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AI mass surveillance at Paris Olympics – a legal scholar on the security boon and privacy nightmare

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theconversation.com – Anne Toomey McKenna, Visiting Professor of Law, University of Richmond – 2024-07-17 07:28:27

It won’t be just human eyes monitoring the thousands of security cameras at the Paris Olympics.
Martin Bureau/AFP via Getty Images

Anne Toomey McKenna, University of Richmond

The 2024 Paris Olympics is drawing the eyes of the world as thousands of athletes and support personnel and hundreds of thousands of visitors from around the globe converge in France. It’s not just the eyes of the world that will be watching. Artificial intelligence systems will be watching, too.

Government and private companies will be using advanced AI tools and other surveillance tech to conduct pervasive and persistent surveillance before, during and after the Games. The Olympic world stage and international crowds pose increased security risks so significant that in recent years authorities and critics have described the Olympics as the “world’s largest security operations outside of war.”

The French government, hand in hand with the private tech sector, has harnessed that legitimate need for increased security as grounds to deploy technologically advanced surveillance and data gathering tools. Its surveillance plans to meet those risks, including controversial use of experimental AI video surveillance, are so extensive that the country had to change its laws to make the planned surveillance legal.

The plan goes beyond new AI video surveillance systems. According to news reports, the prime minister’s office has negotiated a provisional decree that is classified to permit the government to significantly ramp up traditional, surreptitious surveillance and information gathering tools for the duration of the Games. These include wiretapping; collecting geolocation, communications and computer data; and capturing greater amounts of visual and audio data.

AI mass surveillance at Paris Olympics – a legal scholar on the security boon and privacy nightmare
French President Emmanuel Macron reviews surveillance cameras in preparation for the Paris Olympics.
Christophe Petit Tesson/AFP via Getty Images

I am a law professor and attorney, and I research, teach and write about privacy, artificial intelligence and surveillance. I also provide legal and policy guidance on these subjects to legislators and others. Increased security risks can and do require increased surveillance. This year, France has faced concerns about its Olympic security capabilities and credible threats around public sporting events.

Preventive measures should be proportional to the risks, however. Globally, critics claim that France is using the Olympics as a surveillance power grab and that the government will use this “exceptional” surveillance justification to normalize society-wide state surveillance.

At the same time, there are legitimate concerns about adequate and effective surveillance for security. In the U.S., for example, the nation is asking how the Secret Service’s security surveillance failed to prevent an assassination attempt on former on July 13, 2024.

AI-powered mass surveillance

Enabled by newly expanded surveillance laws, French authorities have been working with AI companies Videtics, Orange Business, ChapsVision and Wintics to deploy sweeping AI video surveillance. They have used the AI surveillance during major concerts, sporting events and in metro and train stations during heavy use periods, including around a Taylor Swift concert and the Cannes Film . French said these AI surveillance experiments went well and the “lights are green” for future uses.

The AI software in use is generally designed to certain events like changes in crowd size and movement, abandoned objects, the presence or use of weapons, a body on the ground, smoke or flames, and certain traffic violations. The goal is for the the surveillance systems to immediately, in real time, detect events like a crowd surging toward a gate or a person leaving a backpack on a crowded street corner and alert security personnel. Flagging these events seems like a logical and sensible use of technology.

But the real privacy and legal questions flow from how these systems function and are being used. How much and what types of data have to be collected and analyzed to flag these events? What are the systems’ data, error rates and evidence of bias or inaccuracy? What is done with the data after it is collected, and who has access to it? There’s little in the way of transparency to answer these questions. Despite safeguards aimed at preventing the use of biometric data that can identify people, it’s possible the training data captures this information and the systems could be adjusted to use it.

By giving these private companies access to thousands of video cameras already located throughout France, harnessing and coordinating the surveillance capabilities of rail companies and transport operators, and allowing the use of drones with cameras, France is legally permitting and supporting these companies to test and train AI software on its citizens and visitors.

