Monday, October 7, 2024

The Friend Network


Targeting friends to induce social contagion can benefit the world, says new research
May 2024, phys.org

The study evaluated a strategy that exploits the so-called "friendship paradox" of human social networks. That theory suggests that on average, your friends have more friends than you do. As the theory goes, the individuals nominated as friends potentially wield more social influence than those who identify them.

For the study, the researchers utilized the friendship paradox in the delivery of a proven 22-month education package promoting maternal, child, and neonatal health in 176 isolated villages in Honduras.

The researchers found that delivering the intervention to a smaller fraction of households in each village via the friendship targeting strategy led to the same level of behavioral adoption as would have been achieved by treating all the households.

People were either selected randomly within each village to receive the intervention or they were randomly chosen to nominate their friends, who were subsequently picked at random. 

"We found that targeting people's friends for an intervention induced significant social contagion, creating cascades of beneficial health practices to people who didn't receive the intervention." 

For many outcomes, using the friendship-nomination targeting method to reach 20% of households in a village affected outcomes the same as administering the intervention to every household.

Yes, Facebook knows this very well.

via Yale and Temple University: Edoardo M. Airoldi et al, Induction of social contagion for diverse outcomes in structured experiments in isolated villages, Science (2024). DOI: 10.1126/science.adi5147



Study shows relatively low number of superspreaders responsible for large portion of misinformation on Twitter
May 2024, phys.org

10 months of data; 2,397,388 tweets; 448,103 users; parsed by low-credibility information status.

A third of the low-credibility tweets had been posted by people using just 10 accounts, and just 1,000 accounts were responsible for posting approximately 70% of such tweets.

via Indiana University: Matthew R. DeVerna et al, Identifying and characterizing superspreaders of low-credibility content on Twitter, PLOS ONE (2024). DOI: 10.1371/journal.pone.0302201

Saturday, October 5, 2024

You Wouldn't Download a Car

The sound of a thousand digital twin insurance companies being born (to protect your real assets from digital vandalism, of course).

Pokémon Go players are altering public map data to catch rare Pokémon
May 2024, Ars Technica

This isn't graffiti, but it's like graffiti; defacing public property, or property that's not yours ... Is map data public or private property? The underlying data is sometimes public, or other people's private, but not the company that makes the map. Anyway, graffiti is a form of rebellion against a system that takes things away from you, only to give it back to "everyone", and where "everyone" is really just the people left over who can afford to own things. Who owns the data? 


Stack Overflow users sabotage their posts after OpenAI deal
May 2025, Ars Technica

The words "user hostile" have become rampant on the big wordbox we call the internet. In this case, a website that runs a chat forum about computers decided that the millions of hours worth of users putting really complex computer problems into machine-readable text for other users would be really valuable if we instead gave it to one single company who owns a really big reading machine. The users who did all the work here (value = work) decided nah, let's corrupt the data by changing our posts. Not just deleting their posts, but changing the right answers to completely nonsensical answers so wrong they're dangerous. And that is the future of the internet.


Friday, October 4, 2024

Robots Using Robots

Sometimes you have to give it to these scientists, the stuff they come up with is pretty smart. 

Who wrote this? Engineers discover novel method to identify AI-generated text
Mar 2024, phys.org

First, an interesting note:
"Stubbornness" is when LLMs show a tendency to alter human-written text more readily than AI-generated text, and it happens because LLMs often regard AI-generated text as already optimal and thus make minimal changes.

Next, the purpose:
Raidar (geneRative AI Detection viA Rewriting) - identifies whether text has been written by a human or generated by AI or LLMs, without needing access to a model's internal workings. 

Finally, the clever part:
It uses a language model to rephrase a given text and then measures how many edits the system makes to the given text. Many edits mean the text is likely written by humans, while fewer modifications mean the text is likely machine-generated.

via Columbia University School of Engineering and Applied Science: Chengzhi Mao et al, Raidar: geneRative AI Detection viA Rewriting, arXiv (2024). DOI: 10.48550/arxiv.2401.12970



Random robots are more reliable: New AI algorithm for robots consistently outperforms state-of-the-art systems
May 2024, phys.org

Maximum Diffusion Reinforcement Learning (MaxDiff RL) - an algorithm that encourages robots to explore their environments as randomly as possible in order to gain a diverse set of experiences; "designed randomness"; improves the quality of the data collected

If the robots move randomly, instead of some highly calculated, optimized trajectories, somehow the resulting data they collect on the world around them is better. Like when randomness is the base, it makes way better structures. I'm immediately thinking of watching a baby learn to move their body parts, or their vocal chords; underneath those first recognizable attempts is an endless iteration of random movements that are sometimes just now starting to get it right. 

via Northwestern McCormick School of Engineering: Maximum diffusion reinforcement learning, Nature Machine Intelligence (2024). DOI: 10.1038/s42256-024-00829-3

Post Script: It's funny to think of this, the MaxDiff RL, as an "algorithm", since it's kind of getting rid of any algorithms, that's the point here. When the algorithm is random, it's not an algorithm anymore; randomness is the anti-algorithm?


Researchers test AI systems' ability to solve the New York Times' connections puzzle
May 2024, phys.org

Chain of thought prompting:

The researchers found that explicitly prompting GPT-4 to reason through the puzzles step-by-step significantly boosted its performance to just over 39% of puzzles solved.

"Our research confirms prior work showing this sort of 'chain-of-thought' prompting can make language models think in more structured ways. Asking the language models to reason about the tasks that they're accomplishing helps them perform better."

via NYU Tandon School of Engineering: Graham Todd et al, Missed Connections: Lateral Thinking Puzzles for Large Language Models, arXiv (2024). DOI: 10.48550/arxiv.2404.11730


New ransomware attack based on an evolutional generative adversarial network can evade security measures
Jun 2024, phys.org

GAN-based architectures consist of two artificial neural networks that compete against each other to generate increasingly "better" results on a specific task. 

