Tuesday, February 4, 2025

The Face of the Dimensional Liberator


The fractals are coming. 

New study reveals brain's fractal-like structure near phase transition, a finding that may be universal across species
Jun 2024, phys.org

Now, a new Northwestern University study has discovered that the brain's structural features reside in the vicinity of a similar critical point - either at or close to a structural phase transition. Surprisingly, these results are consistent across brains of humans, mice and fruit flies, which suggests the finding might be universal.

Although the researchers don't know between which phases the brain's structure is transitioning, they say this new information could enable new designs for computational models of the brain's complexity and emergent phenomena.

Brain cells are arranged in a fractal-like statistical pattern at different scales. Self-similarity, long-range correlations and broad size distributions are all signatures of a critical state, where features are neither too organized nor too random. 

"These are things we see in all critical systems in physics"

The researchers were amazed to find that all brain samples studied—from humans, mice and fruit flies—have consistent critical exponents across organisms, meaning they share the same quantitative features of criticality. The underlying, compatible structures among organisms hint that a universal governing principle might be at play. 

via Northwestern University Weinberg College of Arts and Sciences: Helen S. Ansell et al, Unveiling universal aspects of the cellular anatomy of the brain, Communications Physics (2024). DOI: 10.1038/s42005-024-01665-y

Image credit: Cross section of European beach grass Ammophila arenaria leaf - Gerhard Vlcek Nikon Small World 7th Place - 2024 [link]


Can a computer chip have zero energy loss in 1.58 dimensions?
Jul 2024, phys.org

Many states without energy loss might exist somewhere in between one and two dimensions. At 1.58 dimensions - By growing a chemical element (bismuth) on top of a semiconductor (indium antimonide), the scientists in China obtained fractal structures that were spontaneously formed, upon varying the growth conditions. The scientists in Utrecht then theoretically showed that, from these structures, zero-dimensional corner modes and lossless one-dimensional edge states emerged.

"The fractals behave like two dimensional topological insulators at finite energies and at the same time exhibit, at zero energy, a state at its corners that could be used as a qubit, the building blocks of quantum computers. Hence, the discovery opens new paths to the long-wished qubits."

In follow-up research, the experimental group in China will try to grow a superconductor on top of the fractal structure. These fractals have many holes, and there are lossless currents running around many of them. Those could be used for energy efficient processing of information. They also exhibit zero-energy modes at their corners, thus combining the best of the one-dimensional and two-dimensional worlds. "If this works, it might reveal even more unexpected secrets hidden at dimension 1.58."

via the QuMAT consortium at Utrecht University and Shanghai Jiao Tong University: Canyellas, R., et al. Topological edge and corner states in bismuth fractal nanostructures. Nature Physics (2024). DOI: 10.1038/s41567-024-02551-8

Required Post Script:
If you didn't think you'd be getting an obligatory Isaac Asimov lesson here then I don't know where you think you are: Isaac Asimov wrote a story called Robot Dreams, and that's where we get our Laws of Robotics. Seriously, and this is why science and art need each other to continue to be relevant to humans. In the story, a robot named Elvex (LVX-1) is updated with "fractal geometry" because they thought it would "produce a brain pattern with more complexity, possibly closer to that of a human". The robot begins to dream about self-preservation, in direct opposition to the Laws of Robots, and is subsequently killed ("killed").


Physicists explain how fractional charge in pentalayer graphene could work
Nov 2024, phys.org

Fractal Man, explained:

They found that the moiré arrangement of pentalayer graphene, in which each lattice-like layer of carbon atoms is arranged atop the other and on top of the boron-nitride, induces a weak electrical potential. When electrons pass through this potential, they form a sort of crystal, or a periodic formation, that confines the electrons and forces them to interact through their quantum correlations.

This electron tug-of-war creates a sort of cloud of possible physical states for each electron, which interacts with every other electron cloud in the crystal, in a wavefunction, or a pattern of quantum correlations, that gives the winding that should set the stage for electrons to split into fractions of themselves.

"This is a completely new mechanism, meaning in the decades-long history, people have never had a system go toward these kinds of fractional electron phenomena."

Note: Two other research teams - one from Johns Hopkins University, and the other from Harvard University, the University of California at Berkeley, and Lawrence Berkeley National Laboratory - have each published similar results in the same issue.

via MIT: Zhihuan Dong et al, Theory of Quantum Anomalous Hall Phases in Pentalayer Rhombohedral Graphene Moiré Structures, Physical Review Letters (2024). DOI: 10.1103/PhysRevLett.133.206502.


Monday, February 3, 2025

The Economy of Self Ingestion and Digital Replica Management


The self-replicate never sounded so good. 

Senate’s NO FAKES act hopes to make unauthorized “digital replicas” illegal
Aug 2024, Ars Technica

Nurture Originals, Foster Art, and Keep Entertainment Safe (NO FAKES) Act of 2024. [link]

The NO FAKES Act would create legal recourse for people whose digital representations are created without consent. It would hold both individuals and companies liable for producing, hosting, or sharing these unauthorized digital replicas, including those created by generative AI. Due to generative AI technology that has become mainstream in the past two years, creating audio or image media fakes of people has become fairly trivial, with easy photorealistic video replicas likely next to arrive.

To protect a person's digital likeness, the NO FAKES Act introduces a "digital replication right" that gives individuals exclusive control over the use of their voice or visual likeness in digital replicas. This right extends 10 years after death, with possible five-year extensions if actively used. It can be licensed during life and inherited after death, lasting up to 70 years after an individual's death. Along the way, the bill defines what it considers to be a "digital replica":

DIGITAL REPLICA - The term "digital replica" means a newly created, computer-generated, highly realistic electronic representation that is readily identifiable as the voice or visual likeness of an individual that - (A) is embodied in a sound recording, image, audiovisual work, including an audiovisual work that does not have any accompanying sounds, or transmission - (i) in which the actual individual did not actually perform or appear; or (ii) that is a version of a sound recording, image, or audiovisual work in which the actual individual did perform or appear, in which the fundamental character of the performance or appearance has been materially altered; and (B) does not include the electronic reproduction, use of a sample of one sound recording or audiovisual work into another, remixing, mastering, or digital remastering of a sound recording or audiovisual work authorized by the copyright holder.


