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Education Executives Tout Artificial Intelligence Benefits for Classroom Learning – BroadbandBreakfast.com

WASHINGTON, May 24, 2022 Experts in education technology said Monday that to close the digital divide for students, the nation must eliminate barriers at the community level, including raising awareness of programs and resources and increasing digital literacy.

We are hearing from schools and district leaders that its not enough to make just broadband available and affordable, although those are critical steps, said Ji Soo Song, broadband advisor at the U.S. Department of Education, said at an event hosted by trade group SIIA, formerly known as the Software and Information Industry Association. We also have to make sure that were solving for the human barriers that often inhibit adoption.

Song highlighted four initial barriers that students are facing. First, a lack of awareness and understanding of programs and resources. Second, signing up for programs is often confusing regarding eligibility requirements, application status, and installment. Third, there may be a lack of trust between communities and services. Fourth, a lack of digital literacy among students can prevent them from succeeding.

Song said he believes that with the Infrastructure, Investment and Jobs Act, states have an incredible opportunity to address adoption barriers.

Rosemary Lahasky, senior director for government affairs at Cengage, a maker of educational content, added that current data suggests that 16 million students lack access to a broadband connection. While this disparity in American homes remained, tech job posts nearly doubled in 2021, but the average number of applicants shrunk by 25 percent.

But panelists said they are hopeful that funding will address these shortages. Almost every single agency that received fundingreceived either direct funding for workforce training or were given the flexibility to spend some of their money on workforce training, said Lahasky of the IIJA, which carves out funding for workforce training.

This money is also, according to Lahasky, funding apprenticeship programs, which have been recommended by many as a solution to workforce shortages.

Student connectivity has been a long-held concern following the COVID-19 pandemic. Students themselves are stepping up to fight against the digital inequity in their schools as technology becomes increasingly essential for success. Texas students organized a panel to discuss internet access in education just last year.

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Tamagotchi kids: could the future of parenthood be having virtual children in the metaverse? – The Guardian

Name: Tamagotchi kids.

Age: Yet to be born, though it wont be long, says Catriona Campbell.

Is she pregnant? No. Well, I dont know, thats not the point.

What is the point? That some people might decide never to be pregnant, ever again.

That already happens, doesnt it? True, for loads of reasons, including concerns about the environment, overpopulation, the rising cost of bringing up a child, etc.

So who is this Catriona Campbell, then? One of the UKs leading authorities on artificial intelligence. She has a new book out, called AI by Design: A Plan For Living With Artificial Intelligence.

What does she say in it? That within 50 years, technology will have advanced to such an extent that babies which exist in the metaverse are indistinct from those in the real world.

Does that mean that Mark Zuckerberg is going to be everyones dad? Or (shivers) Nick Clegg? No. It means virtual digital children will exist in the metaverse which, as youll know, is the immersive digital future of the internet. Campbell predicts they will be commonplace and embraced by society within half a century. She has called this digital demographic the Tamagotchi generation, after those digital pet toys from Japan, remember?

So, will our new kids be egg-shaped and have three buttons? And will we soon get bored and forget about them? Technology has come on since the 90s. Campbell says virtual children will look like you, and you will be able to play with and cuddle them. They will be capable of simulated emotional responses as well as speech, which will range from googoo gaga to backchat, as they grow older.

I hate it when they become teenagers. Then put it off.

So we would get to decide how quickly they grow up? Or if they grow up.

And if we do get bored with them? Well, if you have them on a monthly subscription basis, which is what Campbell thinks might happen, then I suppose you can just cancel.

If you can get through! Customer services might be better in the future.

It sounds a teeny bit creepy, no? Think of the advantages: minimal cost and environmental impact. And less worry though you might want a bit of that programmed in for a more authentic parental experience.

Any downsides? Well, you might think if you can turn it on and off it is more like a dystopian doll than a human who is your own flesh and blood. But thats just old fashioned.

Do say: Sold. Ill take 2.4 of them please.

Dont say: Any more of your cheek and youre deleted!

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Could quantum mechanics explain the Mandela effect? – Big Think

There are some questions that, if you look up the answer, might make you question the reliability of your brain.

Many other examples abound, from the color of different flavor packets of Walkers crisps to the spelling of Looney Tunes (vs. Looney Toons) and Febreze (vs. Febreeze) to whether the Monopoly Man has a monocle or not.

Perhaps the simplest explanation for all of these is simply that human memory is unreliable, and that as much as we trust our brains to remember what happened in our own lives, that our own minds are at fault. But theres another possibility based on quantum physics thats worth considering: could these truly have been the outcomes that occurred for us, but in a parallel Universe? Heres what the science has to say.

Visualization of a quantum field theory calculation showing virtual particles in the quantum vacuum. (Specifically, for the strong interactions.) Even in empty space, this vacuum energy is non-zero, and what appears to be the ground state in one region of curved space will look different from the perspective of an observer where the spatial curvature differs. As long as quantum fields are present, this vacuum energy (or a cosmological constant) must be present, too.

One of the biggest differences between the classical world and the quantum world is the notion of determinism. In the classical world which also defined all of physics, including mechanics, gravitation, and electromagnetism prior to the late 19th century the equations that govern the laws of nature are all completely deterministic. If you can give details about all of the particles in the Universe at any given moment in time, including their mass, charge, position, and momentum at that particular moment, then the equations that govern physics can tell you both where they were and where they will be at any moment in the past or future.

