana Grande – 7 Rings (2019)

Extreme editing of vocals is achievable in modern music software. We are a long way away from literally taking a razor blade to tape to combine one or two vocal performances, as would have been the norm in the late 50s and 60s.

Nowadays we can edit beyond the individual syllable, and it is common practice to do so, to create the “perfect” performance.




Read more:
The science behind Ariana Grande’s vocal metamorphosis


In this example, a stylistic choice has been made to remove the biological necessity of breathing – a technical achievement in vocal layering and processing. There are many other vocal processing effects going on as well, but the minimal breathing is notable.

Grande is also know for using Imogen Heap’s MiMu Gloves to play with her vocals by controlling the sound through hand gestures.

Too much tech?

Artists like Grande use technology creatively. But the use of autotune in particular is becoming standard across recorded, and sometimes even live performance.

It has been argued by artists like Justin Hawkins that many singers sound the way they do precisely because they are not perfect and can’t sing exactly in tune. The character and the nuance of who they are lies in between the tones and microtones.

More sophisticated techniques in production, either live or recorded, will continue to develop, now aided by AI. These developments will challenge ideas of authenticity, creative ethics, artistry and ownership.

But it is my hope that artists and musicians rise to this challenge and discover new creative possibilities, sparking new and unheard sonic textures and musical genres. All the while retaining that most fundamental component of creativity – humanity.

The Conversation

Luke Harrison does not work for, consult, own shares in or receive funding from any company or organisation that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. From Buddy Holly to Ariana Grande: six songs that show how technology changes the human voice – https://theconversation.com/from-buddy-holly-to-ariana-grande-six-songs-that-show-how-technology-changes-the-human-voice-281170

Is Trump losing the support of his Maga base?

Source: The Conversation – UK – By Clodagh Harrington, Lecturer in American Politics, University College Cork

In an interview with NBC News in January 2026, Donald Trump said: “Maga is me. Maga loves everything I do.” Until recently, this statement was true. But over the past several months, cracks have begun to appear in the loyalty of the US president’s “Make America Great Again” base.

Two of the movement’s most prominent figures – former congresswoman Marjorie Taylor Greene and conservative political commentator Tucker Carlson – have voiced their discontent with the leader they previously lavished with unconditional support.

Greene’s falling out with Trump was rooted in her advocacy for releasing the investigative files related to late child sex offender Jeffrey Epstein. But it also centred on her discomfort with US support for Israel and a sense that Trump had abandoned his “America first” campaign promises.

In December 2025, Greene told CNN that “the dam is breaking” on Trump’s grip over the Republican party. As an example, she pointed to the 13 Republicans who voted with Democrats that month to overturn an executive order that allowed Trump to fire federal employees. Greene resigned from the House of Representatives in January.

Carlson’s more recent break with Trump was equally dramatic. “I don’t hate Trump,” he told the Wall Street Journal in an interview released on April 25. “I hate this war [in Iran] and the direction this US government is taking.” Carlson went so far as to apologise to the public for “misleading” them into voting for Trump in 2024.

In a week when an attempt to assassinate Trump is once again headline news, we are reminded of Carlson’s take on a previous attempt on the US president’s life in 2024. Carlson had invoked “divine intervention” to explain Trump’s survival of that attempt, declaring “something bigger is going on here”.

At that point, the president had religious-right elites firmly on his side. This fervour has dissipated in recent times. But are Greene and Carlson representative of a broader problem for the Maga movement, or are they just a pair of high-profile defections and nothing more?

Putting ‘America first’

The grievances and concerns outlined by Greene and Carlson are real. When Trump ran for president in 2016, he broke with Republican orthodoxy by denouncing the Iraq war as a catastrophic mistake. He promised to extract the US from costly foreign wars and put America ahead of global policing commitments.

His first-term record was somewhat mixed, but the key takeaway was that no new major wars were initiated. On the 2024 campaign trail, Trump repeated these earlier pledges. He said he would end the Ukraine war within 24 hours and keep the US out of new conflicts. Trump has clearly reneged on these commitments.

The Iran war is broadly unpopular with the US electorate. Polls show that more people are against the war than support it. On average, 15% more people oppose than back it, and in some recent surveys that gap is even bigger, with up to 27% more people against than in favour. About 75% of US adults also now describe the economy, which is being affected by higher prices, as “very” or “somewhat” poor.