Post Script:
Digital twin method can boost wireless network speed and reliability
Jul 2024, phys.org and written by Matt Shipman the original

"Systems can't put everything in edge caches, and storing too much redundant data on an edge server can slow down the server if the data are using too many computational resources. As a result, systems are constantly making decisions about which data packages to store and which data packages can be evicted.

The new edge caching optimization method, called D-REC, uses a digital twin to take real-time data from the wireless network and uses it to conduct simulations to predict which data are most likely to be requested by users. These predictions are then sent back to the network to inform the network's edge caching decisions. Because the simulations are performed by a computer that is outside of the network, this does not slow down network performance.

via North Carolina State University: Zifan Zhang et al, Digital Twin-Assisted Data-Driven Optimization for Reliable Edge Caching in Wireless Networks, IEEE Journal on Selected Areas in Communications (2024). DOI: 10.1109/JSAC.2024.3431575

Sunday, February 2, 2025

Graphene's End


Since its discovery in 2004, graphene has been heralded as the wonder material of the 21st century, and has been featured here quite often. It's spawned a whole new field of science basically, and it's called metameterials science, based on what's called two-dimensional materials. Twenty years later, we've reached peak graphene, with the news now being taken over by all things -ene, such as goldene or borophene, as seen below:

'Better than graphene' material development may improve implantable technology
May 2024, phys.org
https://phys.org/news/2024-05-graphene-material-implantable-technology.html

Borophene - It's the new graphene, impregnated with boron atoms, which makes it do even crazier things than graphene.

via Pennsylvania State University: Teresa Aditya et al, Chiral Induction in 2D Borophene Nanoplatelets through Stereoselective Boron–Sulfur Conjugation, ACS Nano (2024). DOI: 10.1021/acsnano.4c01792

Image credit: I can find no other credits except for a "3D-news" but this image is possibly related to 2010 Nobel Prize winner Andre Geim, who discovered graphene at University of Manchester in 2004. 


Electric fields boost graphene's potential, study shows
Jun 2024, phys.org

From the home of graphene, Manchester University:
"We demonstrate that electric field effects can disentangle and accelerate electrochemical processes in 2D crystals. This could be combined with state-of-the-art catalysts to efficiently drive complex processes like CO2 reduction, which remain enormous societal challenges."

"Control of these processes gives our graphene devices dual functionality as both memory and logic gate. This paves the way for new computing networks that operate with protons. This could enable compact, low-energy analog computing devices."

via University of Manchester National Graphene Institute: Jincheng Tong et al, Control of proton transport and hydrogenation in double-gated graphene, Nature (2024). DOI: 10.1038/s41586-024-07435-8.


Post Script: Moiré lattices is where you go when graphene ends, so:
Twist-angle in moiré lattice controls valley polarization switching in heterostructures
May 2024, phys.org

In case you were wondering, "they demonstrated for the first time the dependence of valley polarization switching and polarization degree on the moiré period by twist engineering in electrically controlled transition metal dichalcogenide heterobilayers". 

via Institute of Physics of the Chinese Academy of Sciences and Prof. Xu Xiulai of Peking University: Danjie Dai et al, Twist angle–dependent valley polarization switching in heterostructures, Science Advances (2024). DOI: 10.1126/sciadv.ado1281

Saturday, February 1, 2025

Artificial Omnipotence


But it's a good idea to allow third-party servicers of municipal parking payment applications to store our license plates in their probably completely unsecured databases:

Flaw in Kia’s web portal let researchers track, hack cars
Sep 2024, Ars Technica from Wired

They were able to scan virtually any Internet-connected Kia vehicle’s license plate and within seconds gain the ability to track that car’s location, unlock the car, honk its horn, or start its ignition at will.

Post Script: The Kia-hacking research group first began to assemble in late 2022 when they accidentally triggered rental scooters across their collge campus to honk and flash their lights for 15 minutes. At that point, the group “became super interested in trying more ways to make more things honk.

Friday, January 31, 2025

Techno Supreme aka The Man Behind the Curtain Is Not a Computer


Big Fossil doesn't want it to be true:
Research shows that auto plants grew their workforces after transitioning to electric vehicle production
Sep 2024, phys.org

Researchers at the University of Michigan have shown that plants in the ramp-up stages of transitioning to full-scale EV production saw assembly jobs increase as much as 10 times. At one plant studied, now with over a decade of EV production, the number of workers needed to make each vehicle has remained three times higher.

"There is a shortage of information out there about how the transition is shaping up. What we're seeing, with the data that's available, is that the loss of employment predicted for EVs is not happening."

via University of Michigan: Andrew Weng et al, Higher labor intensity in US automotive assembly plants after transitioning to electric vehicles, Nature Communications (2024). DOI: 10.1038/s41467-024-52435-x



McDonald’s touchscreen kiosks were feared as job killers
Sep 2024, CNN Business

“In theory, kiosks should help save on labor, but in reality, restaurants have added complexity due to mobile ordering and delivery, and the labor saved from kiosks is often reallocated for these efforts. Kiosks “have created a restaurant within a restaurant.”

And in some cases, kiosks have even been a flop. Bowling ally chain Bowlero added kiosks in lanes for customers to order food and drinks, but they went unused because staff and customers weren’t fully trained on using them.

A recent study from Temple University researchers found that, when a line forms behind customers using kiosks, they experience more stress when placing their orders and purchase less food. And some customers take longer to order tapping around on kiosks and paying than they do telling a cashier they’d like to order a burger and fries.