But in the quantum Universe, this simply isnt the case. No matter how accurately you measure certain properties of the Universe, theres a fundamental uncertainty that prevents you from knowing those properties arbitrarily well at the same time. In fact, the better you measure some of the properties that a particle or system of particles can have, the greater the inherent uncertainty becomes an uncertainty that you can not get rid of or reduce below a critical value in other properties. This fundamental relation, known as the Heisenberg uncertainty principle, cannot be worked around.

This diagram illustrates the inherent uncertainty relation between position and momentum. When one is known more accurately, the other is inherently less able to be known accurately. Every time you accurately measure one, you ensure a greater uncertainty in the corresponding complementary quantity.

Travel the Universe with astrophysicist Ethan Siegel. Subscribers will get the newsletter every Saturday. All aboard!

There are many other examples of uncertainty in quantum physics, and many of those uncertain measurements dont just have two possible outcomes, but a continuous spectrum of possibilities. Its only by measuring the Universe, or by causing an interaction of an inherently uncertain system with another quantum from the environment, that we discover which of the possible outcomes describes our reality.

The Many Worlds Interpretation of quantum mechanics holds that there are an infinite number of parallel Universes that exist, holding all possible outcomes of a quantum mechanical system, and that making an observation simply chooses one path. This interpretation is philosophically interesting, but may add nothing-of-value when it comes to actual physics.

One of the problems with quantum mechanics is the problem of, what does it mean for whats really going on in our Universe? We have this notion that there is some sort of objective reality a really real reality thats independent of any observer or external influence. That, in some way, the Universe exists as it does without regard for whether anyone or anything is watching or interacting with it.

This very notion is not something were certain is valid. Although its pretty much hard-wired into our brains and our intuitions, reality is under no obligation to conform to them.

What does that mean, then, when it comes to the question of whats truly going on when, for example, we perform the double-slit experiment? If you have two slits in a screen that are narrowly spaced, and you shine a light through it, the illuminated pattern that shows up behind the screen is an interference pattern: with multiple bright lines patterned after the shape of the slit, interspersed with dark lines between them. This is not what youd expect if you threw a series of tiny pebbles through that double slit; youd simply expect two piles of rocks, with each one corresponding to the rocks having gone through one slit or the other.

Results of a double-slit-experiment performed by Dr. Tonomura showing the build-up of an interference pattern of single electrons. If the path of which slit each electron passes through is measured, the interference pattern is destroyed, leading to two piles instead. The number of electrons in each panel are 11 (a), 200 (b), 6000 (c), 40000 (d), and 140000 (e).

The thing about this double slit experiment is this: as long as you dont measure which slit the light goes through, you will always get an interference pattern.

This remains true even if you send the light through one photon at a time, so that multiple photons arent interfering with one another. Somehow, its as though each individual photon is interfering with itself.

Its still true even if you replace the photon with an electron, or other massive quantum particles, whether fundamental or composite. Sending electrons through a double slit, even one at a time, gives you this interference pattern.

And it ceases to be true, immediately and completely, if you start measuring which slit each photon (or particle) went through.

But why? Why is this the case?

Thats one of the puzzles of quantum mechanics: it seems as though its open to interpretation. Is there an inherently uncertain distribution of possible outcomes, and does the act of measuring simply pick out which outcome it is that has occurred in this Universe?

Is it the case that everything is wave-like and uncertain, right up until the moment that a measurement is made, and that act of measuring a critical action that causes the quantum mechanical wavefunction to collapse?

When a quantum particle approaches a barrier, it will most frequently interact with it. But there is a finite probability of not only reflecting off of the barrier, but tunneling through it. The actual evolution of the particle is only determined by measurement and observation, and the wavefunction interpretation only applies to the unmeasured system; once its trajectory has been determined, the past is entirely classical in its behavior.

Or is it the case that each and every possible outcome that could occur actually does occur, but simply not in our Universe? Is it possible that there are an infinite number of parallel Universes out there, and that all possible outcomes occur infinitely many times in a variety of them, but it takes the act of measurement to know which one occurred in ours?

Although these might all seem like radically different possibilities, theyre all consistent (and not, by any means, an exhaustive list of) interpretations of quantum mechanics. At this point in time, the only differences between the Universe they describe are philosophical. From a physical point of view, they all predict the same exact results for any experiment we know how to perform at present.

However, if there are an infinite number of parallel Universes out there and not simply in a mathematical sense, but in a physically real one there needs to be a place for them to live. We need enough Universe to hold all of these possibilities, and to allow there to be somewhere within it where every possible outcome can be real. The only way this could work is if:

From a pre-existing state, inflation predicts that a series of universes will be spawned as inflation continues, with each one being completely disconnected from every other one, separated by more inflating space. One of these bubbles, where inflation ended, gave birth to our Universe some 13.8 billion years ago, where our entire visible Universe is just a tiny portion of that bubbles volume. Each individual bubble is disconnected from all of the others.

The Universe needs to be born infinite because the number of possible outcomes that can occur in a Universe that starts off like ours, 13.8 billion years ago, increases more quickly than the number of independent Universes that come to exist in even an eternally inflating Universe. Unless the Universe was born infinite in size a finite amount of time ago, or it was born finite in size an infinite amount of time ago, its simply not possible to have enough Universes to hold all possible outcomes.

But if the Universe was born infinite and cosmic inflation occurred, suddenly the Multiverse includes an infinite number of independent Universes that start with initial conditions identical to our own. In such a case, anything that could occur not only does occur, but occurs an infinite number of times. There would be an infinite number of copies of you, and me, and Earth, and the Milky Way, etc., that exist in an infinite number of independent Universe. And in some of them, reality unfolds identically to how it did here, right up until the moment when one particular quantum measurement takes place. For us in our Universe, it turned out one way; for the version of us in a parallel Universe, perhaps that outcome is the only difference in all of our cosmic histories.