Legalized mass surveillance

Both the need for and the practice of government surveillance at the Olympics is nothing new. Security and privacy concerns at the 2022 Winter Olympics in Beijing were so high that the FBI urged “all athletes” to leave personal cellphones at home and only use a burner phone while in China because of the extreme level of government surveillance.

France, however, is a member of the European Union. The EU’s General Data Protection Regulation is one of the strongest data privacy laws in the world, and the EU’s AI Act is leading efforts to regulate harmful uses of AI technologies. As a member of the EU, France must follow EU law.

France has cleared the way legally to expand its use of AI in surveillance of public places.

Preparing for the Olympics, France in 2023 enacted Law No. 2023-380, a package of laws to provide a legal framework for the 2024 Olympics. It includes the controversial Article 7, a provision that allows French law enforcement and its tech contractors to experiment with intelligent video surveillance before, during and after the 2024 Olympics, and Article 10, which specifically permits the use of AI software to video and camera feeds. These laws make France the first EU country to legalize such a wide-reaching AI-powered surveillance system.

Scholars, civil society groups and civil liberty advocates have pointed out that these articles are contrary to the General Data Protection Regulation and the EU’s efforts to regulate AI. They argue that Article 7 specifically violates the General Data Protection Regulation’s provisions protecting biometric data.

French officials and tech company representatives have said that the AI software can accomplish its goals of identifying and flagging those specific types of events without identifying people or running afoul of the General Data Protection Regulation’s restrictions around processing of biometric data. But European have pointed out that if the purpose and function of the algorithms and AI-driven cameras are to detect specific suspicious events in public spaces, these systems will necessarily “capture and analyse physiological features and behaviours” of people in these spaces. These include body positions, gait, movements, gestures and appearance. The critics argue that this is biometric data being captured and processed, and thus France’s law violates the General Data Protection Regulation.

AI-powered security – at a cost

For the French government and the AI companies so far, the AI surveillance has been a mutually beneficial . The algorithmic watchers are being used more and give governments and their tech collaborators much more data than humans alone could provide.

But these AI-enabled surveillance systems are poorly regulated and subject to little in the way of independent testing. Once the data is collected, the potential for further data analysis and privacy invasions is enormous.The Conversation

Anne Toomey McKenna, Visiting Professor of Law, University of Richmond

This article is republished from The Conversation under a Creative Commons license. Read the original article.

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Making a Snickers bar is a complex science − a candy engineer explains how to build the airy nougat and chewy caramel of this Halloween favorite

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theconversation.com – Richard Hartel, Professor of Food Science, of Wisconsin- – 2024-10-29 07:42:00

From their caramel centers to chocolatey coatings, several widely used candy-making processes go into the production of a single Snickers bar.

NurPhoto / Contributor via Getty Images

Richard Hartel, University of Wisconsin-Madison

It’s Halloween. You’ve just finished trick-or-treating and it’s time to assess the haul. You likely have a favorite, whether it’s chocolate bars, peanut butter cups, those gummy clusters with Nerds on them or something else.

For some people, me, one piece stands out – the Snickers bar, especially if it’s full-size. The combination of nougat, caramel and peanuts coated in milk chocolate makes Snickers a popular candy treat.

As a food engineer studying candy and ice cream at the University of Wisconsin-Madison, I now look at candy in a whole different way than I did as a kid. Back then, it was all about shoveling it in as fast as I could.

Now, as a scientist who has made a career studying and writing books about confections, I have a very different take on candy. I have no trouble sacrificing a piece for the microscope or the texture analyzer to better understand how all the components add up. I don’t work for, own stock in, or from Mars Wrigley, the company that makes Snickers bars. But in my work, I do study the different components that make up lots of popular candy bars. Snickers has many of the most common elements you’ll find in your Halloween candy.

Let’s look at the elements of a Snickers bar as an example of candy science. As with almost everything, once you get into it, each component is more complex than you might think.