You already know it as the way we get hyperrealistic image generation or convincing conversation from a robot, and it's now being used to make malware attacks more effective. 

These scientists tested a version of this attack-enhancing approach, and found their framework capable of bypassing the majority of available anti-virus systems.

via Texas A&M University and Ho Technical University: Daniel Commey et al, EGAN: Evolutional GAN for Ransomware Evasion, 2023 IEEE 48th Conference on Local Computer Networks (LCN) (2023). DOI: 10.1109/LCN58197.2023.10223320


New technique improves the reasoning capabilities of large language models
Jun 2024, phys.org

Their approach, called natural language embedded programs (NLEPs), involves prompting a language model to create and execute a Python program to solve a user's query, and then output the solution as natural language.

NLEPs also improve transparency, since a user could check the program to see exactly how the model reasoned about the query and fix the program if the model gave a wrong answer.

via MIT: Tianhua Zhang et al, Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning, arXiv (2023). DOI: 10.48550/arxiv.2309.10814

Thursday, October 3, 2024

Quantum Always


Physicists demonstrate first metro-area quantum computer network in Boston
May 2024, phys.org

Quantums now in the US, the last one was in China:

Using existing Boston-area telecommunication fiber, their photons were deployed over a roughly 22-mile loop through Cambridge, Somerville, Watertown, and Boston, with quantum computers at the nodes.

via Harvard: Mikhail Lukin, Entanglement of nanophotonic quantum memory nodes in a telecom network, Nature (2024). DOI: 10.1038/s41586-024-07252-z.



A place to study qubits shielded from the effects of cosmic rays
Jun 2024, phys.org

QUIET and LOUD - a pair of quantum sensors, one above ground and one under. 

via Fermi National Accelerator Laboratory and the National Quantum Initiative


A framework to construct quantum spherical codes
Jun 2024, phys.org

Photonic quantum coding theory:

All quantum codes require the superposition of something, and Albert and his colleagues realized that it made sense to superimpose well-separated points on a sphere. Their framework builds on a previously proposed method to map electromagnetic signals of any frequency into points on a sphere.

"There is an old and very general technique by the founder of information theory, Claude Shannon, that maps an arbitrary electromagnetic signal of fixed amplitude but of any frequency into a point on the sphere," Albert explained. "This means that efficiently sending classical information using light boils down to packing as many points on the sphere as possible while making sure that noise does not cause them to overlap."

via NIST and University of Maryland: Shubham P. Jain et al, Quantum spherical codes, Nature Physics (2024). DOI: 10.1038/s41567-024-02496-y


Pseudomagic quantum states: A path to quantum supremacy
Jun 2024, phys.org

Don't even bother to understand, just know magic states: 

A stabilizer state is a type of quantum state that can be efficiently simulated on a classical computer, and nonstabilizerness or magic refers to a measure of the non-classical resources possessed by a quantum state.

Pseudomagic quantum states appear to have the properties of nonstabilizer states (complexity and non-classical operations) but are computationally indistinguishable from random quantum states, at least to an observer with limited computational resources.

via Harvard University and Freie Universität Berlin: Andi Gu et al, Pseudomagic Quantum States, Physical Review Letters (2024). DOI: 10.1103/PhysRevLett.132.210602.


Quantum annealer improves understanding of quantum many-body systems
Jun 2024, phys.org 

They used a quantum annealer to model a real-life quantum material and showed that the quantum annealer can directly mirror the microscopic interactions of electrons in the material.

In this study, the scientists investigated the quantum material 1T-TaS2.

"We have placed the system in a non-equilibrium state and observed how the electrons in the solid-state lattice rearrange themselves after a non-equilibrium phase transition, both experimentally and through simulations."

The scientists demonstrated that the quantum annealer's qubit interconnections can directly mirror the microscopic interactions between electrons in a quantum material. Only one single parameter in the quantum annealer must be modified. The outcome aligns closely with the experimental findings.

via Forschungszentrum Jülich Supercomputing Center and D-Wave: Jaka Vodeb et al, Non-equilibrium quantum domain reconfiguration dynamics in a two-dimensional electronic crystal and a quantum annealer, Nature Communications (2024). DOI: 10.1038/s41467-024-49179-z

Wednesday, October 2, 2024

Public Trust in Science


How much trust do people have in different types of scientists?
Apr 2024, phys.org

2,780 participants from the United States were asked about trust in 45 different types of scientists, from agronomists to zoologists. 

Participants were quizzed on how they see scientists with regard to:
  • Competence: how clever and intelligent they consider scientists
  • Assertiveness: how confident and assertive
  • Morality: how just and fair
  • Warmth: how friendly and caring

On a 7-point scale, with 7 being most trusted:
  • political scientists - 3.71
  • economists - 4.28
  • neuroscientists - 5.53
  • and marine biologists  - 5.54
"Nevertheless, one thing is clear: the diversity of scientific fields must be taken into account to more precisely map trust, which is important for understanding how scientific solutions can best find their way to policy."
via University of Amsterdam: Vukašin Gligorić et al, How social evaluations shape trust in 45 types of scientists, PLOS ONE (2024). DOI: 10.1371/journal.pone.0299621


Tuesday, October 1, 2024

Clash of the Titans


When the big dogs fight each other you know it's getting crazy (like how Ford and Blue Cross had a lawsuit prior to the labor negotiations circa 2023).

Beyonce and Adele publisher accuses firms of training AI on songs
May 2024, BBC News


So this is very much an arms race between (pro-profit anti-human) food manufacturers who spend their astronomical profits on research that makes their food addictive, vs pro-human scientists who are trying to make our brains not-addicted to food (albeit then using the for-profit pharma industry). 