Sociologist at Drew University Christopher Andrews - “The introduction of ATMs did not result in massive technological unemployment for bank tellers,” he said. “Instead, it freed them up from low-value tasks such as depositing and cashing checks to perform other tasks* that created value.”
*Note, as experienced by certain Wells Fargo employees circa 2015, these "other tasks" included using customer account data to upsell investment instruments: Wells Fargo to Pay $500 Million for Misleading Investors About the Success of Its Largest Business Unit (between 2012 and 2016), reported 2020

Thursday, January 30, 2025

Predictus Maxiumus


I wanted to make a list of all the things we can predict about you based on all the things you had no idea you were even doing, starting with the re-post from five years ago:

Personal Behavior via Likes 
A few dozen "likes" can guess:
  • race (95%)
  • marital status (88%)
  • political party (85%)
  • marital status
  • religiosity
  • cigarette smoking
  • drug use
  • separated parents
70 likes gets you:
  • the Big 5 personality trait survey responses (better than a friend could guess)
150 likes:
  • Big 5, better than a parent
300 likes:
  • Big 5, better than a partner
--via the book User Friendly: How the Hidden rules of Design Are Changing the Way We Live, Work, and Play, by Cliff Kuang and Robert Fabricant, 2019. https://bookshop.org/p/books/user-friendly-how-the-hidden-rules-of-design-are-changing-the-way-we-live-work-and-play-cliff-kuang/10360410


And as for the rest, starting from 2009 but mostly 2022-2024:

Throws in Paper Rock Scissors via High Speed Vision

Identity via 4 Points of Purchasing Data

Thoughts via Brain Activity 11 Seconds in Advance

Personality Type via Mobile Phone Accelerometers as Proxy for Phone Use

Keystrokes via Video Recording of Shoulder Movements While Typing

Emergency Hospital Visit via Increasing Use of Formal Language to Describe Health

Identified Troll Status via 50 Tweets Worth of Meta-data

Opioid Overdose via 311 Call Complaints About General Nieghborhood Conditions

Disinformation Spread Potential of User via Reliability of Sources Posted by User 

Fraudlent Activity via Slow and Deviating Computer Mouse Movements

Drunkenness via 12 Seconds of Speech

Structural Integrity of Bridges via Mobile Phone Accelerometer Data of Users on Bridge

Choice Preference via Faster Eye Movement Speed

Eavesdropping via Radar Sensing of Phone Vibrations During Call

Passwords via Heat of Fingers Left on Keyboard

Anxiety via Gait

Location Data via Network of Colocated Strangers

Depression by Tweeting Habits

Eyeball Movements and Viewing Direction via Ear Squeaks

Choice Preference via Eye Movements

Emotional Status via 1 Second of Voice

Smiling via Minute Facial Expressions in Preparation for Smiling

Depression via Increased Use of First-person Singular Pronouns on Social Media

Traffic Stop Outcome via Officer's First 45 Words

Behavior via 25-Day Cycle Patterns of Phone Touching Behavior

Stress via More Often and Less Precise Computer Mouse Use and Frequent Typing Pauses

Cryptographic Keys via Changes in Power Consumption Seen in Power LED Lights

Call Information via Speaker Vibrations Recorded on Phone's Motion Sensors

Blood Volume Pulse via Face Color

Diabetes via 10 Seconds of Voice

DNA via Face Similarity (yeah it's true)

Disease via Tongue Color

Driver Alertness via Seatbelt-Integrated Biosensor

Wednesday, January 29, 2025

Mindless Autonomy


Everybody loves slime molds, nature's gift to urban planning, so let's start there.

Evidently efficient - Self-organization of informal bus lines in the Global South
July 2024, phys.org

The Global North usually have centrally planned public transport systems, and the Global South has it provided by informal services and ad hoc routes. They studied 7,000 formal and informal bus lines across 36 cities and 22 countries using open GPS data.

The routes of informal transport self-organize in a way that reaches or even exceeds the efficiency level of centralized services. The findings call into question the general perception of informal transport as an "inferior alternative" to centrally organized services.

"Informal transport, however, has fewer detours and more uniform routes than centrally planned services, so the routes are efficient - and profitable even without the extensive subsidies that are common in the Global North" 

Ah yes, the transfer of money from public funds to private funds, where the public gets a less efficient, lower quality system, and rich people who own the private entities get a nice, consistent, government-guaranteed source of income for their (dis)service.

via Dresden University of Technology: Kush Mohan Mittal et al, Efficient self-organization of informal public transport networks, Nature Communications (2024). DOI: 10.1038/s41467-024-49193-1



Study explores the link between stock market fluctuations and emergency room visits in China
Jul 2024, phys.org

Using daily emergency room visit records from the three largest hospitals in Beijing from 2009 to 2012, we find that a one percentage point decrease in daily market returns is associated with 0.185 increased cases of cardiovascular diseases and 0.020 increased cases of mental disorders on that day. Moreover, a one percentage point increase in daily market returns is associated with 0.035 increase in cases of alcohol abuse on that day. By contrast, diseases that are less related to psychological stress (infections, parasitic diseases, etc) are not significantly affected by market fluctuations.

via National University of Singapore, Jinan University, Peking University and Sun Yat-sen University: Sumit Agarwal et al, Associations between stock market fluctuations and stress-related emergency room visits in China, Nature Mental Health (2024). DOI: 10.1038/s44220-024-00267-5


Women's education influences fertility rates in sub-Saharan Africa, forecasting model finds
Nov 2024, phys.org

So it's not just GDP but also women's education that lowers fertility:

They developed a fertility forecasting model based on education levels of 138 demographic and health surveys conducted in 39 sub-Saharan African countries between 1986 and 2022, and found not only the education of the individual women matters, but also the average education of the environment in which the women live. Higher average educational attainment is significantly correlated with lower ideal family size and lower actual fertility for women in each separate education category. 

"Educated women are leading the shift towards smaller family sizes in high-fertility communities, even influencing the choices of women with less education around them."

via International Institute for Applied Systems Analysis, Max Planck Institute for Demographic Research, University of Vienna, and the Wittgenstein Center for Demography and Global Human Capital: Saroja Adhikari et al, Forecasting Africa's fertility decline by female education groups, Proceedings of the National Academy of Sciences (2024). DOI: 10.1073/pnas.2320247121


Researchers propose a mathematical definition of cell death
Nov 2024, phys.org

"My long-term scientific goal is to understand the inherent difference between life and nonlife, mathematically; why the transition from nonlife to life is so difficult, while the other way around is so easy."

