Monday, March 14, 2022

Look Mom No Data


AKA From Deep Learning to Deep Reasoning

DRNets can solve Sudoku, speed scientific discovery
Sep 2021, phys.org

You can teach a machine to recognize a dog by showing it 1,000 pictures of dogs, Gomes said, but scientific discovery is not like that.

"You are not going to have lots and lots of labeled data," she said. "And in general, the examples you have are not exactly what you are looking for, but then you reason about what you know scientifically about the domain, and you can infer new knowledge."

Key to DRNets is the idea of an "interpretable latent space." Basically, it gives DRNets the ability to reason about the constraints of the domain—in this case materials science—from input data.

They started with Sudoku -- de-mixing overlapping handwritten Sudoku puzzles—grids. The computer had to separate the puzzles into two solved Sudokus, without any training data, which it was able to achieve with close to 100% accuracy.

The researchers then put DRNets to work on a real-world problem: automating crystal-structure phase mapping of solar-fuels materials, using X-ray diffraction (XRD) patterns. Crystal-structure phase mapping involves separating the source XRD signals of the desired crystal structures from "noisy" mixtures of XRD patterns, a task for which labeled training data are typically not available. ... DRNets was able to identify and separate a total of 13 crystal phases (single-phase materials) in 19 unique mixtures of the single-phase materials. ... DRNets' findings, verified using manual analysis, enable the discovery of complex mixtures of crystalline materials that convert solar energy into storable solar chemical fuels.

via Cornell University: Di Chen et al, Automating crystal-structure phase mapping by combining deep learning with constraint reasoning, Nature Machine Intelligence (2021). DOI: 10.1038/s42256-021-00384-1


Programmable Matter and Ubiquitous Intelligence


Intelligence is going to be embedded in everything -- smart clothes, smart furniture, smart air.

I still think of a computer as a piece of hardware, a metal box with "electronics" inside. But if you told me that a cup of water could also be a computer, I'd have a hard time imagining that. It's one of those paradigm shifts that separates us from the future. Like if you just discovered fire, but then someone tells you there's another way to "cook" food in the slow fire of fermentation.

You would realize that food is cooking all the time, without our intervention. We just learned how to control it. 

If I try to imagine that a river can be a computer, it's hard. You mean the weather itself can be a computer that we can then use to forecast the weather? Yes, something like that, but not really (Gödel might want a word). 

Image credit: Efoia via Fractal Forums - Pseudo-kleinian folded with sphere inversion rendered in Oak Fractal Sandbox with Monte Carlo path tracing - 2017 [link]


How simple liquids like water can perform complex calculations
Jan 2022, phys.org

Reservoir computing is a relatively recent idea in computing. Instead of traditional binary programs run on semiconductor chips, the reactions of a nonlinear dynamical system—the reservoir—are used to perform much of the calculation. Various nonlinear dynamical systems from quantum processes to optical laser components have been considered as reservoirs.

"It turns out that deionized water is best for solving second-order nonlinear problems." The good performance of these solutions demonstrates their potential for more complicated tasks, such as handwriting font recognition, isolated word recognition, and other classification tasks", says Professor Akai-Kasaya.


I'm having visions of Stanislaw Lem's Solaris (1961), which featured an extra-terrestial intelligent terrestrial, aka a planetary superorganism. Considering that Lem intended to explore "the limitations of human rationality", I imagine he would enjoy seeing this branch of science develop.

via Osaka University: Shaohua Kan et al, Physical Implementation of Reservoir Computing through Electrochemical Reaction, Advanced Science (2021). DOI: 10.1002/advs.202104076


Researchers find a single-celled slime mold with no nervous system that remembers food locations
Feb 2021, phys.org

The researchers discovered that the organism weaves memories of food encounters directly into the architecture of the network-like body and uses the stored information when making future decisions.