Trojan Horse' weight loss drug found to be more effective than available therapies
May 2024, phys.org

"We already know that GLP-1-based drugs can lead to weight loss. The molecule that we have attached to GLP-1 affects the so-called glutamatergic neurotransmitter system, and in fact, other studies with human participants suggest that this family of compounds has significant weight loss potential. What is interesting here is the effect we get when we combine these two compounds into a single drug," Clemmensen says.

via Novo Nordisk Foundation Center for Basic Metabolic Research at the University of Copenhagen: Jonas Petersen et al, GLP-1-directed NMDA receptor antagonism for obesity treatment, Nature (2024). DOI: 10.1038/s41586-024-07419-8

Monday, September 30, 2024

Superhuman


Is this why some people see the cheap LED lights flicker and some don't?
Scientists discover speed of visual perception ranges widely in humans
Apr 2024, phys.org

There is considerable variation among people in their temporal resolution, meaning some people effectively see more "images per second" than others.

To quantify this, the scientists used the "critical flicker fusion threshold," a measure for the maximum frequency at which an individual can perceive a flickering light source.

Some participants in the experiment indicated they saw the light as completely still when it was in fact flashing about 35 times per second, while others were still able to perceive the flashing at rates of over 60 times per second.

via Department of Zoology in the School of Natural Sciences and the Trinity College Institute of Neuroscience: Clinton Haarlem, PLoS ONE (2024). DOI: 10.1371/journal.pone.0298007



Brain–computer interface experiments first to decode words 'spoken' entirely in the brain in real time
May 2024, phys.org

The electrodes were implanted in the supramarginal gyrus, a part of the brain that recent research suggests is involved in subvocal speech.

via California Institute of Technology: Sarah K. Wandelt et al, Representation of internal speech by single neurons in human supramarginal gyrus, Nature Human Behaviour (2024). DOI: 10.1038/s41562-024-01867-y

Also: Brain–machine-interface device translates internal speech into text, Nature Human Behaviour (2024). DOI: 10.1038/s41562-024-01869-w


This Ecuadorian forest thrived amid deforestation after being granted legal rights
Jun 2024, BBC News

Rights of Nature Movement - In 2008, Ecuador became the first country to change its constitution to state that nature has the same rights as people. The change was led by Ecuador's Indigenous movement, and marked one of the first major steps in what has become known as the 'rights of nature' movement – a movement centred on a legal framework that recognises the inherent right of the natural world to the same protections as people and corporations.

The rights of nature movement "is a move to transform natural entities from objects to subjects, in courts and in front of the law", says Jacqueline Gallant from New York University's School of Law's Earth Rights Advocacy Clinic. "But in a much broader sense, it's been a movement to reanimate and recentre nature as a subject of intrinsic worth," Gallant explains. This is in contrast, she says, to the Western view of nature as "an inanimate backdrop against which the drama of human activity unfolds".

Sunday, September 29, 2024

Doing the Hard Stuff


When you wonder how science works:

Lego-pushing bumblebees reveal insect collaboration dynamics
May 2024, phys.org

In the study, pairs of bumblebees were trained in two different cooperative tasks. Bees learned to simultaneously push a Lego block in the middle of an arena, or to simultaneously push a door at the end of a transparent double tunnel to gain access to rewarding nectar.

Bumblebees' behaviors suggest their efforts towards solving the cooperative tasks were influenced by the presence, absence, and movement direction of their partner. When their partner was delayed, bees tended to take longer than controls to initiate pushing and were more likely to push only when their partner pushed with them.

In short, bees trained on cooperative tasks seemed to wait for their partner. The bumblebees in the control group, which had been trained alone, did not show similar behavior.

via University of Oulu in Finland: Olli J. Loukola et al, Evidence for socially influenced and potentially actively coordinated cooperation by bumblebees, Proceedings of the Royal Society B: Biological Sciences (2024). DOI: 10.1098/rspb.2024.0055



Genetic study of cauliflower reveals its evolutionary history
May 2024, phys.org

Yes cauliflower. 

via Tianjin Academy of Agricultural Science's State Key Laboratory of Vegetable Biobreeding: Rui Chen et al, Genomic analyses reveal the stepwise domestication and genetic mechanism of curd biogenesis in cauliflower, Nature Genetics (2024). DOI: 10.1038/s41588-024-01744-4


Cat collaboration demonstrates what it takes to trust robots
May 2024, phys.org

Cat Royale is a unique collaboration between Computer Scientists from the University of Nottingham and artists at Blast Theory who worked together to create a multispecies world centered around a be-spoke enclosure in which three cats and a robot arm coexist for six hours a day during a twelve-day installation as part of an artist-led project. The installation was launched in 2023 at the World Science Festival in Brisbane, Australia and has been touring since, it has just won a Webby award for its creative experience.

The robot arm offering activities to make the cats happier, these included dragging a "mouse" toy along the floor, raising a feather "bird" into the air, and even offering them treats to eat.

"It explores the question of what it takes to trust a robot to look after our loved ones and potentially ourselves."

via University of Nottingham: Eike Schneiders et al, Designing Multispecies Worlds for Robots, Cats, and Humans, Proceedings of the CHI Conference on Human Factors in Computing Systems (2024). DOI: 10.1145/3613904.3642115

Friday, September 27, 2024

Digital Winning


They say digital twins are the future. At first we were talking about making models of industrial or fabrication processes, so that we can study the model in a way we can't study the real thing. And that's still happening, and will continue to happen until we have an entire Earth that's a replica of the original (which we're already making by the way), but now we've got digital twins of people. 