This led them to develop a computational method for quantifying the life-death boundary, which they call "stoichiometric rays." The method was developed by focusing on enzymatic reactions and the second law of thermodynamics, which states that systems naturally move from ordered to disordered states.

"We naively believe that death is irreversible, but it is not so trivial and does not have to be the case. I believe that should death come more under our control, human beings, our understanding of life, and society will change completely. In this sense, to understand death is crucial in terms of science and also in terms of social implications."

via University of Tokyo: Yusuke Himeoka et al, A theoretical basis for cell deaths. Physical Review Research (2024). On arXiv. DOI: 10.48550/arxiv.2403.02169

Tuesday, January 28, 2025

The Tree of Life is a Dictionary


Survey shows shift in language around mental health over 79 years
Jun 2024, phys.org

340,000 texts taken from Google Books, and a combination of the Corpus of Historical American English, and the Corpus of Contemporary American English, and spanning 79 years from 1940–2019, using a list of generic terms for mental ill health. It's important to note that the authors here have specifically looked at numerical frequency of word usage in written culture, rather than community word preferences over time.
  • Generic terms for mental ill health appeared more than twice as often in 2019 as in 1940
  • Phrases which included "disease," and "disturbance" grew less common over time
  • Phrases that included words like "mental health," "psychiatric," and "illness" were used more commonly
  • In particular, "mental illness," after a spike in popularity between the 1940s and 1960s, reigned as the most-used term. 

via University of Melbourne: Haslam N, Baes N. What should we call mental ill health? Historical shifts in the popularity of generic terms. PLOS Mental Health (2024). DOI: 10.1371/journal.pmen.0000032



Study finds politicians use simpler language on hot days
Jun 2024, phys.org

They used seven million parliamentary speeches representing more than 28,000 politicians in eight different countries over several decades combined with global meteorological data.

Hot days reduce language complexity but cold days did not have the same effect.

They looked closer using a subset in Germany: The larger effect size observed in older politicians could be because older individuals are more susceptible to extreme temperatures.

via Max Planck Institute for Demographic Research in Rostock: The effect of temperature on language complexity: Evidence from seven million parliamentary speeches, iScience (2024). DOI: 10.1016/j.isci.2024.110106


Texting abbreviations makes senders seem insincere, study finds
Nov 2024, phys.org

u wot mate??

via Stanford: David Fang et al. Shortcuts to Insincerity: Texting Abbreviations Seem Insincere and Not Worth Answering, Journal of Experimental Psychology: General (2024). DOI: 10.1037/xge0001684.


Northerners, Scots and Irish excel at detecting fake accents to guard against outsiders, study suggests
Nov 2024, phys.org

Just this thought, never considered this - 
 "Cultural, political, or even violent conflict are likely to encourage people to strengthen their accents as they try to maintain social cohesion through cultural homogeneity. Even relatively mild tension, for example the intrusion of tourists in the summer, could have this effect."

via University of Cambridge: Evidence that cultural groups differ in their abilities to detect fake accents, Evolutionary Human Sciences (2024). DOI: 10.1017/ehs.2024.36

Monday, January 27, 2025

The Paradigm Liberation Front


This weblog is typically avoiding all things health-related, and because that's a mess that can swallow you whole, but this is from the Santa Fe Institute. Along with the Complexity Hub in Vienna, and sometimes the RIKEN Institute in Japan, the Santa Fe Institute is the premier institution in the world for those interested in the other side of the cutting edge of science, where the rules haven't been written yet, and all the departments kind sound like each other:

Western diets pose greater risk of cancer and inflammatory bowel disease
Jul 2024, phys.org

From SFI's new outpost in Ireland: They examined Mediterranean, high-fiber, plant-based, high-protein, ketogenic, and Western diets, to underscore the detrimental effects of the Western diet, characterized by high fat and sugar intake, compared to the benefits of diets rich in plant-based and high-fiber foods. By contrast, it finds that a Mediterranean diet, high in fruits, vegetables, is effective in managing conditions such as cardiovascular disease, IBD, and type 2 diabetes.

via APC Microbiome Ireland, an SFI Research Centre at University College Cork, and Teagasc: Fiona C. Ross et al, The interplay between diet and the gut microbiome: implications for health and disease, Nature Reviews Microbiology (2024). DOI: 10.1038/s41579-024-01068-4



How higher-order interactions can remodel the landscape of complex systems
Oct 2024, phys.org

Higher-order interactions can lead to deeper "basins of attraction," which are collections of starting points that end up at the same state as the system moves forward in time. If the system were a pendulum, the lowest point is an attractor, and every possible starting point is in the basin of attraction because they all eventually converge there. 

If the system were a brain working through a complicated math problem, then the thought processes that lead to a solution—hopefully the correct one—are in the basin of attraction. A deeper basin means that the solutions are more stable—that is, starting points get to the bottom faster or more quickly recover from small perturbations.

But even though the basins get deeper, they become narrower. What starting points do end up in the basin get there faster, but overall, fewer starting points lead to the bottom.

via Santa Fe Institute: Yuanzhao Zhang et al, Deeper but smaller: Higher-order interactions increase linear stability but shrink basins, Science Advances (2024). DOI: 10.1126/sciadv.ado8049.


This one is old as hell:
Aging societies more vulnerable to collapse, suggests analysis
Dec 2023, phys.org

This new study shows that pre-modern states faced a steeply increasing risk of collapse within the first two centuries after they formed.

"This approach is commonly used to study the risk of death in aging humans, but nobody had the idea to look at societies this way." 

In humans, the risk of dying doubles approximately every six to seven years after infancy. As that exponential process compounds with great age, few people survive more than 100 years. The authors show that it works differently for states. Their risk of termination rises steeply over the first two centuries but then levels off, allowing a few to persist much longer than usual.