"Past feeding events are embedded in the hierarchy of tube diameters, specifically in the arrangement of thick and thin tubes in the network," says Mirna Kramar, first author of the study. 

via Max Planck Institute for Dynamics and Self-Organization and Technical University of Munich: Mirna Kramar et al. Encoding memory in tube diameter hierarchy of living flow network, Proceedings of the National Academy of Sciences (2021). DOI: 10.1073/pnas.2007815118


Thinking without a brain - Studies in brainless slime molds reveal that they use physical cues to decide where to grow
Jul 2021, phys.org

Physarum polycephalum uses its body to sense mechanical cues in its surrounding environment, and performs computations similar to what we call "thinking".

via Wyss Institute at Harvard University and the Allen Discovery Center at Tufts University: Advanced Materials (2021). DOI: 10.1002/adma.202008161

Sunday, March 13, 2022

Quantum Heartbeat Encryption


AKA - Diamonds Are For Growing

Image credit: Random twists between layers of crystalline sheets - Neuroncollective dotcom, Daniel Spacek, Pavel Jirak, Chalmers University - 2021 [link]

Rounding up some common topics here, a meditation on the future of computing and ubiquitous intelligence -- quantum lasers, liquid crystals, optical lattices, photon traps, nanosandwiches; it's hard to keep track -- 


The modern world is fast becoming a wireless, infrared world
June 2020, phys.org

Steerable, narrow infrared beams sending large amounts of data to individual user devices sounds like a solution to the limits of radio-based wifi: Optical wireless communications, which use optical wavelengths over a wide spectral range from a few hundred nanometers to a few micrometers that includes visible and infrared radiation. Ton Koonen and researchers at the Institute for Photonic Integration are designing prototype systems with a capacity of more than two thousand times that of current shared WiFi systems. 

via Eindhoven University of Technology, Institute for Photonic Integration: Ton Koonen et al. Ultra-high-capacity wireless communication by means of steered narrow optical beams, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences (2020). DOI: 10.1098/rsta.2019.0192


Researchers trap electrons to create elusive crystal
Nov 2020, phys.org

Cornell researchers stacked two-dimensional semiconductors [monolayers of tungsten disulfide (WS2) and tungsten diselenide (WSe2)] to create a moiré superlattice structure that traps electrons in a repeating pattern, ultimately forming the long-hypothesized Wigner crystal.

via Cornell University's College of Arts and Sciences, College of Engineering, and the Kavli Institute at Cornell for Nanoscale Science: Yang Xu et al. Correlated insulating states at fractional fillings of moiré superlattices, Nature (2020). DOI: 10.1038/s41586-020-2868-6


Diamonds are not just for jewelry anymore
Dec 2020, phys.org

When it comes to the semiconductor industry, silicon has reigned as king in the electronics field, but it is coming to the end of its physical limits.

To more effectively power the electrical grid, locomotives and even electric cars, Lawrence Livermore National Laboratory (LLNL) scientists are turning to diamond as an ultra-wide bandgap semiconductor.

Diamond has been shown to have superior carrier mobility, break down electric field and thermal conductivity, the most important properties to power electronic devices. It became especially desirable after the development of a chemical vapor deposition (CVD) process for growth of high-quality single crystals.

via Lawrence Livermore National Laboratory: P. Grivickas et al. Carrier recombination and diffusion in high-purity diamond after electron irradiation and annealing, Applied Physics Letters (2020). DOI: 10.1063/5.0028363


Advent of the 3-D diamond valleytronic transistor
Feb 2021, phys.org

Not many people are aware of it, but diamond is actually a wide-bandgap semiconductor with many extremely good properties, such as high thermal conductivity, high breakdown field, high carrier mobilities and chemical inertness. These properties, together with the possibility to synthesize high-purity, single-crystalline diamond make it a very interesting material and a candidate for use in power electronics. The low impurity concentration achieved when fabricating diamond, together with its rigid lattice, cause it to exhibit a uniquely low scattering rate, especially at low temperatures. For this reason, electrons tend to remain in a defined valley and it is then possible to observe valley-polarized electron ensembles, which we have previously proven to exist.

via Uppsala university, Sweden, and Element Six, U.K.: Nattakarn Suntornwipat et al., "A Valleytronic Diamond Transistor: Electrostatic Control of Valley Currents and Charge-State Manipulation of NV Centers", Nano Letters 21, (1), 868-874 (2021), dx.doi.org/10.1021/acs.nanolett.0c04712