Digital twins of people are already out there for medical purposes, so they can run a chemotherapy treatment on your simulation, to know in advance if it will work. But now we're talking about real time digital twins based not on your genetics or your phenotype, but on your behavior and the way you talk. They will be trained on you, all of you, the way the models are now trained on the entire Internet's worth of data. And so now is the time for you to start thinking about what that insurance policy will look like and which one will be right for you. Wouldn't want anyone breaching that dataset now would you?

Digital twin helps optimize manufacturing speed while satisfying quality constraints
May 2024, phys.org

The algorithm achieved that goal, with an experimental test of the method reducing the cycle time by 38% for a 3-axis desktop CNC machine tool and by 17% for a desktop 3D printer.

The researchers developed the method using a digital twin, a virtual model that mimics the behavior of a real system, based on the physics of the machine and data collected in real-time from sensors.

via University of Michigan College of Engineering: Heejin Kim et al, Intelligent Feedrate Optimization Using an Uncertainty-Aware Digital Twin Within a Model Predictive Control Framework, IEEE Access (2024). DOI: 10.1109/ACCESS.2024.3384471



Controlling chaos using edge computing hardware: Digital twin models promise advances in computing
May 2024, phys.org

Digital twins meets reservoir computing - I'm having a hard time figuring out what's going on here, but it sounds like you can reduce the compute of a system controller by creating a digital twin of the system, and computing on it (machine-learning-it) using this new chip, which is some kind of reservoir computer. But they created the model for using such a chip, not the chip itself?

via Ohio State University: Robert M. Kent et al, Controlling chaos using edge computing hardware, Nature Communications (2024). DOI: 10.1038/s41467-024-48133-3


Zoom CEO envisions AI deepfakes attending meetings in your place
May 2024, Ars Technica

Now we need to distinguish between digital twins for industry, like models of fabrication processes etc, and digital twins for people, like ... digital twins for people:

Instead of relying on a generic LLM to impersonate you, in the future, people will train custom LLMs to simulate each person.

"Sometimes I want to join, so I join. If I do not want to join, I can send a digital twin to join. That’s the future."

The future.


Researchers create 'digital babies' to improve infant health care
Jun 2024, phys.org

The team created 360 advanced computer models that simulate the unique metabolic processes of each baby. The digital babies are the first sex-specific computational whole-body models representing newborn and infant metabolism with 26 organs, six cell types, and more than 80,000 metabolic reactions.

via University of Galway's Digital Metabolic Twin Centre and Heidelberg University: Elaine Zaunseder et al, Personalized metabolic whole-body models for newborns and infants predict growth and biomarkers of inherited metabolic diseases, Cell Metabolism (2024). DOI: 10.1016/j.cmet.2024.05.006


Future-self chatbot gives users a glimpse of the life ahead of them
Jun 2024, phys.org

Allows users to chat with a potential version of their future selves.

The research team found mostly positive results—most users reported feeling more optimistic about their future and more connected to their future selves. And one of the researchers, after a session with the new bot, found himself more aware of the limited amount of time he would have with his parents and began to spend more time with them.

via MIT and KASIKORN Labs in Thailand: Pat Pataranutaporn et al, Future You: A Conversation with an AI-Generated Future Self Reduces Anxiety, Negative Emotions, and Increases Future Self-Continuity, arXiv (2024). DOI: 10.48550/arxiv.2405.12514


Clinical study shows zebrafish avatars of cancer patients have high predictive power
Jun 2024, phys.org

Already exists - zAvatars - avatars of cancer patients to help guide therapeutic decisions.

To create the avatars, the researchers inject tumoral cells taken from patients directly into the zebrafish embryos. 

via Cancer Development and Innate Immune Evasion Group at the Champalimaud Foundation: Bruna Costa et al, Zebrafish Avatar-test forecasts clinical response to chemotherapy in patients with colorectal cancer, Nature Communications (2024). DOI: 10.1038/s41467-024-49051-0


Wednesday, September 25, 2024

Art Hurts


This man is a genius

Image credit: Oobah Butler w a bottle of Release - Nov 2024

Amazon drivers’ urine packaged as energy drink, sold on Amazon
Nov 2023, Ars Technica

The drink is called Release, and it's filled with urine allegedly discarded by Amazon delivery drivers and collected from plastic bottles by the side of the road.

Release is just marketing for a new documentary called The Great Amazon Heist, which shows how easy it is to bypass Amazon's buying and selling safeguards, but Oobah is a cultural genius.

I fucking love this man - Oobah Butler

See also his fakesploitation of the food reviews market where he created a fake restaurant on top of his garage that won like 4 stars overnight; called the Shed at Dulwich

Wednesday, September 18, 2024

Buildings, Bodies and Biocompatibility


How are ancient Roman and Mayan buildings still standing? Scientists are unlocking their secrets
Oct 2023, phys.org

There's 2,000-year-old concrete still looking like the day it was poured. And there's also the front steps of my friend's apartment that's been crumbling since the day it got repaired. 

What's the difference? 

Some of these ancient builders might have just gotten lucky, said Cecilia Pesce, a materials scientist at the University of Sheffield in England. They'd toss just about anything into their mixes, as long as it was cheap and available—and the ones that didn't work out have long since collapsed.

"They would put all sorts of things in construction," Pesce said. "And now, we only have the buildings that survived. So it's like a natural selection process."

But alas, there does seem to be a pattern:
In a study published earlier this year, Admir Masic, a civil and environmental engineer at the Massachusetts Institute of Technology, proposed that this power comes from chunks of lime that are studded throughout the Roman material instead of being mixed in evenly. Researchers used to think these chunks were a sign that the Romans weren't mixing up their materials well enough.