The inherent width, or half the width of the peak in the above image when youre halfway to the crest of the peak, is measured to be 2.5 GeV: an inherent uncertainty of about +/- 3% of the total mass. The mass of the particle in question, the Z boson, is peaked at 91.187 GeV, but that mass is inherently uncertain by a significant amount.

But when we talk about uncertainty in quantum physics, were generally talking about an outcome whose results havent been measured or decided just yet. Whats uncertain in our Universe isnt past events that have already been determined, but only events whose possible outcomes have not yet been constrained by measurables.

If we think about a double slit experiment thats already occurred, once weve seen the interference pattern, its not possible to state whether a particular electron traveled through slit #1 or slit #2 in the past. That was a measurement we could have made but didnt, and the act of not making that measurement resulted in the interference pattern appearing, rather than simply two piles of electrons.

There is no Universe where the electron travels either through slit #1 or slit #2 and still makes an interference pattern by interfering with itself. Either the electron travels through both slits at once, allowing it to interfere with itself, and lands on the screen in such a way that thousands upon thousands of such electrons will expose the interference pattern, or some measurements occurs to force the electron to solely travel through slit #1 or slit #2 and no interference pattern is recovered.

Perhaps the spookiest of all quantum experiments is the double-slit experiment. When a particle passes through the double slit, it will land in a region whose probabilities are defined by an interference pattern. With many such observations plotted together, the interference pattern can be seen if the experiment is performed properly; if you retroactively ask which slit did each particle go through? you will find youre asking an ill-posed question.

What does this mean?

It means as was recognized by Heisenberg himself nearly a century ago that the wavefunction description of the Universe does not apply to the past. Right now, there are a great many things that are uncertain in the Universe, and thats because the critical measurement or interaction to determine what that things quantum state is has not yet been taken.

In other words, there is a boundary between the classical and quantum the definitive and the indeterminate and that the boundary between them is when things become real, and when the past becomes fixed. That boundary, according to physicist Lee Smolin, is what defines now in a physical sense: the moment where the things that were observing at this instant fixes certain observables to have definitively occurred in our past.

We can think about infinite parallel Universes as opening up before us as far as future possibilities go, in some sort of infinitely forward-branching tree of options, but this line of reasoning does not apply to the past. As far as the past goes, at least in our Universe, previously determined events have already been metaphorically written in stone.

This 1993 photo by Carol M. Highsmith shows the last president of apartheid-era South Africa, F.W. de Klerk, alongside president-elect Nelson Mandela, as both were about to receive Americas Liberty Medal for effecting the transition of power away from white minority rule and towards universal majority rule. This event definitively occurred in our Universe.

In a quantum mechanical sense, this boils down to two fundamental questions.

The answer seems to be no and no. To achieve a macroscopic difference from quantum mechanical outcomes means weve already crossed into the classical realm, and that means the past history is already determined to be different. There is no way back to a present where Nelson Mandela dies in 2013 if he already died in prison in the 1980s.

Furthermore, the only places where these parallel Universes can exist is beyond the limit of our observable Universe, where theyre completely causally disconnected from anything that happens here. Even if theres a quantum mechanical entanglement between the two, the only way information can be transferred between those Universes is limited by the speed of light. Any information about what occurred over there simply doesnt exist in our Universe.

We can imagine a very large number of possible outcomes that could have resulted from the conditions our Universe was born with, and a very large number of possible outcomes that could have occurred over our cosmic history as particles interact and time passes. If there were enough possible Universes out there, it would also be possible that the same set of outcomes happened in multiple places, leading to the scenario of infinite parallel Universes. Unfortunately, we only have the one Universe we inhabit to observe, and other Universes, even if they exist, are not causally connected to our own.

The truth is that there may well be parallel Universes out there in which all of these things did occur. Maybe there is a Berenstein Bears out there, along with Shazaam the movie and a Nelson Mandela who died in prison in the 1980s. But that has no bearing on our Universe; they never occurred here and no one who remembers otherwise is correct. Although the neuroscience of human memory is not fully understood, the physical science of quantum mechanics is well-enough understood that we know whats possible and what isnt. You do have a faulty memory, and parallel Universes arent the reason why.

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Ultracold gas bubbles on the space station could reveal strange new quantum physics – Space.com

While it might be a comfortable 72 degrees Fahrenheit (22 degrees Celsius) inside the International Space Station (ISS), there's a small chamber onboard where things get much, much colder colder than space itself.

In NASA's Cold Atom Lab aboard the ISS, scientists have successfully blown small, spherical gas bubbles cooled to just a millionth of a degree above absolute zero, the lowest temperature theoretically possible. (That's a few degrees colder than space!) The test was designed to study how ultracold gas behaves in microgravity, and the results may lead to experiments with Bose-Einstein condensates (BECs), the fifth state of matter.

The test demonstrated that, like liquid, gas coalesces into spheres in microgravity. On Earth, similar experiments have failed because gravity pulls the matter into asymmetrical droplets.

Related: Scientists create exotic, fifth state of matter on space station to explore the quantum world

"These are not like your average soap bubbles," David Aveline, the study's lead author and a member of the Cold Atom Lab science team at NASA's Jet Propulsion Laboratory (JPL) in California, said in a statement (opens in new tab). "Nothing that we know of in nature gets as cold as the atomic gases produced in Cold Atom Lab.