Image credit: Soliton spectral interference patterns - Moritz B. Heindl University of Bayreuth - 2021

Scientists create liquid crystals that look a lot like their solid counterparts
Feb 2021, phys.org

May one day lead to new types of smart windows and television or computer displays that can bend and control light.

via University of Colorado at Boulder: Wensink, H.H. et al. Thermally reconfigurable monoclinic nematic colloidal fluids. Nature 590, 268–274 (2021). doi.org/10.1038/s41586-021-03249-0


Using new quantum computing architectures to create time crystals
Nov 2021, phys.org

Just time crystals

via University of California - Berkeley: J. Randall et al, Many-body-localized discrete time crystal with a programmable spin-based quantum simulator, Science (2021). DOI: 10.1126/science.abk0603

A. Kyprianidis et al, Observation of a prethermal discrete time crystal, Science (2021). DOI: 10.1126/science.abg8102

Norman Y. Yao et al, Time crystals in periodically driven systems, Physics Today (2018). DOI: 10.1063/PT.3.4020


Fluorescent nanodiamonds successfully injected into living cells
Mar 2021, phys.org

"Biocampatible" they say.
And for diagnostic purposes.

via Lund University: Elke Hebisch et al. Nanostraw‐Assisted Cellular Injection of Fluorescent Nanodiamonds via Direct Membrane Opening, Small (2021). DOI: 10.1002/smll.202006421

Image credit: Quantum Computer - MIT Computer Science & Artificial Intelligence Lab - 2022

New invention keeps qubits of light stable at room temperature
June 2021, phys.org

Room temperature is always good.
"Right now, we produce the qubits of light at a low rate, one photon per second, while cooled systems can produce millions in the same amount of time. But we believe there are important advantages to this new technology and that we can overcome this challenge in time," Eugene concludes.

via University of Copenhagen: Karsten B. Dideriksen et al, Room-temperature single-photon source with near-millisecond built-in memory, Nature Communications (2021). DOI: 10.1038/s41467-021-24033-8


Team develops quantum simulator with 256 qubits, largest of its kind ever created
Jul 2021, phys.org

"Optical tweezer beams"

via Harvard: Sepehr Ebadi et al, Quantum phases of matter on a 256-atom programmable quantum simulator, Nature (2021). DOI: 10.1038/s41586-021-03582-4


Optical levitation of glass nanosphere enables quantum control
Jul 2021, phys.org

Researchers at ETH Zurich have trapped a tiny sphere measuring a hundred nanometres using light and slowed down its motion to the lowest quantum mechanical state. This technique could help researchers to study quantum effects in macroscopic objects and build extremely sensitive sensors.

via ETH Zurich: Felix Tebbenjohanns et al, Quantum control of a nanoparticle optically levitated in cryogenic free space, Nature (2021). DOI: 10.1038/s41586-021-03617-w


Quantum laser turns energy loss into gain
Jul 2021, phys.org

Laser system that generates highly interactive quantum particles at room temperature. 

via The Korea Advanced Institute of Science and Technology: Hyun Gyu Song et al, Room-temperature polaritonic non-Hermitian system with single microcavity, Nature Photonics (2021). DOI: 10.1038/s41566-021-00820-z


Chinese achieve new milestone with 56 qubit computer
Jul 2021, phys.org

2D programable computer called Zuchongzhi

via University of Science and Technology of China: Strong quantum computational advantage using a superconducting quantum processor, arXiv:2106.14734 [quant-ph] arxiv.org/abs/2106.14734


Implementing a 46-node quantum metropolitan area network
Oct 2021, phys.org

Cool and everything, but this part stands out -- 

To join the network, a new user first had to send a heartbeat frame from their QKD (quantum key distribution) device to the key management server for authentication to then cue the device to generate keys. 