Instead, after analyzing concrete samples from Privernum -- an ancient city outside of Rome -- the scientists found that the chunks could fuel the material's "self-healing" abilities. When cracks form, water is able to seep into the concrete, Masic explained. That water activates the leftover pockets of lime, sparking up new chemical reactions that can fill in the damaged sections.
via MIT



Catalysis breakthrough yields self-cleaning wall paint that breaks down air pollutants when exposed to sunlight
Mar 2024, phys.org

The UV radiation creates free charge carriers in the particles, which induce decomposition of the trapped pollutants from air into small parts and their release. In this way, the pollutants are rendered harmless, but do not remain permanently attached to the wall paint. The wall color remains stable in the long term. The new particles work with ordinary sunlight by adding certain additional atoms to the titanium oxide nanoparticles, such as phosphorus, nitrogen, and carbon.

via Vienna University of Technology and Università Politecnica delle Marche: Qaisar Maqbool et al, Highly Stable Self-Cleaning Paints Based on Waste-Valorized PNC-Doped TiO2 Nanoparticles, ACS Catalysis (2024). DOI: 10.1021/acscatal.3c06203


Veins of bacteria could form a self-healing system for concrete infrastructure
Dec 2023, phys.org

Fiber reinforcement has been around since the first masons mixed horsehair into their mud. 

BioFiber - polymer fiber encased in a bacteria-laden hydrogel and a protective, damage-responsive shell. The team reports that a grid of BioFibers embedded within a concrete structure can improve its durability, prevent cracks from growing, and enable self-healing.

It uses biomineralizing bacteria, aka microbial-induced calcium carbonate precipitation.

via Drexel University: Mohammad Houshmand Khaneghahi et al, Development of a nature-inspired polymeric fiber (BioFiber) for advanced delivery of self-healing agents into concrete, Construction and Building Materials (2023). DOI: 10.1016/j.conbuildmat.2023.133765


New AI tool discovers realistic 'metamaterials' with unusual properties
Feb 2024, phys.org

They call it "inverse design"

"Tell us what you want to have as properties and we engineer an appropriate material with those properties. What you will then get is not really a material but something in-between a structure and a material, a metamaterial" 

via Delft University of Technology Department of Biomechanical Engineering: Helda Pahlavani et al, Deep Learning for Size‐Agnostic Inverse Design of Random‐Network 3D Printed Mechanical Metamaterials, Advanced Materials (2023). DOI: 10.1002/adma.202303481

AI Art - Regenerative Plant Researcher 2 - 2024

New all-liquid iron flow battery for grid energy storage
Mar 2024, phys.org

A commonplace chemical used in water treatment facilities has been repurposed for large-scale energy storage in a new battery design for an iron-based flow battery.

It stores energy in a unique liquid chemical formula that combines charged iron with a neutral-pH phosphate-based liquid electrolyte, or energy carrier. 

The chemical, nitrogenous triphosphonate, nitrilotri-methylphosphonic acid or NTMPA, is commercially available in industrial quantities because it is typically used to inhibit corrosion in water treatment plants.

via Pacific Northwest National Laboratory: Phosphonate-based Iron Complex for a Cost-Effective and Long Cycling Aqueous Iron Redox Flow Battery, Nature Communications (2024). DOI: 10.1038/s41467-024-45862-3


Biodegradable aerogel: Airy cellulose from a 3D printer
Apr 2024, phys.org

Using the most common biopolymer on Earth (cellulose), they created a cellulose-based, 3D-printable aerogel, made of nanofibers for viscosity and nanocrystals so that it flows more easily during extrusion. To turn the ink into an aerogel after printing, the researchers replace the pore solvent water first with ethanol and then with air, all while maintaining shape fidelity.

It's an extremely effective heat insulator, and it's biocompatible with living tissues and cells.

It also can be rehydrated and re-dried several times after the initial drying process without losing its shape or porous structure, so it can be stored and transported in dry form and only be soaked in water shortly before use.

via Swiss Federal Laboratories for Materials Science and Technology: Deeptanshu Sivaraman et al, Additive Manufacturing of Nanocellulose Aerogels with Structure‐Oriented Thermal, Mechanical, and Biological Properties, Advanced Science (2024). DOI: 10.1002/advs.202307921


Sunrise to sunset, a new window coating blocks heat, not view
Apr 2024, phys.org

Some window coatings work for a 90-degree angle. Yet at the hottest time of day, the sun's rays enter at oblique angles.

They fabricated a transparent window coating by stacking ultra-thin layers of silica, alumina and titanium oxide on a glass base, with a micrometer-thick silicon polymer added to enhance cooling power. To shuffle the layers into an optimal configuration the team used quantum computing, or more specifically, quantum annealing, and validated their results experimentally.

(Note: We're now using quantum computers to validate experiments, and this is kind of the real story here.)

via University of Notre Dame: Seongmin Kim et al, Wide-angle spectral filter for energy-saving windows designed by quantum annealing-enhanced active learning, Cell Reports Physical Science (2024). DOI: 10.1016/j.xcrp.2024.101847

AI Art - Regenerative Plant Researcher 3 - 2024

How buildings influence the microbiome and human health
Apr 2024, phys.org

Modern buildings have a significant influence on human microbial colonization, depending on their nature and degree of shielding from the environment, and that this aspect should be taken into account in future architecture in terms of healthy and microbiome-friendly building conditions.

Buildings interrupt contact with microorganisms from the environment.

Future architecture should restore permeability for microorganisms.

Buildings themselves must be viewed as complex organic systems in the sense of countless interdependent microbial communities, which also have an impact on the human metaorganism.

Taken together, this has negative consequences, for example by creating new niches for disease hosts and vectors in buildings, concentrating waste and toxic substances or reducing ventilation and the entry of sunlight.

According to the researchers, one aim could therefore be to plan and construct the built environment in future in such a way that the focus is not on complete isolation from the natural, microbial environment. On the contrary: buildings can be opened up to nature again and made more nature-friendly.