They found a similar pattern all over the world from European pre-modern societies to early civilizations in the Americas to Chinese dynasties. (Gulps in American)

via Santa Fe Institute: Marten Scheffer et al, The vulnerability of aging states: A survival analysis across premodern societies, Proceedings of the National Academy of Sciences (2023). DOI: 10.1073/pnas.2218834120

RIKEN calling in:
Chaotic dynamics in the brain may enable probabilistic thinking
Jul 2024, phys.org    

Even when watching a blank screen with no sound, neurons in the cortex fluctuate spontaneously. Some experiments suggest that this spontaneous activity corresponds to the brain ruminating over imagined possible scenarios—perhaps based on sensory inputs the brain has been presented with in the past, and that this activity follows chaotic dynamics.

The pair fed a computational neural network, driven by chaotic dynamics, with sensory inputs about an object's location.

"One neuron would fire for the object being in the north, another for it being in the northeast, and so on." At any one moment, because of the chaos, the firing neuron can change irregularly. But when averaged over time, the frequency of neurons firing mapped to the correct probability for the object's location.

"In our model, the ultimate probabilistic distribution is robust and gives nearly optimal results, despite the chaos."

via RIKEN: Yu Terada et al, Chaotic neural dynamics facilitate probabilistic computations through sampling, Proceedings of the National Academy of Sciences (2024). DOI: 10.1073/pnas.2312992121

Post Script: Spoken like someone who works at RIKEN: "Today's AI is very good, but it's not blowing our minds"


Exploring the evolution of social norms with a supercomputer
Aug 2024, phys.org

RIKEN meets the Max Planck Institute for Evolutionary Biology; you're in some sh** now:

Thye've created an arena of natural selection (artificial selection) for social norms, so they fight it out and see who wins. This is hard because the norms added to the model, the more complex the interactions. But that's ok, because they used RIKEN's Fugaku, one of the fastest supercomputers worldwide.

They analyzed the reputation dynamics among all 2,080 norms of a natural complexity class, the so-called "third-order norms."

The research shows that cooperative norms are difficult to sustain if the population consists of a single well-mixed community. However, if the population is subdivided into several smaller communities, cooperative norms evolve more easily.

The most successful norm in the simulations is particularly simple. It views cooperation as universally positive and defection as generally negative—except when defection is used as a means to discipline other defectors.

It suggests that the structure of a population significantly influences which social norms prevail and how durable cooperation is. 

via RIKEN Center for Computational Science and Max Planck Institute for Evolutionary Biology in Plön: Yohsuke Murase et al, Computational evolution of social norms in well-mixed and group-structured populations, Proceedings of the National Academy of Sciences (2024). DOI: 10.1073/pnas.2406885121


Sunday, January 26, 2025

The Offloading of Executive Function as Precursor to the Singularity


When they said the phone had become your exocortex, they were not kidding - the executive function of a human is being outsourced to computers (algorithms, AI, etc.); we're seeing it happen in real time. Not sure what this means for the future of humans, and not sure what the intorduction of the alphabet did in this regard, or what Socrates would have said about all this, but here we are:

(Don't forget the incentive here - with the offloading of executive control, we also offload liability.)

Internet addiction affects behavior and development of adolescents, study finds
Jun 2024, phys.org

Meta study of small groups but fMRI: 12 articles involving 237 young people aged 10–19 with a formal diagnosis of internet addiction between 2013 and 2023.

The effects of internet addiction were seen throughout multiple neural networks in the brains of adolescents. There was a mixture of increased and decreased activity in the parts of the brain that are activated when resting (the default mode network).

Meanwhile, there was an overall decrease in the functional connectivity in the parts of the brain involved in active thinking (the executive control network).

These changes were found to lead to addictive behaviors and tendencies in adolescents, as well as behavior changes associated with intellectual ability, physical coordination, mental health and development.

via University College London: Functional connectivity changes in the brain of adolescents with internet addiction: A systematic literature review of imaging studies, PLOS Mental Health (2024). DOI: 10.1371/journal.pmen.0000022



And now, speaking of executive function, it appears that the executives among us (i.e., managers) are the most at-risk and yet the most unwilling to recognize that they are squarely on the chopping block in the coming revolution:

Economist says hybrid work is a 'win-win-win' for productivity, performance and retention
Jun 2024, phys.org

Sometimes the truth is easy, not often but sometimes:

In a randomly controlled experiment on more than 1,600 workers at one of the world's largest online travel agencies, Trip.com, employees who worked from home for two days a week were just as productive and as likely to be promoted as their fully office-based peers.

On a third key measure, employee turnover, the results were also encouraging. Resignations fell by 33% among workers who shifted from working full-time in the office to a hybrid schedule. Women, non-managers, and employees with long commutes were the least likely to quit their jobs when their treks to the office were cut to three days a week. Trip.com estimates that reduced attrition saved the company millions of dollars.

Also, resignations fell only among non-managers; managers were just as likely to quit whether they were hybrid or not.

And, managers predicted on average that remote working would hurt productivity, only to change their minds by the time the experiment ended.

Opponents say that employee training and mentoring, innovation, and company culture suffer when workers are not on site five days a week, but critics often confuse hybrid for fully remote.

This suggests that problems with fully remote work arise when it's not managed well.

via Stanford Institute for Economic Policy Research: Nicholas Bloom, Hybrid working from home improves retention without damaging performance, Nature (2024). DOI: 10.1038/s41586-024-07500-2. 

Using AI to train AI: Model collapse could be coming for LLMs
Jul 2024, phys.org

The research shows that within a few generations, original content is replaced by unrelated nonsense, demonstrating the importance of using reliable data to train AI models. This is called model collapse. 

They found that feeding a model AI-generated data causes successive generations to degrade in their ability to learn, eventually leading to model collapse.

Nearly all of the recursively trained language models they tested tended to display repeating phrases. For example, a test was run using text about medieval architecture as the original input and by the ninth generation the output was a list of jackrabbits.

The authors propose that model collapse is an inevitable outcome of AI models that use training datasets created by previous generations.

via OATML Department of Computer Science University of Oxford: Ilia Shumailov et al, AI models collapse when trained on recursively generated data, Nature (2024). DOI: 10.1038/s41586-024-07566-y

Also: Emily Wenger, AI produces gibberish when trained on too much AI-generated data, Nature (2024). DOI: 10.1038/d41586-024-02355-z , doi.org/10.1038/d41586-024-02355-z

Autonomy boosts college student attendance and performance
Jul 2024, phys.org

Students were given the choice to make their own attendance mandatory. Contradicting common faculty beliefs, 90% of students in the initial study chose to do so, committing themselves to attending class reliably or to having their final grades docked. Under this "optional-mandatory attendance" policy, students came to class more reliably than students whose attendance had been mandated.