"So we start with this very unique gas and study how it behaves when shaped into fundamentally different geometries," Aveline explained. "And, historically, when a material is manipulated in this way, very interesting physics can emerge, as well as new applications."

Now, the team plans to transition the ultracold gas bubbles into the BEC state, which can exist only in extremely cold temperatures, to perform more quantum physics research.

"Some theoretical work suggests that if we work with one of these bubbles that is in the BEC state, we might be able to form vortices basically, little whirlpools in the quantum material," Nathan Lundblad, a physics professor at Bates College in Maine and the principal investigator of the new study, said in the same statement. "That's one example of a physical configuration that could help us understand BEC properties better and gain more insight into the nature of quantum matter."

Such experiments are possible only in the microgravity of the Cold Atom Lab, which comprises a vacuum chamber about the size of a minifridge. It was installed on the ISS in 2018, and it's operated remotely by a team on the ground at JPL.

"Our primary goal with Cold Atom Lab is fundamental research we want to use the unique space environment of the space station to explore the quantum nature of matter," said Jason Williams, a project scientist for the Cold Atom Lab at JPL. "Studying ultracold atoms in new geometries is a perfect example of that."

The team's observations were published May 18 in the journal Nature (opens in new tab).

Follow Stefanie Waldek on Twitter @StefanieWaldek (opens in new tab). Follow us on Twitter @Spacedotcom (opens in new tab) and on Facebook (opens in new tab).

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Quantum physics offers insights about leadership in the 21st century – The Conversation

It may seem strange to look to the discipline of quantum physics for lessons that will help to create future-fit leaders. But science has a lot to offer us.

Like scientists, business leaders need to be able to manage rapid change and ambiguity in a non-linear, multi-disciplinary and networked environment. But, for the most part, businesses find themselves trapped in processes that draw on the paradigm of certainty and predictability. This approach is analogous to the Newtonian physics developed in the 1600s.

The ambiguity that business leaders operate in is encapsulated in mathematical models developed by the advances in Quantum Physics developed in the early 1900s. These advances culminated in massive progression in technology. And they can accommodate the complexity and uncertainty archetypes found in nature and now by extension human behaviour.

These mathematical models allow for improved scenario and forecasting. They are therefore very useful in vastly improving decision-making, as pointed out by the author Adam C. Hall.

Throughout history, scholars have tried to make sense of human behaviour and, by extension, leadership attributes by studying natural phenomena.

According to complexity economist Brian Arthur and physicist Geoffrey West human social systems function optimally as complex adaptive systems or quantum systems.

The newly developed field of quantum leadership maps the human, conscious equivalents onto the 12 systems that define complex adaptive systems or quantum organisations. These are: self-awareness; vision and value led; spontaneity; holism; field-independence; humility; ability to reframe; asking fundamental questions; celebration of diversity; positive use of adversity; compassion; a sense of vocation (purpose).

Quantum leadership is essentially a new management approach that integrates the most effective attributes of traditional leadership with recent advances in both quantum physics and neuroscience. It is a model that allows for greater responsiveness. It draws on our innate ability to recognise, adapt and respond to uncertainty and complexity.

My academic work has been in nanophysics. This is an study where the laws of physics become governed by quantum physics as opposed to the rigid and deterministic Newtonian approach.

When entering the corporate world my interest was piqued on how leaders should respond to complexity, ambiguity and non-liniearity. This complimentarity extended my curiosity. In turn this led me to navigate several disciplines dealing with complex systems.

Quantum Mechanics has been confirmed by scientific evidence. The most popularly cited experiment was the Nobel winning theoretical development by Louis-Victor Pierre Raymond de Broglie explaining the wave-particle duality of light illustrated by the double slit experiment of Thomas Young. This showed that the outcome of any potential event is multi-fold and dependent on the vantage point of the observer.

This doesnt imply the correctness or incorrectness of any outcome. It just highlights how vantage point can and does influence behaviour and decision-making.

To come to grips with the vast change precipitated by the fourth industrial revolution businesses have to acknowledge that outcomes are vantage point dependent and random. This industrial revolution provides the potential to precipitate fundamental and positive changes in the way in which societies and work are organised.

Disruptive technologies such as mobile banking, practices such as remote working, and dramatic changes in consumer behaviour are inevitably rousing leadership from a linear mindset as they uncover non-linear opportunities.

The imperative of developing leaders that can deal with pervasive disruptions has being recognized by leading business schools. Examples include INSEADs programme in Executive Education. One course covers developing effective strategies and learning how to innovate in a disruptive, uncertain world.

The concept of a quantum leader is gaining traction in behavioural studies.

Quantum leaders, like the systems they have to manage, are poised at the edge of chaos. They thrive on the potential latent in uncertainty. They are also:

In this way, they are precipitating a radical break from the past.

Practically, quantum leadership is informed by quantum thinking and guided by the defining principles of quantum physics. Quantum leaders think ahead by formulating many scenarios for what the future might hold, encourage questions and experiments, and thrive on uncertainty.

Quantum leaders are guided by the same principles that inform complex adaptive systems. They can also operate effectively outside the direct control of formal systems. They have the ability to reframe challenges and issues within the context of the environment. And develop new approaches through relationships.

In short, they are curious, adaptable and tolerant of ambiguity and uncertainty.

The charismatic and forceful leader like the iconic Lee Iacocca led Chrysler to the company to great heights. Yet he failed to anticipate the dominance of Japanese automotive manufacturers. Lionised leaders who consult only as a matter of form but impose what they believed to be their superior way of thinking are the antithesis of what a quantum leaders represents.