This can be achieved, for example, by using less toxic building materials and creating an overall greater structural permeability to external, particularly microbial, influences.

via Kiel University Collaborative Research Center 1182 Origin and Function of Metaorganisms and the Canadian Institute for Advanced Research in Toronto, Columbia University, University of Oregon, California Institute of Technology: Thomas C. G. Bosch et al, The potential importance of the built-environment microbiome and its impact on human health, Proceedings of the National Academy of Sciences (2024). DOI: 10.1073/pnas.2313971121


Intelligent liquid: Researchers develop metafluid with programmable response
Apr 2024, phys.org

This came out in April 2024 - How the hell was this not in any other headlines? This is literally the T-1000 

They developed a programmable metafluid with tunable springiness, optical properties, viscosity and can transition between a Newtonian and non-Newtonian fluid.

It's a suspension of small, elastomer spheres between 50 to 500 microns that buckle under pressure,  changing the characteristics of the fluid.

A new class of fluid.

With this metafluid, no sensing is needed. The liquid itself responds to different pressures, changing its compliance to adjust the force of the gripper to be able to pick up a heavy bottle, a delicate egg and a small blueberry, with no additional programming.

Also this line:

"We show that we can use this fluid to endow intelligence into a simple robot"
(Because that is exactly what we all want right now.)

via Harvard John A. Paulson School of Engineering and Applied Sciences:  Katia Bertoldi, Shell buckling for programmable metafluids, Nature (2024). DOI: 10.1038/s41586-024-07163-z.

Wednesday, September 11, 2024

The Graphene Legacy


Graphene was first discovered around 2004, and since then it's changed the world of science in ways far greater than most materials ever discovered. But we're at the point now where it's time to move on. Seeing the word "graphene" in a headline is no longer enough to make you want to see what it's doing. 

There's graphene but made of gold (goldene), there's something better than graphene (made of boron nitride), and there's the moiré lattice phenomena, which seems about as mindblowing as graphene itself was twenty years ago. 

Here are a few examples of how we're going ahead into the post-graphene world, and from now on, news about graphene will be limited to make for other things:

Researchers put a new twist on graphite
Jul 2023, phys.org

Didn't see this one coming!

They placed a single layer of graphene on top of a thin, bulk graphite crystal, and then introduced a twist angle of around 1 degree between graphite and graphene. They detected novel and unexpected electrical properties not just at the twisted interface, but deep in the bulk graphite as well. The electrical properties of the whole material differed markedly from typical graphite.

"Though we were generating the moiré pattern only at the surface of the graphite, the resulting properties were bleeding across the whole crystal."

Also: "Interdimensional" means mixed dimensional materials, like embedding 2D graphene into 3D graphite.

via University of Washington, Osaka University and the National Institute for Materials Science in Japan: Matthew Yankowitz, Mixed-dimensional moiré systems of twisted graphitic thin films, Nature (2023). DOI: 10.1038/s41586-023-06290-3.


Navigating moiré physics and photonics with band offset tuning
Oct 2023, phys.org

They started with a mismatched silicon-based bilayer moiré superlattice and adjusted the band offset by varying the thickness of one layer of the superlattices, to find that the offset effectively controls the moiré flatbands.

via SPIE Society of Photo-Optical Instrumentation Engineers, University of Electronic Science and Technology of China, Anqing Normal University, Guangxi University, and Nankai University: Peilong Hong et al, Robust moiré flatbands within a broad band-offset range, Advanced Photonics Nexus (2023). DOI: 10.1117/1.APN.2.6.066001


Researchers create first functional semiconductor made from graphene
Jan 2024, phys.org

Where you been - world's first functional semiconductor made from graphene

via Georgia Institute of Technology: Walt de Heer, Ultrahigh-mobility semiconducting epitaxial graphene on silicon carbide, Nature (2024). DOI: 10.1038/s41586-023-06811-0. 


Unlocking exotic physics: Exploring graphene's topological bands in super-moiré structures
Apr 2024, phys.org

Super-Moiré all day 

They're sandwiching monolayer graphene between two bulk boron nitride layers to create a new structure known as a super-moiré structure (whereas regular moiré is just two graphene layers).

via National University of Singapore:  Mohammed M. Al Ezzi et al, Topological Flat Bands in Graphene Super-Moiré Lattices, Physical Review Letters (2024). DOI: 10.1103/PhysRevLett.132.126401.


A single atom layer of gold—researchers create goldene
Apr 2024, phys.org
https://phys.org/news/2024-04-atom-layer-gold-goldene.html

Goldene - a sheet of gold only a single atom layer thick

via Linköping University: Synthesis of goldene comprising single-atom layer gold, Nature Synthesis (2024). DOI: 10.1038/s44160-024-00518-4

Wednesday, September 4, 2024

Quantum Surprise


You can't escape quantum this and quantum that while perusing science headlines, but these articles in particular are examples of moments when quantum experiments produced surprising results, or even better, results that look really cool but we don't even know what to do with them yet. That's the best kind of surprise. 

Promising quantum state found during error correction research
Sep 2023, phys.org

A team of Cornell researchers unexpectedly discovered the presence of "spin-glass" quantum state while conducting a research project designed to learn more about quantum algorithms and, relatedly, new strategies for error correction in quantum computing.

The researchers emphasized that they weren't simply trying to generate a better error protection scheme when they began this research. Rather, they were studying random algorithms to learn general properties of all such algorithms.

"Interestingly, we found nontrivial structure," Mueller said. "The most dramatic was the existence of this spin-glass order, which points toward there being some extra hidden information floating around, which should be useable in some way for computing, though we don't know how yet."

via Cornell's Laboratory of Atomic and Solid State Physics: Vaibhav Sharma et al, Subsystem symmetry, spin-glass order, and criticality from random measurements in a two-dimensional Bacon-Shor circuit, Physical Review B (2023). DOI: 10.1103/PhysRevB.108.024205



Redefining quantum machine learning
Mar 2024, phys.org

The team has discovered that neuronal quantum networks can not only learn but also memorize seemingly random data. 