This dissatisfaction is visible among Republicans voters, though probably not to an extent that suggests support for Trump is in danger of imminent collapse. Recent polling by the Associated Press and NORC Center for Public Affairs Research indicates that, while dropping by 13 percentage points compared to a year ago, 38% of Republican voters still “strongly” approve of Trump’s presidency.

At the same time, there are some signs that Trump’s core Maga base remains largely steadfast in its support, despite the very vocal dissent from some. The same poll found that roughly 90% of Americans who self-identify as “Maga Republicans” approve of Trump’s overall job performance. Another survey by NBC suggests that 87% of these people currently approve of his handling of the war in Iran.

While these surveys are unlikely to capture the full range of sentiment within the Maga movement, they still indicate that Trump retains a solid core of support from members of this group. However, if the conflict drags on and economic pain deepens, the room for elite dissatisfaction to percolate down to the base is likely to widen.

Presidential ambitions

There may be other reasons explaining why Carlson, in particular, has broken with Trump. As Jason Zengerle, a journalist at the New Yorker magazine and the author of a biography of Carlson, put it recently when discussing Carlson’s reversal on Trump: “He’s also sort of making a political move.” Various media outlets have suggested that Carlson may be eyeing a 2028 presidential run.

Some commentators, including White House counterterrorism adviser Sebastian Gorka, have drawn parallels between Carlson and Pat Buchanan. In the 1990s, Buchanan challenged President George H.W. Bush over the Gulf war and reshaped the Republican party’s ideological trajectory even without winning its presidential nomination.

Greene has floated Carlson for president. In a social media post in March, she wrote: “I SUPPORT TUCKER. Trump doesn’t even know what Maga is anymore.” Carlson, for his part, has publicly dismissed a presidential bid.

But this rebranding exercise, of attempting to seize the Maga label from Trump and attach it to a new vessel, is a significant development. It suggests that “America first” is no longer exclusively synonymous with one figure.

The looming question is whether this seed of elite discontent can grow into something organisationally meaningful before 2028, when Americans elect their next president.

The Conversation

Clodagh Harrington does not work for, consult, own shares in or receive funding from any company or organisation that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. Is Trump losing the support of his Maga base? – https://theconversation.com/is-trump-losing-the-support-of-his-maga-base-281482

From smoking to stigma: how screen stories influence health

Source: The Conversation – UK – By Vikram Niranjan, Assistant Professor in Public Health, School of Medicine, Health Research Institute, University of Limerick

What people see on screen can shape what they do off it. When actors such as James Dean and Marlon Brando lit cigarettes in 1950s rebel films, smoking came to signify cool, defiance and desire for an entire generation.

Among 12- to 17-year-olds in the US, smoking initiation rose from about 20% in the early 1950s to roughly 35% to 40% by the mid-1960s, according to retrospective data from national surveys. Screen media do not simply reflect society. They can also influence how people think about health, risk and behaviour.

Film and television reach vast audiences, embedding health-related behaviours in dramatic storylines. Medical dramas such as Grey’s Anatomy and ER have brought hospital life into living rooms around the world, shaping public ideas about medicine and, for some viewers, even inspiring careers in healthcare.

Sometimes films become accidental public health educators. During the COVID-19 pandemic, the 2011 film Contagion surged in popularity as viewers returned to it for insight into viral spread, quarantine and contact tracing. Its depiction of outbreak control closely mirrored real public health responses, reinforcing messages about handwashing and physical distancing, as described in this report from the Centers for Disease Control and Prevention, the leading US national public health agency. When storytelling aligns with science, entertainment can improve public understanding of health risks.

But screen influence can also be harmful. Bollywood has long shaped popular culture across south Asia, and iconic films in the 1990s and early 2000s often presented smoking and drinking as stylish, casual and glamorous. These portrayals are not trivial. Research suggests that adolescents heavily exposed to tobacco imagery in Indian films are roughly twice as likely to experiment with tobacco as those with lower exposure.

Global evidence shows similar patterns. A systematic review found that adolescents who frequently see smoking in movies are significantly more likely to start smoking themselves. Despite growing awareness of the issue, tobacco imagery remains common: more than half of major box-office films released in 2024 included some form of tobacco depiction. Anti-smoking warnings shown before films can reduce pro-smoking attitudes slightly, but repeated on-screen smoking scenes often have a stronger effect.