The ingrained categorisation or divide between hard, such as Physics and soft, the Humanities in general sciences is self limiting. It creates unnecessary chasms between creativity and innovation. The quantum management paradigm recognises that analytics, design, creativity and human behaviour has to be integrated into the mindsets of future leaders.

The World Economic Forum estimates that digital transformation will transform a third of all jobs globally within the next decade. In addition billions of people will require reskilling. This trend will hit developing nations particularly hard. They have limited access to technology, remain locked into traditional teaching methods, and still practice top-down models of management.

In seeking solutions to this scenario, intellectuals across all disciplines need to come together to explore a more agile, multi-disciplinary approach to social and business management. Drawing on quantum theory concepts, we need to create a different way of looking at probability and possibility in the business world.

Business schools need to develop a new kind of business leader that can consider all possible outcomes. They need to be adaptable enough to function in a world in which outcomes may well be counter-intuitive. This is the way of the future.

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Physicists Trace the Rise in Entropy to Quantum Information – Quanta Magazine

Classical thermodynamics has only a handful of laws, of which the most fundamental are the first and second. The first says that energy is always conserved; the second law says that heat always flows from hot to cold. More commonly this is expressed in terms of entropy, which must increase overall in any process of change. Entropy is loosely equated with disorder, but the Austrian physicist Ludwig Boltzmann formulated it more rigorously as a quantity related to the total number of microstates a system has: how many equivalent ways its particles can be arranged.

The second law appears to show why change happens in the first place. At the level of individual particles, the classical laws of motion can be reversed in time. But the second law implies that change must happen in a way that increases entropy. This directionality is widely considered to impose an arrow of time. In this view, time seems to flow from past to future because the universe began for reasons not fully understood or agreed on in a low-entropy state and is heading toward one of ever higher entropy. The implication is that eventually heat will be spread completely uniformly and there will be no driving force for further change a depressing prospect that scientists of the mid-19th century called the heat death of the universe.

Boltzmanns microscopic description of entropy seems to explain this directionality. Many-particle systems that are more disordered and have higher entropy vastly outnumber ordered, lower-entropy states, so molecular interactions are much more likely to end up producing them. The second law seems then to be just about statistics: Its a law of large numbers. In this view, theres no fundamental reason why entropy cant decrease why, for example, all the air molecules in your room cant congregate by chance in one corner. Its just extremely unlikely.

Yet this probabilistic statistical physics leaves some questions hanging. It directs us toward the most probable microstates in a whole ensemble of possible states and forces us to be content with taking averages across that ensemble.

But the laws of classical physics are deterministic they allow only a single outcome for any starting point. Where, then, can that hypothetical ensemble of states enter the picture at all, if only one outcome is ever possible?

David Deutsch, a physicist at Oxford, has for several years been seeking to avoid this dilemma by developing a theory of (as he puts it) a world in which probability and randomness are totally absent from physical processes. His project, on which Marletto is now collaborating, is called constructor theory. It aims to establish not just which processes probably can and cant happen, but which are possible and which are forbidden outright.

Constructor theory aims to express all of physics in terms of statements about possible and impossible transformations. It echoes the way thermodynamics itself began, in that it considers change in the world as something produced by machines (constructors) that work in a cyclic fashion, following a pattern like that of the famous Carnot cycle, proposed in the 19th century to describe how engines perform work. The constructor is rather like a catalyst, facilitating a process and being returned to its original state at the end.

Say you have a transformation like building a house out of bricks, said Marletto. You can think of a number of different machines that can achieve this, to different accuracies. All of these machines are constructors, working in a cycle they return to their original state when the house is built.

But just because a machine for conducting a certain task might exist, that doesnt mean it can also undo the task. A machine for building a house might not be capable of dismantling it. This makes the operation of the constructor different from the operation of the dynamical laws of motion describing the movements of the bricks, which are reversible.

The reason for the irreversibility, said Marletto, is that for most complex tasks, a constructor is geared to a given environment. It requires some specific information from the environment relevant to completing that task. But the reverse task will begin with a different environment, so the same constructor wont necessarily work. The machine is specific to the environment it is working on, she said.

Recently, Marletto, working with the quantum theorist Vlatko Vedral at Oxford and colleagues in Italy, showed that constructor theory does identify processes that are irreversible in this sense even though everything happens according to quantum mechanical laws that are themselves perfectly reversible. We show that there are some transformations for which you can find a constructor for one direction but not the other, she said.

The researchers considered a transformation involving the states of quantum bits (qubits), which can exist in one of two states or in a combination, or superposition, of both. In their model, a single qubit B may be transformed from some initial, perfectly known state B1 to a target state B2 when it interacts with other qubits by moving past a row of them one qubit at a time. This interaction entangles the qubits: Their properties become interdependent, so that you cant fully characterize one of the qubits unless you look at all the others too.

As the number of qubits in the row gets very large, it becomes possible to bring B into state B2 as accurately as you like, said Marletto. The process of sequential interactions of B with the row of qubits constitutes a constructor-like machine that transforms B1 to B2. In principle you can also undo the process, turning B2 back to B1, by sending B back along the row.

But what if, having done the transformation once, you try to reuse the array of qubits for the same process with a fresh B? Marletto and colleagues showed that if the number of qubits in the row is not very large and you use the same row repeatedly, the array becomes less and less able to produce the transformation from B1 to B2. But crucially, the theory also predicts that the row becomes even less able to do the reverse transformation from B2 to B1. The researchers have confirmed this prediction experimentally using photons for B and a fiber optic circuit to simulate a row of three qubits.