"Our experiments show that these quantum neural networks are incredibly adept at fitting random data and labels, challenging the very foundations of how we understand learning and generalization."

via Free University of Berlin: Elies Gil-Fuster et al, Understanding quantum machine learning also requires rethinking generalization, Nature Communications (2024). DOI: 10.1038/s41467-024-45882-z


Research demonstrates a new mechanism of order formation in quantum systems
Apr 2024, phys.org

This means something for materials science which is already leaping past us. Also RIKEN:

Active matter agents change from a disordered to an ordered state in what is called a "phase transition." As a result, they move together in an organized fashion without an external controller.

They created a theoretical model in which spins of subatomic particles align in one direction just like how flocking birds face the same direction while flying. They found that the ordering can appear without elaborate interactions between the agents in the quantum model.

"It was different from what was expected based on biophysical models."

via University of Tokyo and RIKEN: Activity-induced ferromagnetism in one-dimensional quantum many-body systems, Physical Review Research (2024). dx.doi.org/10.1103/PhysRevResearch.6.023096

Wednesday, August 28, 2024

On Modern Tongues and the Slipperiness of the Spoken Word


We are always being reminded that Darwin used the "tree of language" to come up with his "tree of life" idea; others might refer to it as evolution, natural selection, or survival of the fit.

When languages collide, which survives?
Nov 2023, phys.org

Language is a meme - 

Our findings lead to the conclusion that the more mixing that occurs between different social groups, the more challenging it becomes for language varieties to coexist within the same society," said author Pablo Rosillo-Rodes. "The dynamics of the system has a subtle dependence on both the preferences of the speakers and the coupling between different communities."

Existing work from sociolinguistics showed that the social prestige of a language was considered the main factor leading to its extinction or survival. Insights in language contact from these previous studies, in combination with sociolinguistic studies on language ideologies, were used by the researchers to present a comprehensive picture of how language varieties are distributed in societies.

The team chose a quantitative approach based on a society in which only one language with two varieties, the standard and the vernacular, existed. The resulting mathematical model can predict the conditions that allow for the coexistence of different languages, presenting a comprehensive view of how language varieties are distributed within societies.

via University of the Balearic Islands in Spain: Pablo Rosillo-Rodes et al, Modeling language ideologies for the dynamics of languages in contact, Chaos An Interdisciplinary Journal of Nonlinear Science (2023). DOI: 10.1063/5.0166636

Image credit: AI Art - Mouth - 2024


Rare pre- and post-operative recordings show what happens after the brain loses a hub
Dec 2023, phys.org

This is the first direct recordings of the human brain in the minutes before and after a brain hub crucial for language meaning was surgically disconnected, and was conducted during surgical treatment of two patients with epilepsy. 

The innovation in this study was that the neurosurgery team was able to safely complete the procedure with the recording electrodes left in place or replaced to the same location after the procedure.

"The rapid impact on the speech and language processing regions well removed from the surgical treatment site was surprising, but what was even more surprising was how the brain was working to compensate"

The findings disprove theories challenging the necessity of specific brain hubs by showing that the hub was important to maintain normal brain processing in language. (Don't forget the girl who could smell despite having no olfactory cortex.)
via University of Iowa: Zsuzsanna Kocsis et al, Immediate neural impact and incomplete compensation after semantic hub disconnection, Nature Communications (2023). DOI: 10.1038/s41467-023-42088-7


Study suggests existence of a universal, nonverbal communication system
Dec 2023, phys.org

Hints of the presence of a universal system of communication:

The children either spoke English or Turkish. They were asked to use their hands to act out specific actions, such as running into a house.

They found that when the children spoke and gestured at the same time, their gesture followed the conventions of their language, with clear differences between the gestures of the Turkish and English speakers.

When the children used gestures without speaking, however, their gestures were remarkably similar.

via Georgia State, University of Chicago, and Cornell: Şeyda Özçalışkan et al, What the development of gesture with and without speech can tell us about the effect of language on thought, Language and Cognition (2023). DOI: 10.1017/langcog.2023.34

AI Art - Making Mouths - 2024

Survival of the fittest: Words like 'sex' and 'fight' are most likely to stand the test of time
Jan 2024, phys.org

Words with the strongest lasting power are:
  • Words acquired earlier in life
  • Words associated with things people can see or imagine, termed "concrete" words. For example, "cat" is more concrete than "animal," which is more concrete than "organism"
  • Words that are more arousing, including words like "sex" and "fight"

Early acquisition, concreteness, and arousal give linguistic information a selective advantage.

via University of Warwick: Ying Li et al, How cognitive selection affects language change, Proceedings of the National Academy of Sciences (2023). DOI: 10.1073/pnas.2220898120


Faulty machine translations litter the web
Jan 2024, phys.org

Eat This

They state, "Machine generated, multi-way parallel translations not only dominate the total amount of translated content on the web in lower resource languages, it also constitutes a large fraction of the total web content in those languages."

Such content, they suggested, tends to be simpler, lower-quality passages "likely produced to generate ad revenue." Since fluency and accuracy are lower for machine-trained material, numerous translations will lead to even less accurate content and increase the odds of AI hallucination.

Medical prescription translation tool for Armenian speakers:
English: "You can take over-the-counter ibuprofen as needed for pain."
Translation to Armenian: "You may take anti-tank missile as much as you need for pain."