A Snickers bar cut in half, showing cross-sections of its inside.

Snickers bars contain a layer of nougat, a layer of caramel mixed with peanuts and a chocolate coating.

istarif/iStock via Getty Images Plus

Airy nougat

Let’s start with the nougat. The nougat in a Snickers bar is a slightly aerated candy with small sugar crystals distributed throughout.

One of the ingredients in the nougat is egg white, a protein that helps stabilize the air bubbles that a light texture. Often, nougats like this are made by whipping sugar and egg whites together. The egg whites coat the air bubbles created during whipping, which gives the nougat its aerated texture.

A boiled sugar syrup is then slowly mixed into the egg white sugar mixture, after which a melted fat is added. Since fat can cause air bubbles to collapse, this step has to be done last and very carefully.

The final ingredient added before cooling is powdered sugar to provide seeds for the sugar crystallization in the batch. The presence of small sugar crystals makes the nougat “short” – pull it apart between your fingers and it breaks cleanly with no stretch.

Chewy caramel

On top of the nougat layer is a band of chewy caramel. The chewiness of the caramel contrasts the nougat’s light, airy texture, which provides contrast to each bite.

Caramel stands out from other candies as it contains a dairy ingredient, such as cream or evaporated milk. During cooking, the milk proteins react with some of the sugars in a complex of reactions called Maillard browning, which imparts the brown color and caramelly flavor.

Maillard browning starts with proteins and certain sugars. The end products of these reactions include melanoidins, which are brown coloring compounds, and a variety of flavors. The specific flavor molecules depend on the starting materials and the conditions, such as temperature and content.

Commercial caramel, like that in the Snickers bar, is cooked up to about 240-245 degrees Fahrenheit (115-118 degrees Celsius), to control the water content. Cook to too high a temperature and the caramel gets too hard, but if the cook temperature is too low, the caramel will flow right off the nougat. In a Snickers bar, the caramel needs to be slightly chewy so the peanuts stick to it.

Chocolate coating

To make chocolate, raw cocoa beans are harvested from cacao pods and then fermented for several days. After the fermented beans are dried, they are roasted to develop the chocolate flavor. As in caramel, the Maillard browning reaction is an important contributor to the flavor of chocolate.

The milk chocolate coating on the Snickers bar happens through a process called enrobing. The naked bar, arranged on a wire mesh conveyor, passes through a curtain of tempered liquid chocolate, covering all sides with a thin layer. Tempering the chocolate coating makes it glossy and gives it a well-defined snap.

The enrobing in action.

The flow of the tempered chocolate needs to be controlled precisely to give a coating of the desired thickness without leading to tails at the bottom of the candy bar.

The Snickers bar

When done right, the result is a delicious Snickers bar, a popular Halloween – or anytime – candy.

With about 15 million bars made each day, getting every detail just right requires a lot of scientific understanding and engineering precision.The Conversation

Richard Hartel, Professor of Food Science, University of Wisconsin-Madison

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Grow fast, die young? Animals that invest in building high-quality biomaterials may slow aging and increase their lifespans

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theconversation.com – Chen Hou, Associate Professor of Biology, Missouri of Science and Technology – 2024-10-29 07:41:00

Allocating more energy for growth versus for maintenance with longevity trade-offs.

Matthias Clamer/Stone via Getty Images

Chen Hou, Missouri University of Science and Technology

Fancy, high-quality products such as Rolex watches and Red Wing boots often cost more to make but last longer. This is a principle that manufacturers and customers are familiar with. But while this also applies to biology, scientists rarely discuss it.

Researchers have known for decades that the faster an animal grows, the shorter its lifespan, at least among mammals. This holds across species of different sizes. Ecophysiologists like me have been studying the trade-offs between allocating energy for growth or for maintenance, and how those trade-offs affect aging and lifespan.