You can approximate the constructor arbitrarily well in one direction but not the other, Marletto said. Theres an asymmetry to the transformation, just like the one imposed by the second law. This is because the transformation takes the system from a so-called pure quantum state (B1) to a mixed one (B2, which is entangled with the row). A pure state is one for which we know all there is to be known about it. But when two objects are entangled, you cant fully specify one of them without knowing everything about the other too. The fact is that its easier to go from a pure quantum state to a mixed state than vice versa because the information in the pure state gets spread out by entanglement and is hard to recover. Its comparable to trying to re-form a droplet of ink once it has dispersed in water, a process in which the irreversibility is imposed by the second law.

So here the irreversibility is just a consequence of the way the system dynamically evolves, said Marletto. Theres no statistical aspect to it. Irreversibility is not just the most probable outcome but the inevitable one, governed by the quantum interactions of the components. Our conjecture, said Marletto, is that thermodynamic irreversibility might stem from this.

Theres another way of thinking about the second law, though, that was first devised by James Clerk Maxwell, the Scottish scientist who pioneered the statistical view of thermodynamics along with Boltzmann. Without quite realizing it, Maxwell connected the thermodynamic law to the issue of information.

Maxwell was troubled by the theological implications of a cosmic heat death and of an inexorable rule of change that seemed to undermine free will. So in 1867 he sought a way to pick a hole in the second law. In his hypothetical scenario, a microscopic being (later, to his annoyance, called a demon) turns useless heat back into a resource for doing work. Maxwell had previously shown that in a gas at thermal equilibrium there is a distribution of molecular energies. Some molecules are hotter than others they are moving faster and have more energy. But they are all mixed at random so there appears to be no way to make use of those differences.

Enter Maxwells demon. It divides the compartment of gas in two, then installs a frictionless trapdoor between them. The demon lets the hot molecules moving about the compartments pass through the trapdoor in one direction but not the other. Eventually the demon has a hot gas on one side and a cooler one on the other, and it can exploit the temperature gradient to drive some machine.

The demon has used information about the motions of molecules to apparently undermine the second law. Information is thus a resource that, just like a barrel of oil, can be used to do work. But as this information is hidden from us at the macroscopic scale, we cant exploit it. Its this ignorance of the microstates that compels classical thermodynamics to speak of averages and ensembles.

Almost a century later, physicists proved that Maxwells demon doesnt subvert the second law in the long term, because the information it gathers must be stored somewhere, and any finite memory must eventually be wiped to make room for more. In 1961 the physicist Rolf Landauer showed that this erasure of information can never be accomplished without dissipating some minimal amount of heat, thus raising the entropy of the surroundings. So the second law is only postponed, not broken.

The informational perspective on the second law is now being recast as a quantum problem. Thats partly because of the perception that quantum mechanics is a more fundamental description Maxwells demon treats the gas particles as classical billiard balls, essentially. But it also reflects the burgeoning interest in quantum information theory itself. We can do things with information using quantum principles that we cant do classically. In particular, entanglement of particles enables information about them to be spread around and manipulated in nonclassical ways.

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Physicists Trace the Rise in Entropy to Quantum Information - Quanta Magazine

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Warp drive experiment to turn atoms invisible could finally test Stephen Hawking’s most famous prediction – Livescience.com

A new warp speed experiment could finally offer an indirect test of famed physicist Stephen Hawking's most famous prediction about black holes.

The new proposal suggests that, by nudging an atom to become invisible, scientists could catch a glimpse of the ethereal quantum glow that envelops objects traveling at close to the speed of light.

The glow effect, called the Unruh (or Fulling-Davies-Unruh) effect, causes the space around rapidly accelerating objects to seemingly be filled by a swarm of virtual particles, bathing those objects in a warm glow. As the effect is closely related to the Hawking effect in which virtual particles known as Hawking radiation spontaneously pop up at the edges of black holes scientists have long been eager to spot one as a hint of the others existence.

Related: 'X particle' from the dawn of time detected inside the Large Hadron Collider

But spotting either effect is incredibly hard. Hawking radiation only occurs around the terrifying precipice of a black hole, and achieving the acceleration needed for the Unruh effect would probably need a warp drive. Now, a groundbreaking new proposal, published in an April 26 study in the journal Physical Review Letters, could change that. Its authors say they have uncovered a mechanism to dramatically boost the strength of the Unruh effect through a technique that can effectively turn matter invisible.

"Now at least we know there is a chance in our lifetimes where we might actually see this effect," co-author Vivishek Sudhir, an assistant professor of mechanical engineering at MIT and a designer of the new experiment, said in a statement. "Its a hard experiment, and theres no guarantee that wed be able to do it, but this idea is our nearest hope."

First proposed by scientists in the 1970s, the Unruh effect is one of many predictions to come out of quantum field theory. According to this theory, there is no such thing as an empty vacuum. In fact, any pocket of space is crammed with endless quantum-scale vibrations that, if given sufficient energy, can spontaneously erupt into particle-antiparticle pairs that almost immediately annihilate each other. And any particle be it matter or light is simply a localized excitation of this quantum field.

In 1974, Stephen Hawking predicted that the extreme gravitational force felt at the edges of black holes their event horizons would also create virtual particles.

Gravity, according to Einsteins theory of general relativity, distorts space-time, so that quantum fields get more warped the closer they get to the immense gravitational tug of a black holes singularity. Because of the uncertainty and weirdness of quantum mechanics, this warps the quantum field, creating uneven pockets of differently moving time and subsequent spikes of energy across the field. It is these energy mismatches that make virtual particles emerge from what appears to be nothing at the fringes of black holes.