Alcohol follows a similar pattern. Teen films often frame drinking as harmless fun while downplaying addiction, injury and long-term health consequences. Studies link heavy exposure to these portrayals with earlier and riskier alcohol use among adolescents. More recently, streaming series have helped make casual vaping seem socially routine, reinforcing the idea that e-cigarettes are acceptable and relatively harmless.

Screen storytelling shapes more than substance use. Hollywood’s beauty ideals, centred on thin bodies, flawless skin and effortless glamour, can distort body image, especially among teenage girls. A striking example occurred in Fiji after western television arrived in the mid-1990s. Within three years, self-induced vomiting to control weight had risen from 0% to 11.3% among adolescent girls, while the proportion showing high levels of disordered eating attitudes rose from 12.7% to 29.2%. In interviews, some girls explicitly linked their interest in weight loss to television characters.

Some portrayals carry even greater risks. Research shows that graphic depictions of suicide in films and television dramas can trigger short-term increases in similar behaviour among vulnerable viewers. These concerns have prompted growing collaboration between mental health experts and entertainment producers to encourage safer storytelling.

Yet screen media can also improve health understanding. The World Health Organization has long supported entertainment-education, in which health messages are woven into dramas and soap operas. In parts of Africa and Asia, television narratives addressing HIV prevention, maternal health and malaria have increased clinic visits, testing uptake and awareness. In Ghana, culturally relevant health films have encouraged women to attend cervical cancer screening and antenatal care.




Read more:
Soap operas can deliver effective health education to young people – new research


Some films have also helped shift public attitudes. In 1993, Philadelphia humanised the AIDS epidemic, helping reduce stigma and foster empathy towards people living with HIV. In India, the 2007 film Taare Zameen Par helped destigmatise dyslexia and encouraged schools to take learning difficulties more seriously. Hollywood blockbusters such as Outbreak have heightened awareness about infectious disease threats and preparedness.

Young audiences may be especially responsive to these messages. Children and teenagers spend hours consuming films and streaming content, often absorbing fictional lifestyles as cues about what is normal, attractive or desirable.

Creative media can also support wellbeing in less obvious ways. In my own research exploring online dance sessions for people with pulmonary fibrosis, a chronic lung disease, participants exercised to familiar Hollywood songs and simple choreography. The programme improved mood and engagement while offering modest health benefits, showing that film, music and movement can be harnessed positively.

Film-makers may not think of themselves as health educators, yet their work can shape real-world people’s beliefs and behaviours. A single scene can glamorise smoking or reckless drinking. It can also reduce stigma, encourage people to seek help, or make complex health information easier to understand.

Films are shaped by the societies that produce them, but they shape society in return. The next blockbuster may aim only to entertain. Even so, the story it tells may subtly influence how audiences think about their bodies, their habits and their health.

The Conversation

Vikram Niranjan receives funding from New Foundations, Research Ireland for a research about dance as an exercise.

ref. From smoking to stigma: how screen stories influence health – https://theconversation.com/from-smoking-to-stigma-how-screen-stories-influence-health-278054

Smart motorways were halted over safety concerns – what’s the future for digital roads?

Source: The Conversation – UK – By Mehreen Ashraf, Lecturer in the Future of Work and Responsible AI, Cardiff Business School, Cardiff University

For many people, the rollout of smart technology across the UK’s road network has been clouded by fears about the removal of traffic-free safety lanes. Traditionally, motorway hard shoulders offered motorists a safe haven into which they could steer stricken vehicles.

But amid growing traffic numbers, the rationale for smart motorways (part of the UK government’s wider digital roads plan) was to free up these extra lanes to traffic. During a breakdown, the remote monitoring system could then quickly reinstate a temporary hard shoulder while the broken down or crashed vehicle was removed.

However, since the first official smart motorway system was introduced on the M42 near Birmingham 20 years ago, the public has repeatedly raised concerns that being stranded in a live lane rather than on a hard shoulder can be more dangerous.

In 2020, BBC Panorama reported that 38 people had been killed on smart motorways in the preceding five years. Since then, campaign groups have continued to highlight fatal collisions on smart motorway stretches where broken-down vehicles have been struck in live traffic.

In April 2023, the government’s rollout of more smart motorways in England was halted by then-prime minister Rishi Sunak on the grounds of both safety and cost. However, existing smart motorways remain in operation and continue to receive safety upgrades.