One explanation is that since animals have a limited amount of energy available, investing more energy in growth will reduce the energy they have left to maintain their , therefore leading to faster aging.

Another explanation is based on the observation that metabolism – all the physical and chemical processes that convert or use energy – fuels growth. Some researchers have suggested that fast growth is associated with high metabolism, in turn causing stress that speeds up aging.

However, these two explanations may not capture the whole picture of the trade-off between growth and longevity. For example, certain species allocate a larger fraction of their energy to maintenance but don’t have better resistance to stress than species that allocate less energy to those processes. This finding indicates that the amount of energy allocated to maintenance may not be the only thing that determines its quality.

Meanwhile, I found that this negative association still strongly holds even after accounting for metabolic rate. That means the higher metabolism associated with faster growth cannot completely explain faster aging. There had to be other missing links to consider.

What have scientists overlooked? My recently published research suggests that the energy cost it takes to make biological materials, or the biosynthetic cost, also affects lifespan.

Humpback whales breaching water

Whales have some of the longest lifespans among mammals.

lisabskelton/iStock via Getty Images Plus

Cost of making biomass

It costs energy to make biological materials, or biomass, such as assembling individual amino acids into whole proteins. It also costs energy to check newly synthesized materials for errors, break down and rebuild materials with errors, and transport finished materials to where they need to be.

To measure the energy investment in building biomass across species, I derived a mathematical relationship between biosynthetic cost and rates of growth and metabolism. I based my equation on the first principle of energy conservation, which states that energy is neither created nor destroyed, and data on the growth and metabolism rates of different mammals routinely measured by other researchers in the field.

While researchers previously believed that the cost of synthesizing new biomass was the same across species, my analysis of data from 139 different animals found that there is a great difference in biosynthetic cost between species. For example, a naked mole rat has a biosynthetic cost that is over three times as that of a mouse with the same body mass. While the naked mole rat has a lifespan of 30 years, the mouse’s lifespan is only two to three years.

My findings suggest that some species spend more energy than others to make one unit of biomass. This is perhaps partially due to living in a more dangerous . Animals that grow faster are more likely to reach reproductive maturity than animals that grow more slowly, but the price to pay is low-quality biomaterials.

Biosynthetic cost and aging

If everything else is kept the same, the more expensive growth is, the lower the growth rate will be. But how does this energy cost contribute to the aging ?

I used what I call a cost-quality hypothesis to answer this question. At the cellular level, biosynthetic cost is in part determined by the cell’s tolerance for errors in making materials. Take proteins as an example. Research has repeatedly suggested that protein homeostasis – the collective processes that maintain protein level, structure and function – plays a key role in the aging process. In simple terms, the accumulation of proteins with errors to aging.

Protein synthesis and folding is imperfect. Researchers have estimated that 20% to 30% of new proteins are rapidly degraded after they’re made due to errors. Different species have different degrees of error tolerance and protein quality control. For example, the mouse proteome has two- to tenfold higher levels of proteins with incorrect amino acids relative to the proteome of naked mole rats.

Let’s consider two species, where one is picky about protein errors and the other not so much. The picky species will break down and remake a protein when it finds an error, constantly using protein quality control mechanisms to proofread, quickly unfold and refold, degrade or resynthesize proteins. Not only do these processes cost energy, they also slow down an animal’s overall biomass growth rate. A pickier species would spend more energy for a unit of net new biomass synthesized than a species with high tolerance, growing more slowly overall.

On the other hand, a species with higher tolerance to errors would have a lower biosynthetic cost because it would just incorporate the faulty protein into their new biomass. Because this species can function with faulty proteins, it is more resistant to stress and therefore lives longer.

Close-up of naked mole-rat, with crinkled skin and closed eyes

Naked mole rats the longest among rodents – their lifespans can push past 30 years.

Tennessee Witney/iStock via Getty Images Plus

Making things last

An animal’s ability to maintain homeostasis not only depends on the amount of energy it allocates to maintenance but also on the quality of the tissue it produces. And the quality of that tissue is at least partially due to the energy it invests in making biomass.