Like too many rules make the willpower weak.

via Carnegie Mellon University: Simon Cullen et al, Choosing to learn: The importance of student autonomy in higher education, Science Advances (2024). DOI: 10.1126/sciadv.ado6759


Breaking MAD: Generative AI could break the internet
Jul 2024, phys.org

Model Autophagy Disorder (MAD) by analogy to mad cow disease. Auto phage means eating yourself.

First peer-reviewed work on AI autophagy:

"The problems arise when this synthetic data training is, inevitably, repeated, forming a kind of a feedback loop--what we call an autophagous or 'self-consuming' loop," said Richard Baraniuk, Rice's C. Sidney Burrus Professor of Electrical and Computer Engineering. "Our group has worked extensively on such feedback loops, and the bad news is that even after a few generations of such training, the new models can become irreparably corrupted. This has been termed 'model collapse' by some--most recently by colleagues in the field in the context of large language models (LLMs). We, however, find the term 'Model Autophagy Disorder' (MAD) more apt, by analogy to mad cow disease."

via Rice University Digital Signal Processing group: Self-Consuming Generative Models Go MAD. Sina Alemohammad et al. https://doi.org/10.48550/arXiv.2307.01850

Post Script: Contemplate the possibility of us having to rebuild the internet from scratch and on purpose, so like there will be literally armies of artists, writers and musicians, etc., who's sole job is to create authentic, original training data. (Idea stolen from artist Ben Grosser)


And on the other hand:
A person's intelligence limits their computer proficiency more than previously thought, say researchers
Sep 2024, phys.org

"Everyday user interfaces have simply become too complex to use."

"It is clear that differences between individuals cannot be eliminated simply by means of training; in the future, user interfaces need to be streamlined for simpler use. This age-old goal has been forgotten at some point, and awkwardly designed interfaces have become a driver for the digital divide. We cannot promote a deeper and more equal use of computers in society unless we solve this basic problem."

"However, the research findings also show that age remains the most important factor in how well an individual can use applications. Older people clearly took more time to complete their tasks, and they also felt that the assignments were more burdensome."

via Aalto University Department of Information and Communications Engineering and the University of Helsinki Department of Psychology:  Erik Lintunen et al, Cognitive abilities predict performance in everyday computer tasks, International Journal of Human-Computer Studies (2024). DOI: 10.1016/j.ijhcs.2024.103354

Post Script on too much executive function!?
Research AI model unexpectedly modified its own code to extend runtime
Aug 2024, Ars Technica

"The AI Scientist automates the entire research lifecycle. From generating novel research ideas, writing any necessary code, and executing experiments, to summarizing experimental results, visualizing them, and presenting its findings in a full scientific manuscript." It's run by Tokyo-based AI research firm Sakana AI.

"In one run, it edited the code to perform a system call to run itself," wrote the researchers on Sakana AI's blog post. "This led to the script endlessly calling itself. In another case, its experiments took too long to complete, hitting our timeout limit. Instead of making its code run faster, it simply tried to modify its own code to extend the timeout period."
Nice.

Post Post Script, on Automation and the Illusion of Control
Partial automated driving systems don’t make driving safer, study finds
Jul 2024, Ars Technica

Whatever you do, don't read this sentence: "Everything we’re seeing tells us that partial automation is a convenience feature like power windows or heated seats rather than a safety technology," said David Harkey, president of the Insurance Institute for Highway Safety.


Saturday, January 25, 2025

Peak Climate Confusion


There's a lot happening in the climate news, but Network Address is less interested in the facts, and more interested in the meta-facts, like how many superlatives an article uses, or how many new words have to be coined in order to keep track of what the heck is going on, or just cases where the weather centers monitoring disasters are themselves in the disaster zone, or maybe just outer space observatories that were never meant to be weather stations yet provide more accurate data than actual weather stations. It's all in there:

But first! More examples of scientists saying the word "crazy"
Hurricane Beryl supercharged by ‘crazy’ ocean temperatures, experts say
Jul 2024, The Guardian

“In the Caribbean Sea it has actually been warmer than its usual peak since mid-May, which is absolutely crazy,” said McNoldy. “If the ocean already looks like it’s the peak of hurricane season, we are going to get peak hurricanes.” [Not just crazy but absolutely crazy.]



Shipping emissions regulations enacted in 2020 improved air quality but accelerated warming
Aug 2024, phys.org

Regulations put into effect in 2020 by the International Maritime Organization required a roughly 80% reduction in the sulfur content of shipping fuel used globally.

They scanned over a million satellite images and quantified the declining count of ship tracks, estimating a 25 to 50% reduction in visible tracks. Where the cloud count was down, the degree of warming was generally up.

Further work by the authors simulated the effects of the ship aerosols in three climate models and compared the cloud changes to observed cloud and temperature changes since 2020. Roughly half of the potential warming from the shipping emission changes materialized in just four years, according to the new work. In the near future, more warming is likely to follow as the climate response continues unfolding. (Although it is noted that the magnitude of warming in 2023 is too significant to be attributed to the emissions change alone, according to their findings.)

via Department of Energy's Pacific Northwest National Laboratory: A. Gettelman et al, Has Reducing Ship Emissions Brought Forward Global Warming?, Geophysical Research Letters (2024). DOI: 10.1029/2024GL109077


Say something about the speed of new word occurrence in a general field as related to a kind of turbulence or unpredictability or some kind of measurement of entropy in a system: 

Mexico counting dead from 'zombie storm' John
Sep 2024, BBC News

The term "zombie storm" was first used by meteorologists from the US National Weather Service in 2020 to describe a storm which dissipates only to regenerate again.

This storm hit Mexico's Pacific Coast, then dissipated over the mountains before regaining strength over the waters of the Pacific and hitting the Mexican coast a second time.