The National Highways’ most recent stocktake on smart motorways in England, published in December 2024, stated: “Overall, in terms of deaths or serious injuries, smart motorways remain our safest roads.”

Video: Sky News.

But the same year, another Panorama investigation found nearly 400 instances where safety technology had lost power on smart motorway stretches between June 2022 and February 2024.

As part of a National Highways-funded research programme, I and other researchers at Cardiff University have worked with drivers and transport-sector experts to explore how people feel about the future of the UK’s road network. We investigated their concerns not only around safety but also surveillance and data collection.

Sense of uncertainty

The UK’s digital roads strategy entails much more than smart motorways. Even after the hiatus on building new smart motorways in England, there is still a growing ecosystem of digital and data-driven technologies embedded across the UK road network. These include roadside sensors to monitor traffic flow, cameras to detect incidents and infrastructure that communicates with control centres.

The aim is not automation for its own sake, but earlier detection of problems, faster response, smoother traffic flow and fewer serious incidents. Artificial intelligence and predictive analytics form part of this system.

Our study shows that most people are not resistant to these innovations on the roads. Many people we spoke to welcomed technologies that promise to improve safety or reduce congestion.

However, what unsettled many of them was the sense of uncertainty they felt about the rollout of these systems.

Video: National Highways.

Some participants worried that data generated through digitally connected vehicles and road infrastructure could eventually “be used by insurance companies to penalise drivers”.

Others raised concerns that “systems designed for traffic management might gradually expand into broader forms of surveillance”.

One participant described the possibility of geolocation data revealing patterns of “my daily or weekly movement in the case of a data breach, which is dangerous”.

Another wondered whether automated sensing technologies might distract drivers who feel compelled to “avoid the sensor that records what I am doing”.

In general, people did not reject technological change out of hand. Rather, they want clearer safeguards around how these systems are governed, who can access the data they generate, and how accountability will be maintained as transport infrastructure becomes increasingly “intelligent”. Their concerns centre on questions of fairness, trust and accountability.

Technology trade-offs

Over the past 20 years, smart motorway schemes are estimated to have cost UK taxpayers billions of pounds.

The M4 smart motorway upgrade alone, between junctions 3 and 12, cost around £848 million. Recent safety reviews have committed a further £900 million to retrofit additional emergency refuge areas and improve detection systems on existing stretches.

But the costs are not only financial. There are also social and institutional costs: public confidence, legitimacy and the burden placed on road users to trust systems they did not choose and may not fully understand.

Understanding these trade-offs is important for the public. Smart road infrastructure represents a major public investment to address genuinely risky situations: broken-down vehicles, sudden congestion, poor visibility or secondary accidents caused by delayed response.

Much of this happens invisibly, which is precisely why transparency matters. When people do not understand what systems are doing, silence is easily interpreted as secrecy. Multiple parliamentary and audit reports have raised questions about whether the smart motorway rollout was too rapid, or communication to the public was inadequate – or both.

Some countries have taken a more explicit approach to public engagement around transport innovation. In Sweden, for example, the national road safety strategy, Vision Zero, was introduced as part of a broad public policy framework that placed societal consent and safety at the centre of infrastructure design.

In the UK’s third road investment strategy (2025-2030), smart roads will probably become more interconnected, more predictive and more automated.

Digital twins – virtual models that replicate real roads and infrastructure so planners can test scenarios before implementing them – will play a larger role in planning. Increased data sharing may allow more integrated services across multiple modes of transport. AI and analytics could increasingly support operational decisions.

But the controversy around smart motorways wasn’t just about design choice. It reflects a deeper public concern: what happens when safety depends on systems people can’t see or easily understand?

To answer this, the systems that run smart roads need to be open and trustworthy, safe and reliable in the eyes of those who rely on them every day.

The Conversation

This research was funded by National Highways. The views expressed in this article are those of the author and do not necessarily reflect the views or position of National Highways.

ref. Smart motorways were halted over safety concerns – what’s the future for digital roads? – https://theconversation.com/smart-motorways-were-halted-over-safety-concerns-whats-the-future-for-digital-roads-281607

Supreme Court considers whether police can use Big Tech data to capture info from all cellphone users in a place and time

Source: The Conversation – USA – By Anne Toomey McKenna, Affiliated Faculty Member, Institute for Computational and Data Sciences, Penn State

Police got cellphone data for many people who happened to be in this area near the time of a bank robbery. AP Photo/Steve Helber

Google tracks the vast majority of cellphones in the United States, collecting your location, usage and device data through installed software and apps. The tracking occurs by various autonomous processes you cannot see or stop, even when you turn off location history, and Google and other companies keep that data for years. Outside of your control and wherever you go, your cellphone continuously creates a durable and revealing digital trail, and law enforcement agencies can get warrants to obtain it.