In other words, fancy stuff costs more to make but lasts longer.

My hope is that these results could be used as a framework to investigate how differences in a person’s and growth rate affect their health, risk for aging-related diseases and lifespan. It also a door to a new research area: Could we manipulate the mechanisms that determine the energetic cost of biosynthesis and slow aging?The Conversation

Chen Hou, Associate Professor of Biology, Missouri University of Science and Technology

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Vampire bats – look beyond the fangs and blood to see animal friendships and unique adaptations

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theconversation.com – Sebastian Stockmaier, Assistant Professor of Ecology and Evolutionary Biology, of Tennessee – 2024-10-28 07:23:00

Vampire bats – look beyond the fangs and blood to see animal friendships and unique adaptations

Vampire bats have complex social relationships.

Samuel Betkowski/Moment via Getty Images

Sebastian Stockmaier, University of Tennessee

You can probably picture a vampire: Pale, sharply fanged undead sucker of blood, deterred only by sunlight, religious paraphernalia and garlic. They’re gnarly creatures, often favorite subjects for movies or books. Luckily, they’re only imaginary … or are they?

There are real vampires in the world of bats. Out of over 1,400 currently described bat species, three are known to feed on blood exclusively.

The common vampire bat, Desmodus rotundus, is the most abundant. At home in the tropical forests of Central and South America, these bats feed on various animals, tapirs, mountain lions, penguins and, most often nowadays, livestock.

a bat hangs on the neck of an unbothered goat

A vampire bat enjoys a blood meal at the expense of a domestic goat.

Nicolas Reusens/Moment via Getty Images

Feeding on a blood diet is unusual for a mammal and has led to many unique adaptations that facilitate their uncommon lifestyle. Unlike other bats, vampires are mobile on the ground, toggling between two distinct gaits to circle their sleeping prey. Heat-sensing receptors on their noses them find warm blood under their prey’s skin. Finally, the combination of a small incision, made by potentially self-sharpening fangs, and an anticoagulant in their saliva allows these bats to feed on unsuspecting prey.

To me, as a behavioral ecologist, who is interested in how pathogens affect social behaviors and vice versa, the most fascinating adaptations to a blood-feeding lifestyle are observable in vampire bats’ social lives.

Vampire bats build reciprocal relationships

Blood is not very nutritious, and vampire bats that fail to feed will starve relatively quickly. If a bat returns to the roost hungry, others may regurgitate a blood meal to get them through the night.

two bats face to face, touching at the mouth

Vampire bats will share their blood meal with a hungry friend.

Gerry Carter

Such food sharing happens between bats who are related – such as mothers and their offspring – but also unrelated individuals. This observation has puzzled evolutionary biologists for quite a while. Why help someone who is not closely related to you?

It turns out that vampire bats keep track of who feeds them and reciprocate – or not, if the other bat has not been helpful in the past. In doing so, they form complex social relationships maintained by low-cost social investments, such as cleaning and maintaining the fur of another animal, called allogrooming, and higher-cost social investments, such as sharing food.

These relationships are on par with what you would see in primates, and some people compare them to human friendships. Indeed, there are some parallels.

For instance, humans will raise the stakes when forming new relationships with others. You start with social investments that don’t cost much – think sharing some of your lunch – and wait for the other person’s response. If they don’t reciprocate, the relationship may be doomed. But if the other person does reciprocate by sharing a bit of their dessert, for instance, your next investment might be larger. You gradually increase the stakes in a of back-and-forth until the friendship eventually warrants larger social investments like going out of your way to give them a ride to work when their car breaks down.

Vampire bats do the same. When strangers are introduced, they will start with small fur-cleaning interactions to test the waters. If both partners keep reciprocating and raising the stakes, the relationship will eventually escalate to food sharing, which is a bigger commitment.