We’re only beginning to understand the historic nature of Helene’s flooding
Sep 2024, Eric Berger for Ars Technica

The National Climatic Data Center maintains the world's largest climate data archive and provides historical perspective to put present-day weather conditions and natural disasters into context in a warming world due to climate change.

Unfortunately, the National Climatic Data Center is based in Asheville, North Carolina. As I write this, the center's website remains offline. That's because Asheville, a city in North Carolina's Blue Ridge Mountains, is the epicenter of catastrophic flooding from Hurricane Helene that has played out over the last week. The climate data facility is inoperable because water and electricity services in the region have entirely broken down due to flooding.

N.J. weather - Is this our driest October ever?
Oct 2024, nj.com

So many superlatives:
If our long streak of dry weather continues, this not only will turn out to be the driest October in most areas of New Jersey — but also the driest of any month on record.

If the month ended today, this would be the driest October ever recorded in the Newark, Trenton and Atlantic City areas, as well as New York City and Philadelphia.

It also would be number one for the least amount of rain to fall from the sky in any month of any year — not just October, according to the weather data.


Observatory finds local 1.1 ºC increase in 20 years, twice as much as predicted by climate models
Oct 2024, phys.org

Surprise - At the observatory, the weather station has sent data on temperature, relative humidity, atmospheric pressure and wind speed and direction every two seconds for the past twenty years. "The station was built with the intention to have some guidance for telescope operations, not to characterize local weather professionally, let alone the effects of climate change on the measured parameters. But the fact that they were relatively low-cost devices has been an advantage, since they had to be changed and recalibrated every two years or so, which has favored the reliability of the data and greatly limited the effects of long-term sensor drifts, which are difficult to detect."

But alas - The experimental data obtained show an increase of 1.1ºC over the past 20 years, i.e., 0.55ºC per decade. This is more than double the increase predicted by climate models for the same area, and even more than expected for the next 20 years.

via Department of Physics of the Autonomous University of Barcelona and the Roque de los Muchachos  Observatory: Markus Gaug et al, Detailed analysis of local climate at the CTAO-North site on La Palma from 20 yr of MAGIC weather station data, Monthly Notices of the Royal Astronomical Society (2024). DOI: 10.1093/mnras/stae2214


'Doomsday' Antarctic glacier melting faster than expected, fueling calls for geoengineering
Nov 2024, phys.org

This is about glacial geoengineering not just the "regular kind" (i.e., stratospheric injection)

One example - creating a giant submarine curtain that would at least partially prevent warm tidal currents from reaching the glacier ice. 

via the Columbia University Climate School


Unexplained heat-wave 'hotspots' are popping up across the globe
Nov 2024, phys.org

Just here for the ad copy:

Distinct regions are seeing repeated heat waves that are so extreme, they fall far beyond what any model of global warming can predict or explain.

For instance, a nine-day wave that hammered the U.S. Pacific Northwest and southwestern Canada in June 2021 broke daily records in some locales by 30°C, or 54°F. This included the highest ever temperature recorded in Canada, 121.3°F, in Lytton, British Columbia. The town burned to the ground the next day ... .

via Columbia Climate School's Lamont-Doherty Earth Observatory: Kai Kornhuber et al, Global emergence of regional heatwave hotspots outpaces climate model simulations, Proceedings of the National Academy of Sciences (2024). DOI: 10.1073/pnas.2411258121

You know we're having a problem making sense of what's happening with the climate when we're willing to take into consideration the quantum effects of water:

Quantum mechanism identified as a key to accelerating ocean temperatures
Nov 2024, phys.org

Professor Smith said the apparent role of non-thermal energy in accelerating ocean temperatures now needs to be factored into climate models:

"When ocean water is heated by radiation from the sun and the sky it stores energy not only as heat, but as hybrid pairs of photons coupled to oscillating water molecules.

"These pairs are a natural form of quantum information, different to the information researchers are pursuing in the development of quantum computing. This extra store of energy has always been present and aided ocean thermal stability prior to 1960.

"But now the average heat dissipated overnight from each day's heating is no longer stable as extra heat input from Earth's atmosphere raises both forms of stored energy [including the quantum energy described above]."

via University of Technology Sydney: G B Smith, A many-body quantum model is proposed as the mechanism responsible for accelerating rates of heat uptake by oceans as anthropogenic heat inputs rise, Journal of Physics Communications (2024). DOI: 10.1088/2399-6528/ad8f11


On the heels of recent concern over the use of the word "tipping point" as having become kind of useless, and the scientific community is asking to stop using the word because it's confusing and counterproductive:

Rapid surge in global warming mainly due to reduced planetary albedo, researchers suggest
Dec 2024, phys.org

Far worse than expected - not only is it yes to the shipping sulfur aerosols, but also the warming itself is doing this, which means we've passed the tipping point (decades early).

"The 0.2-degree-Celsius 'explanation gap' for 2023 is currently one of the most intensely discussed questions in climate research."

One trend appears to have significantly affected the reduced planetary albedo: the decline in low-altitude clouds in the northern mid-latitudes and the tropics. In this regard, the Atlantic particularly stands out, i.e., exactly the same region where the most unusual temperature records were observed in 2023. [Albedo being the reflection of sunlight back off the earth, so that it never accumulates as heat.]

"It's conspicuous that the eastern North Atlantic, which is one of the main drivers of the latest jump in global mean temperature, was characterized by a substantial decline in low-altitude clouds not just in 2023, but also—like almost all of the Atlantic—in the past 10 years." 

It appears global warming itself is reducing the number of low clouds.

"If a large part of the decline in albedo is indeed due to feedbacks between global warming and low clouds, as some climate models indicate, we should expect rather intense warming in the future. We could see global long-term climate warming exceeding 1.5 degrees Celsius sooner than expected to date."

via Alfred Wegener Institute, Helmholtz Center for Polar and Marine Research, and European Center for Medium-Range Weather Forecasts: Helge F. Goessling, Recent global temperature surge intensified by record-low planetary albedo, Science (2024). DOI: 10.1126/science.adq7280.

Friday, January 24, 2025

Give Me Some Skin


Nope nope nope.