But some of those warrants aren’t looking for data about a specific person. Instead, police are compelling tech companies to reveal every cellphone in a particular area during certain time periods. Called geofence warrants, their use is at the heart of a case before the U.S. Supreme Court that will determine what the Fourth Amendment’s protections against unreasonable search and seizure mean in the digital age.

The Supreme Court case Chatrie v. United States involves the hunt for a suspect in an armed bank robbery in busy Midlothian, Virginia, in May 2019, and how police settled on a man named Okello Chatrie as the perpetrator.

Detective Joshua Hylton was granted a geofence warrant that compelled Google to search its database and identify every cellphone in a 17½-acre area around the bank, including private residences and a church, for a period of two hours. Working closely with Google, police ultimately narrowed in on Chatrie. When the trial court denied Chatrie’s motion to suppress the geofence-derived evidence, Chatrie appealed.

The Supreme Court will decide if, when and how law enforcement can use geofences. It matters because all cellphone-carrying people can end up in tomorrow’s geofence, like all those who were unknowingly grabbed in the Chatrie search. And nearly all users are unaware of these fences. No one specifically consents to be included in them, but people have no choice. What happened in the Chatrie case is a feat otherwise impossible but for advances in location tracking technology and advanced AI systems.

As a privacy, electronic surveillance and tech law attorney, author and legal educator, I have spent years researching, writing, educating and advising about these kinds of privacy and legal issues, and my books on electronic surveillance and evidence are routinely cited and relied upon by courts grappling with these issues.

a woman walks in between a brick and cement buidling and a parking lot
A customer walks out of a credit union in Virginia where a robbery in 2019 set in motion events that led to a Supreme Court case.
AP Photo/Steve Helber

How geofences work

Geofences are part of modern life. By carrying your smartphone and other devices, you generate location and other device activity data. That data is collected, stored, analyzed, and bought and sold by multiple companies. The location history data being collected about you is what makes geofences possible, and it is comprehensive and precise.

Location history relies on a variety of sources of data that can include cell tower location, cellphone data such as connections to Wi-Fi networks and Bluetooth sources, and cellular data sent via cell tower. This means the communications you received and sent and the apps you used can be swept up in a geofence.

Advanced AI technologies analyze that data to discern increasing amounts of personal and behavioral data – insights about people, groups and activities – that can be used for a variety of purposes, including targeted advertising. Your rich location history and device data get snatched up regularly in such fences by private companies; your present and past self travels through them constantly.

A geofence can be in real time, for instance to identify and track who is at a protest, or any period in the past decade or so. It can be dynamically generated, like a circle around a specific location, or it could be a predefined set of boundaries, such as a specific address or area defined by streets or other geographical boundaries. One geofence warrant that Google received covered 2.5 square miles of San Francisco for a period of 2½ days.

There has been a significant increase in law enforcement’s use of geofence warrants over the past decade. Google revealed in court that it received a 1,500% percent increase in geofence requests from 2017 to 2018, a 500% percent increase from 2018 to 2019, and by 2020, it had 11,500 geofence warrants in a year. Between 2021 and 2023, geofence warrants made up over 25% of all warrants that Google received from law enforcement agencies in the United States.

a hand holds a smartphone displaying a map with a map in the background
If you carry a smartphone around with you, Google and other tech companies keep track of where you are and everywhere you’ve been.
Dilara Irem Sancar/Anadolu via Getty Images

Search warrants and the Fourth Amendment

The Fourth Amendment is the foundation on which all U.S. electronic privacy laws rest. When government agents want to search or seize a person, place or thing – absent consent or emergency – the Fourth Amendment requires agents to obtain a court-approved warrant based on probable cause. Agents do this by providing a judge with enough evidence to establish probable cause that the person, place or thing to be searched or seized is associated with a crime.

The resulting warrant must describe with “particularity” the specific person, place or thing to be searched or seized. If these requirements are not met, the search is unreasonable and therefore unlawful, and evidence obtained in that search cannot be used in court, barring a good-faith exception.