"Black holes are believed to be not entirely black," lead author Barbara oda, a doctoral student in physics at the University of Waterloo in Canada, said in a statement. "Instead, as Stephen Hawking discovered, black holes should emit radiation."

Much like the Hawking effect, the Unruh effect also creates virtual particles through the weird melding of quantum mechanics and the relativistic effects predicted by Einstein. But this time, instead of the distortions being caused by black holes and the theory of general relativity, they come from near light-speeds and special relativity, which dictates that time runs slower the closer an object gets to the speed of light.

According to quantum theory, a stationary atom can only increase its energy by waiting for a real photon to excite one of its electrons. To an accelerating atom, however, fluctuations in the quantum field can add up to look like real photons. From an accelerating atoms perspective, it will be moving through a crowd of warm light particles, all of which heat it up. This heat would be a telltale sign of the Unruh effect.

But the accelerations required to produce the effect are far beyond the power of any existing particle accelerator. An atom would need to accelerate to the speed of light in less than a millionth of a second experiencing a g force of a quadrillion meters per second squared to produce a glow hot enough for current detectors to spot.

"To see this effect in a short amount of time, youd have to have some incredible acceleration," Sudhir said. "If you instead had some reasonable acceleration, youd have to wait a ginormous amount of time longer than the age of the universe to see a measurable effect."

To make the effect realizable, the researchers proposed an ingenious alternative. Quantum fluctuations are made denser by photons, which means that an atom made to move through a vacuum while being hit by light from a high-intensity laser could, in theory, produce the Unruh effect, even at fairly small accelerations. The problem, however, is that the atom could also interact with the laser light, absorbing it to raise the atom's energy level, producing heat that would drown out the heat generated by the Unruh effect.

But the researchers found yet another workaround: a technique they call acceleration-induced transparency. If the atom is forced to follow a very specific path through a field of photons, the atom will not be able to "see" the photons of a certain frequency, making them essentially invisible to the atom. So by daisy-chaining all these workarounds, the team would then be able to test for the Unruh effect at this specific frequency of light.

Making that plan a reality will be a tough task. The scientists plan to build a lab-size particle accelerator that will accelerate an electron to light speeds while hitting it with a microwave beam. If theyre able to detect the effect, they plan to conduct experiments with it, especially those that will enable them to explore the possible connections between Einstein's theory of relativity and quantum mechanics.

"The theory of general relativity and the theory of quantum mechanics are currently still somewhat at odds, but there has to be a unifying theory that describes how things function in the universe," co-author Achim Kempf, a professor of applied mathematics at the University of Waterloo, said in a statement. "We've been looking for a way to unite these two big theories, and this work is helping to move us closer by opening up opportunities for testing new theories against experiments."

Originally published on Live Science.

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Warp drive experiment to turn atoms invisible could finally test Stephen Hawking's most famous prediction - Livescience.com

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Nanotech Coating Inspired by Black Holes Can Keep Cars Cooler Without AC – The Drive

Saving energy via environmental conditioning in cars is extremely important. Running the air conditioning or heater is inefficient, and in EVs, it's an even bigger factor in terms of energy loss. It's why automakers are using heat pumps as range extenders on battery-electric vehicles to retain said energy for propulsion. Now, a very cool (literally) bit of quantum physics means a film coating on the dash and roof of a car could work similar to a black hole, and replace air conditioning by using the energy from sunlight to cool things down.

If that sounds impossible then allow me to explain: an Israeli startup called SolCold has managed to find a way to use anti-Stokes fluorescence, which is a phenomenon where (under some very specific circumstances) photons can react with a surface that makes them leave with more energy than they encountered it with. So basically it beams the energy from sunlight back stronger, turning energy loss into a cooling process.

The thing is, anti-Stokes fluorescence isn't very easy to make happen. It's one of those laboratory and space tech things that doesn't really get out into the wild because it requires some very specific conditions. Needless to say, I was pretty amazed to see that SolCold had manufactured a film coating that produces the phenomenon and can be laid onto the roof and dash of a regular old VW hatchback, as the video below shows.

If you don't want to get into the physics bit then here's all you need to know: when the film coating was put on the VW Polo, in a partnership with Volkswagen's Konnekt research, SolCold took the specially coated car and two control vehicles out into the Israeli desert. In full sunlight, the coating achieved a cooling effect between 53.6 and 57.2 Fahrenheit, compared to the uncoated car.

Amazingly, the coating kept the car sitting in direct sun cooler than the car placed in the shade; that's a very real, very rad cooling effect that could transform the need to have the aircon blasting when you're driving down a highway on a hot day. SolCold told me that depending on the size of the car's cabin, it could reduce the temperature inside by as much as 20 to 70 percent.

Alright, for the nerds still with me let's get excited about this. The film coating is already in a prototype phase and SolCold told me that it can head for production later this fall. Of course, SolCold couldn't tell me what they're using to make the film but they did confirm it has no hazardous stuff and no rare earth materials, which is a win in these metal-and-mineral-strapped times.

Developing the film took three years of lab research and this is just the first generation, reaching roughly 100W of cooling per 3.3 square feet. SolCold told me the idea is to make a more effective film as well as develop it into different products, like a yarn that could be used to make fabrics. Imagine getting into your car after it's been sitting in a sunny lot and not immediately burning your butt off.

The really cool bit is that the SolCold film partially does what it does with technology from black holes. A "perfectly black body," in physics terms, is something that absorbs so much of the energy around it that it works a little bit like a tiny black hole. SolCold's film uses three layers of smart filtration, black body emissivity, and the anti-Stokes conversion layer, working on different wavelengths to do what it does.