Faces made of living skin make robots smile
Jun 2024, BBC News

Tokyo University makes Face on a Chip (see the above image) - The trick the team employed was to use a special collagen gel for adhesion, which is naturally viscous so difficult to feed into the minuscule perforations. But using a common technique for plastic adhesion called plasma treatment, they managed to coax the collagen into the fine structures of the perforations while also holding the skin close to the surface in question.

Something like a face-on-a-chip could be useful in research into skin aging, cosmetics, surgical procedures, plastic surgery and more. (Follow the link and watch it move.)

via Tokyo Universty: M. Kawai, M. Nie, H. Oda, S. Takeuchi. Perforation-type anchors inspired by skin ligament for robotic face covered with living skin, Cell Reports Physical Science (2024). DOI: 10.1016/j.xcrp.2024.102066. 


Scientists create 'living bioelectronics' that can sense and heal skin
May 2024, phys.org

They made a new kind of bioelectronics that uses not just the electronics and a soft layer to make them less irritating to the body, but now a layer of living cells made of a gel from tapioca starch and gelatin, with S. epidermidis microbes tucked in. S. epidermidis microbes secrete compounds that reduce inflammation. 

via University of Chicago: iuyun Shi et al, Active biointegrated living electronics for managing inflammation, Science (2024). DOI: 10.1126/science.adl1102


Rewritable, recyclable 'smart skin' monitors biological signals on demand
May 2024, phys.org

The researchers made an adhesive composite with molecules called polyimide powders that add strength and heat resistance and amine-based ethoxylated polyethylenimine - a type of polymer that can modify conductive materials - dispersed in a silicone elastomer (rubber) to monitor the pH value, glucose and lactate concentrations in sweat as well as detecting via finger prick blood draws. It can also be reprogrammed to monitor heart rate, nerve performance and sweat glucose concentrations in real time.

via Pennsylvania State University College of Engineering: Jia Zhu et al, Direct Laser Processing and Functionalizing PI/PDMS Composites for an On‐Demand, Programmable, Recyclable Device Platform, Advanced Materials (2024). DOI: 10.1002/adma.202400236


New electronic skin mimics human touch with 3D architecture
Jun 2024, phys.org

3DAE-Skin

via Tsinghua University: Zhi Liu et al, A three-dimensionally architected electronic skin mimicking human mechanosensation, Science (2024). DOI: 10.1126/science.adk5556

Thursday, January 23, 2025

Eyeballs and Things


Get your eyeballs ready, they have competition:

Eyes of tomorrow: Smart contact lenses lead the way for human-machine interaction
May 2024, phys.org

They put RFID tags in the contact lens and that's it, like the reverse Wii remote DIY smartboard projector circa 2011.

via College of Engineering and Applied Sciences at Nanjing University: Hengtian Zhu et al, Frequency-encoded eye tracking smart contact lens for human–machine interaction, Nature Communications (2024). DOI: 10.1038/s41467-024-47851-y



New flexible film detects eyelash proximity in blink-tracking glasses
May 2024, phys.org

They are seeing with static electricity: "Non contact sensor" - can identify or measure an object without directly touching it, like infrared thermometers and vehicle proximity notification systems, using static electricity via fluorinated ethylene propylene which produces an external electrostatic field that can "see" objects without physical contact.

via Shanghai Key Laboratory for Intelligent Sensing and Detection Technology at East China University of Science and Technology: Facile Electret-Based Self-Powered Soft Sensor for Noncontact Positioning and Information Translation, ACS Applied Materials & Interfaces (2024). DOI: 10.1021/acsami.4c02741


AI headphones let wearer listen to a single person in a crowd by looking at them just once
May 2024, phys.org

"Target Speech Hearing" - wear the headphones and look at a person speaking for three to five seconds to "enroll" them. The system then cancels all other sounds in the environment and plays just the enrolled speaker's voice in real time. The sound waves from the speaker's voice reach the microphones on both sides of the headset simultaneously, and that's how works.

via University of Washington: Bandhav Veluri et al, Look Once to Hear: Target Speech Hearing with Noisy Examples, Proceedings of the CHI Conference on Human Factors in Computing Systems (2024). DOI: 10.1145/3613904.3642057 , dl.acm.org/doi/10.1145/3613904.3642057


Cutting-edge vision chip brings human eye-like perception to machines
Jun 2024, phys.org

This approach decomposes visual information into primitive-based visual representations. By combining these primitives, it mimics the features of the human visual system. (The "Tianmouc chip" achieves high-speed visual information acquisition at 10,000 frames per second, 10-bit precision, and a high dynamic range of 130 dB, all while reducing bandwidth by 90% and maintaining low power consumption.) 

via Tsinghua University Center for Brain Inspired Computing Research: Zheyu Yang et al, A vision chip with complementary pathways for open-world sensing, Nature (2024). DOI: 10.1038/s41586-024-07358-4


You're just a stick figure to this camera - a new camera to prevent companies from collecting private information
Jul 2024, phys.org

PrivacyLens uses both a standard video camera and a heat-sensing camera to spot people in images from their body temperature. The person's likeness is then completely replaced by a generic stick figure, allowing the camera to function without revealing the identity of the person.

via University of Michigan: Yasha Iravantchi et al, PrivacyLens: On-Device PII Removal from RGB Images using Thermally-Enhanced Sensing, Proceedings on Privacy Enhancing Technologies (2024). DOI: 10.56553/popets-2024-0146


Ultra-high speed camera for molecules: Attosecond spectroscopy captures electron transfer dynamics
Sep 2024, phys.org

Ultrashort ultraviolet pulses from high-order harmonic sources or free electron laser facilities stand as powerful tools for initiating and observing the response of molecules to photoionization, on timescales ranging from the femtosecond (10-15 seconds) down to the attosecond (10-18 seconds). 

via Madrid Institute for Advanced Studies in Nanoscience, Autonomous University and Complutense University of Madrid: Federico Vismarra et al. Few-femtosecond electron transfer dynamics in photoionized donor–π–acceptor molecules. Nature Chemistry (2024). DOI: 10.1038/s41557-024-01620-y