The Fourth Amendment’s “particularity” requirement strictly forbids general warrants, historically used by British troops against Colonists to engage in overly broad or all-encompassing searches.

Reverse warrants

The only “particularity” that police can specify in applying for a geofence warrant is that a crime occurred at a particular time and place. Hence, geofence warrants are often called reverse warrants because they literally reverse the traditional process of conducting an investigation to identify a suspect and then obtain a warrant to gather information on that suspect. Geofence warrants gather all devices in a time and place, and then, aided by technology, police sift through for potential suspects.

The execution of a geofence warrant is very different from that of a typical warrant. Litigation records reveal a collaborative effort between law enforcement and Google that follows a three-step process. First, law enforcement officials specify in the warrant a time and place to be searched. The data they’re seeking is not merely a list of cellphone devices in the area; it is usually more detailed. For instance, it could include data about whether a device accessed a particular email account or app or sent a text at the time it was in the area of the geofence.

Second, the company provides the officials with an anonymized list of users or devices matching the warrant’s criteria. At this point, things start to become more fluid, and the officials may seek additional information about specific users outside of the initial search parameters.

Third, law enforcement officials then analyze the information and request that the company “unmask” certain users. In complying, Google may tell police the account holder’s name, their address, their email address, and even whether they were communicating or using certain apps during the relevant time. The officials then decide whether any of the users may be connected to the crime.

This close work between the private entity – usually Google – and law enforcement throughout the geofence warrant process raises significant privacy and civil liberties concerns. It also does not appear that there is any court review or judicial oversight during this give-and-take between law enforcement officers and Google in the geofence warrant process.

A split among appeals courts

In the Chatrie case, the trial court took issue with the geofence warrant police used, finding that it lacked particularized probable cause. But the trial court also determined that the officers in question had relied on the defective warrant in good faith, and thus it ruled the geofence evidence could be used against the defendant.

On appeal to the 4th U.S. Circuit Court of Appeals, a divided panel affirmed the trial court’s decision, and it concluded, over vigorous dissent, that obtaining the geofence data was not a search. The full 4th Circuit affirmed the trial court’s decision.

But the 4th Circuit’s 2024 Chatrie decision stands at odds with the 5th Circuit’s 2024 decision in United States v. Smith. In the Smith case, the 5th Circuit ruled that “geofence warrants are modern-day general warrants and are unconstitutional under the Fourth Amendment.” This split among the federal appeals courts should be resolved by the Supreme Court in its Chatrie decision.

Chatrie and the Supreme Court

For decades, the court has grappled with law enforcement’s use of technologies to track the location of people or things, issuing decisions about cell site location information and GPS. It has ruled that the U.S. Constitution requires law enforcement agents to obtain a warrant to track a person using their cellphone location history data or GPS, barring exigent circumstances.

The government is arguing in the Chatrie case that users voluntarily consented to the collection of location history, so they have no reasonable expectation of privacy in the data, and thus there is no violation of the Fourth Amendment.

Some of the amicus briefs filed in support of the defendant assert that electronic location data is protected by the Fourth Amendment’s warrant requirement, and that the geofence warrant fails to satisfy the Fourth Amendment’s particularity requirement. Some also argue that approving this warrant would open the door to a variety of reverse search warrants. And some contend that there is no meaningful consent or voluntariness around the data collection that underpins geofence technology.

Questions from the Supreme Court justices during oral arguments on April 27, 2026, indicate that at least some of them consider geofence warrants to be general warrants and thus unconstitutional. But for now, we wait.

The Conversation

Anne Toomey McKenna serves on the Advisory Board to the Institute for Electrical and Electronics Engineers (IEEE)-USA’s Artificial Intelligence Policy Committee (AIPC) and Chairs multiple AIPC subcommittees. The AIPC work involves subject matter and education-related interaction with U.S. Senate and House congressional staffers and the Congressional AI Caucus. McKenna has received funding from the National Security Agency for the development of legal educational materials about cyberlaw (a course which the government still makes available online for the public) and funding from The National Police Foundation together with the U.S. Department of Justice-COPS division for legal analysis regarding the use of drones in domestic policing.

ref. Supreme Court considers whether police can use Big Tech data to capture info from all cellphone users in a place and time – https://theconversation.com/supreme-court-considers-whether-police-can-use-big-tech-data-to-capture-info-from-all-cellphone-users-in-a-place-and-time-281505