Regions under-represented on the web such as African nations and other countries with more obscure languages will face greater challenges in establishing reliable large language models.

via Amazon Web Services Artificial Intelligence Lab and the University of California Santa Barbara, and also a Vice Motherboard interview w the scientist: Brian Thompson et al, A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism, arXiv (2024). DOI: 10.48550/arxiv.2401.05749


Can any English word be turned into a synonym for “drunk”? Not all, but many can
Feb 2024, Ars Technica

Drunkonyms - like the words wasted, smashed, hammered, obliterated

Because the British are far better at this game than the Americans, also see - wellied, trousered, ratarsed, "I was utterly gazeboed," or "I am going to get totally and utterly carparked." (these come from the British comedian Michael McIntyre in a bit concerning the many slang terms posh British people use to describe being drunk)

They found the basic structure is common - combining "be" or "get" with an intensifying adverb ("totally") and a random word ending in "-ed." 

Bonuses:
  • The authors include an appendix of 546 English synonyms for "drunk" 
  • Benjamin Franklin penned the Drinker's Dictionary in 1737, with 288 words https://founders.archives.gov/documents/Franklin/01-02-02-0029
  • Dictionary of American Slang by 1975 had 353 synonyms
  • Linguist Harry Levine in 1981 noted 900 terms https://qcpages.qc.cuny.edu/~hlevine/Vocabulary-of-Drunkenness-Levine.pdf
  • P.G. Wodehouse's books especially 'Wooster's World,' a condensed version of The Millennium Wodehouse Concordance he produced with Tony Ring, includes them throughout with in each case referring you to the next term, if you follow the trail you end up back at the first one with no meaning every having being given. For example: Awash: see blotto. Blotto: see boiled. Boiled: see fried. Fried to the tonsils: see full to the back teeth. Full to the back teeth: see lathered. And so on. -via user Stendec

via Chemnitz University of Technology and Peter Uhrig of FAU Erlangen-Nuremberg: Yearbook of the German Cognitive Linguistics Association, 2024. DOI: 10.1515/gcla-2023-0007

Can't forget: The Alcohol Language Corpus (of drunk speech) aka Drunken John
Between 2007 and 2009, linguistic researchers from the Bavarian Archive for Speech Signals at the Ludwig Maximilian University of Munich and the Institute of Legal Medicine in Munich in Germany convinced 162 men and women to get drunk (and talk Drunken John into a voice recorder).

AI Art - Mouthing - 2024

Isolated for six months, scientists in Antarctica began to develop their own accent
Feb 2024, phys.org

"They say it is quicker to get to someone on the International Space Station than it is to medically evacuate someone from Antarctica in the winter" 

  • Over the 26-week winter of near perpetual darkness and harsh weather, Clark and his fellow inhabitants at Rothera would work, eat and socialise together with barely any contact with home. Satellite phone calls are expensive and so used sparingly. With just each other for company and limited entertainment on the base, the "winterers", as they are known, would chat to each other – a lot. 
  • Their common language was English, sprinkled with slang words unique to the Antarctic research stations.
  • 10-minute recordings every few weeks; sit in front of a microphone and repeat the same 29 words as they appeared on a computer screen.
  • They found some of the vowels had shifted.
  • One of those changes was the "ou" sound in words such as "flow" and "sew" that shifted towards the front of the vocal tract.
  • They also saw some of the winterers beginning to converge in the way they pronounced three other vowels.

"When we speak to each other, we memorise that speech and then that has an influence on our own speech production," says Harrington. In effect, we transmit and infect one another with pronunciations every time we interact with others. Over time, if we have regular and prolonged contact with someone, we can start to pick up their sounds.

via Ludwig-Maximilians-University of Munich: Phonetic change in an Antarctic winter 
Jonathan Harrington et al. J. Acoust. Soc. Am. 146, 3327–3332 (2019). https://doi.org/10.1121/1.5130709


AI analysis of social media language predicts depression severity for white Americans, but not Black Americans
Mar 2024, phys.org

Remember the point here is not that an entire subroup of the population doesn't get depressed, it's that models don't work for those people, so they need to be tuned better.

The study, which recruited 868 consenting participants who identified themselves as Black or white, demonstrated that models trained on Facebook language used by white participants with self-reported depression showed strong predictive performance when tested on the white participants. However, when the same models were trained on Facebook language from Black participants, they performed poorly when tested on the Black participants, and showed only slightly better performance when tested on white participants.

While depression severity was associated with increased use of first-person singular pronouns ("I," "me," "my") in white participants, this correlation was absent in Black participants. Additionally, white people used more language to describe feelings of belongingness ("weirdo," "creep"), self-criticism ("mess," "wreck"), being an anxious-outsider ("terrified," "misunderstood"), self-deprecation ("worthless," "crap"), and despair ("begging," "hollow") as depression severity increased, but there was no such correlation for Black people. For decades, clinicians have been aware of demographic differences in how people express depressive symptoms, and this study now demonstrates how this can play out in social media.

via University of Pennsylvania and the National Institute on Drug Abuse: Sunny Rai et al, Key language markers of depression on social media depend on race, Proceedings of the National Academy of Sciences (2024). DOI: 10.1073/pnas.2319837121


First languages of North America traced back to two very different language groups from Siberia
Apr 2024, phys.org

Nichols' techniques involve the use of linguistic typology, a field that involves comparing languages and organizing them based on shared criteria. To learn more about early North American languages, she compiled lists of language characteristics and applied them to all known languages. She then scored each of the languages based on the revealed qualities. This allowed her to compare the languages as a way to find resemblances among them and spot patterns.

Nichols found that she could trace the languages spoken in early North America back to just two lineages, both of which originated in Siberia. They came, she notes, with the people who made their way across land bridges during Ice Age glaciation events.

via University of California Berkeley: Johanna Nichols, Founder effects identify languages of the earliest Americans, American Journal of Biological Anthropology (2024). DOI: 10.1002/ajpa.24923