And no, just because it's talking about fluorescence doesn't mean it's going to reflect stuff back in your eyes. Each photon hits a different nanostructure and then flies off again in any direction, so the energy is diffused without any dazzling.

Volkswagen has already committed to using the SolCold film in a concept car and with production so close this could be something in production cars really soon, though probably in limited quantities at first.

Got some cool edge-of-physics stuff that relates to cars? Definitely tell me about it: hazel@thedrive.com

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Democracy is in danger as Boris Johnson rips up the rulebook – The Guardian

Jacinda Ardern is right to draw attention to the fragile nature of democracy (New Zealand PM addresses Harvard on gun control and democracy, 27 May). In rewriting the ministerial code, Boris Johnson is making a blatant attempt to save his own neck (Boris Johnson accused of changing ministerial code to save his skin, 27 May). How long before he changes other cornerstones of British democracy? Why bother with the scrutiny of select committees? Why go through the difficult and expensive process of election? Why not appoint a prime minister for life?

Johnson is as grubby a man who ever set foot in politics, but the electorate need to look at the equally grubby band of sycophantic enablers who keep him in post. If we stand by as Johnson and his cronies stealthily undermine our democracy, future generations may find themselves negotiating a very different political landscape: one that cannot be easily overthrown.Lynne CopleyHuddersfield, West Yorkshire

The shenanigans in Downing Street, and the apparent absolution of the chief political protagonist after police inquiries (barring one fixed-penalty notice), seemed to me to be reminiscent of Bullingdon Club behaviour. Rich kids get drunk, trash the place, abuse the servants, ignore the laws that are for the little people and are let off by a spineless police service after heavy action by expensive lawyers.

That seemed bad enough, but now it seems that Boris Johnson has decided to use his power to protect himself by changing the ministerial code. So much for our unwritten constitution, British values and the rule of law. I am incandescent with rage at this shamelessness.Anne CarslawGlasgow

So much of the UK constitution, based in convention as much as law, is reliant on the integrity of its government. It follows that a rogue prime minister, lacking integrity and with a servile majority in the Commons, can alter this uncodified constitution to his own advantage, more or less at will. This government has a long track record of changing, and attempting to change, both convention and law, of which the alterations to the ministerial code of conduct are but the most recent example. It is what makes this government so dangerous. It is accentuating the trend to an unaccountable elective dictatorship. We should not be complacent about the weaknesses of our much-lauded democracy.Roy BoffySutton Coldfield, West Midlands

Marina Hyde likens the cabinets Partygate comments to quantum physics (No drive, no spine, very little vision: even science cant explain the creatures clinging on to Johnson, 27 May), but it is equally Marxist. Groucho, when chairing a meeting in the film Duck Soup, does not allow a point to be raised because the current agenda item is old business. He immediately moves on to new business, but disallows the previous point again because thats old business already.Joe LockerSurbiton, London

Marina Hyde could have found a word in another science, biology, to account for Boris Johnson and the weird creatures who cling to him: atavism. An atavism is a characteristic thought to have disappeared from the genome of a species many generations in the past, only to suddenly reappear usually to the detriment of the species as a whole.Pauline CaldwellDerby

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Analytics and Data Science News for the Week of May 27; Updates from Amplitude, Gartner, TigerGraph, and More – Solutions Review

The editors at Solutions Review have curated this list of the most noteworthy analytics and data science news items for the week of May 27, 2022.

Keeping tabs on all the most relevant data management news can be a time-consuming task. As a result, our editorial team aims to provide a summary of the top headlines from the last month, in this space. Solutions Review editors will curate vendor product news, mergers and acquisitions, venture capital funding, talent acquisition, and other noteworthy data science and analytics news items.

With the Presto Query Analyzer, data platform teams can get instant insights into their Presto clusters including query performance, bandwidth bottlenecks, and much more. The Presto Query Analyzer was built for the Presto community and is free to use. Presto has become the SQL query engine of choice for the open data lakehouse.

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DSML engineering platforms focus primarily on the development of machine learning models that can rive business varying systems. As a result, tools in this market have evolved from supporting a core data science audience with code-driven model development to now also supporting data engineering, application development, and infrastructure user personas. Gartner recommends selecting a provider by identifying gaps in current model development practices and paying attention to model deployment, management, and governance capabilities.

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Multipersona data science and machine learning tools enable more people in an organization to utilize key capabilities for advanced analytics. Gartner is quick to recommend against limiting these platforms to model prototyping and development. Data and analytics leaders should put these products to use to fully support the deployment of data science and machine learning models. This should cover not only technical aspects but also governance, risk management, and responsible AI ethics.

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The ML Workbench is a Jupyter-based Python development framework that allows data scientists to quickly build powerful deep learning AI models using connected data. The ML Workbench enables organizations to unlock even better insights and greater business value on node prediction applications, such as fraud, and edge prediction applications, such as product recommendations.

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For consideration in future data analytics news roundups, send your announcements to tking@solutionsreview.com.

Tim is Solutions Review's Editorial Director and leads coverage on big data, business intelligence, and data analytics. A 2017 and 2018 Most Influential Business Journalist and 2021 "Who's Who" in data management and data integration, Tim is a recognized influencer and thought leader in enterprise business software. Reach him via tking at solutionsreview dot com.

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Analytics and Data Science News for the Week of May 27; Updates from Amplitude, Gartner, TigerGraph, and More - Solutions Review

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