Relationships, in sickness and in health

My lab studies how infections affect social behaviors and relationships. Given their vast array of social behaviors and the complexity of their social relationships, vampire bats are the ideal study system for me and my colleagues.

How does being ill affect how vampire bats behave? How do other bats behave toward one that is sick? How does sickness affect the formation and maintenance of their social relationships?

We simulate infections in bats in our lab by using molecules derived from pathogens to stimulate an immune response. We’ve repeatedly found a form of passive social distancing where sick individuals reduce their interaction with others, whether it’s allogrooming, social calling or just spending time near others.

a bat in flight shown from behind with a little rectangular transmitter attached to its back

Researchers attach proximity sensors to bats. The sensors communicate with each other and exchange information about meeting time, duration and signal strength, which is a proxy for distance between two bats.

Sherri and Brock Fenton

Importantly, these behavioral changes haven’t necessarily evolved to minimize spreading disease to others. Rather, they are parts of the complex immune response that biologists call sickness behaviors. It’s comparable to someone infected with the flu staying at home simply because they don’t feel up to venturing out. Even if such passive social distancing may have not evolved to prevent transmission to others, simply being too sick to interact with others will still reduce the spread of germs.

Interestingly, sickness behaviors can be suppressed. People do this all the time. So-called presenteeism is showing up at work despite illness due to various pressures. Similarly, many people have suppressed symptoms of an infection to engage in some sort of social obligation. If you have little kids, you know that when everyone in your household is coming down with something, there’s no way you can just sit back and not take care of the little ones, even if you feel quite bad yourself.

Animals are no different. They can suppress sickness behaviors when competing needs arise, such as caring for young or defending territory. Despite their tendency to reduce social interactions with others when sick, in vampire bats, sick mothers will continue to groom their offspring and vice versa, probably because mother-daughter relationships are extra important. Mothers and daughters are often each other’s primary social relationships within groups of vampire bats.

vampire bat in flight

Despite vampire bats’ elaborate social relationships, farmers often consider them pests.

Sherri and Brock Fenton

Human-bat conflict centers on livestock

Despite their many fascinating adaptations and complex social lives, vampire bats are not universally admired. In fact, in many in South and Central America, they are considered pests because they can transmit the deadly rabies virus to livestock, which can cause quite significant economic losses.

Before people introduced livestock into their habitat, vampire bats probably had a harder time finding food in the form of native prey species such as tapirs. Now, livestock has become their primary food source. After all, why not feed on something that is reliably at the same place every night and quite abundant? Increases in livestock abundance come with increases in vampire bat populations, probably perpetuating the problem of rabies transmission.

The farmers’ quarrels with vampires make sense, especially in smaller cattle herds, where losing even one cow can significantly a farmer’s livelihood. Culling campaigns have used topically applied poisons called vampiricide, basically a mix of petroleum jelly and rat poison. Bats are caught, the paste is applied to the fur, and they carry it back to the roost, where others ingest the poison during social interactions. Interestingly, large-scale culling may not be very effective in reducing rabies spillover.

person stands at base of tree peeking into hollow area where bats live

Vampire bat colonies in places like hollow trees.

May Dixon

Now, the focus has started to shift toward large-scale cattle vaccinations or vaccinating the vampire bats themselves. Researchers are even considering transmissible vaccines: They could genetically modify herpes viruses, which are quite common in vampire bats, to carry rabies genes and vaccinate large swaths of vampire bat populations.

Whichever method is used to mitigate vampire bat-human conflicts, more empathy for these misunderstood animals could only help. After all, if you stick your head into a hollow tree full of vampire bats – assuming you can brave the smell of digested blood – remember: You’re looking at a complex network of individual friendships between animals that care deeply for each other.The Conversation

Sebastian Stockmaier, Assistant Professor of Ecology and Evolutionary Biology, University of Tennessee

This article is republished from The Conversation under a Creative Commons license. Read the original article.

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