via Hefei National Laboratory for Physical Sciences at Microscale and Department of Modern Physics, University of Science and Technology of China: Teng-Yun Chen et al, Implementation of a 46-node quantum metropolitan area network, npj Quantum Information (2021). DOI: 10.1038/s41534-021-00474-3

And: Sebastian Nauerth et al, Air-to-ground quantum communication, Nature Photonics (2013). DOI: 10.1038/nphoton.2013.46


Two Chinese teams claim to have reached primacy with quantum computers
Oct 2021, phys.org

56 cubits

via Hefei National Laboratory for Physical Sciences at the University of Science and Technology of China: Han-Sen Zhong et al, Phase-Programmable Gaussian Boson Sampling Using Stimulated Squeezed Light, Physical Review Letters (2021). DOI: 10.1103/PhysRevLett.127.180502


A potential hangup for quantum computing - Cosmic rays
Dec 2021, Ars Technica

It makes error correction not work, which makes quantum computers not work. 

via University of California, Santa Barbara, and Google Quantum AI: Resolving catastrophic error bursts from cosmic rays in large arrays of superconducting qubits. Nature Physics, 2021. DOI: 10.1038/s41567-021-01432-8 


Tiny probes could sail to outer planets with the help of low-power lasers
Feb 2022, phys.org

Just space lasers -- I saw this on Sir Isaac Arthur's show, and it's become the default no-brainer when I try to imagine what space travel will be like. Why carry your fuel with you when you can keep it right here on Earth?

via American Chemical Society: Ho-Ting Tung et al, Low-Power Laser Sailing for Fast-Transit Space Flight, Nano Letters (2022). DOI: 10.1021/acs.nanolett.1c04188


Researchers set record by preserving quantum states for more than 5 seconds
Feb 2022, phys.org

via U.S. Department of Energy's (DOE) Argonne National Laboratory and the University of Chicago: Christopher P. Anderson et al, Five-second coherence of a single spin with single-shot readout in silicon carbide, Science Advances (2022). DOI: 10.1126/sciadv.abm5912


Researchers show how to make a 'computer' out of liquid crystals
Mar 2022, phys.org

Liquid crystals (yes, like LCD screens) are weird because their molecules are ordered like in a diamond crystal, yet they move around. So they have this property -- "the ordered regions bump up against each other and their orientations don't quite match, creating what scientists call "topological defects."

Scientists think these defects can carry information. And it looks like they're right -- they can create "the elementary building blocks of a circuit—gates, amplifiers, and conductors".

via University of Chicago Pritzker School of Molecular Engineering and Argonne National Laboratory: Rui Zhang et al, Logic operations with active topological defects, Science Advances (2022). DOI: 10.1126/sciadv.abg9060

Thursday, October 14, 2021

Your Brain is a Prediction Machine


AKA Your Brain on Music

First, some sound tech:
Surround sound from lightweight roll-to-roll printed loudspeaker paper
Jan 2021, phys.org

Sonorous paper loudspeakers: "Ordinary paper or foils are printed with two layers of a conductive organic polymer as electrodes. A piezoelectric layer is sandwiched between them as the active element, which causes the paper or film to vibrate. Loud and clear sound is produced by air displacement.

via Chemnitz University of Technology: Georg C. Schmidt et al. Paper‐Embedded Roll‐to‐Roll Mass Printed Piezoelectric Transducers, Advanced Materials (2021). DOI: 10.1002/adma.202006437


Next, some music science:
Hit songs rely on increasing “harmonic surprise” to hook listeners, study finds
Aug 2021, Ars Technica

The end result is what the authors call "Inflationary-Surprise Hypothesis," which makes music (and all art, and all culture we would assume) to have more surprise over time. And so if you're kind of old, and you think the music of today sucks, and it's annoying, stupid, and makes no sense, then you're probably right. 

In other words, when a song "constantly defies the listener's expectations throughout", that's what you want to hear. Or, from the paper itself, you could say "human perception of tonality is influenced by exposure."

We heard this a long time ago when Leonard Meyer said it --

"A culture, like a musical style, is a learned probability system.” (p17, footnote 21)
-Music, the Arts and Ideas. Leonard B. Meyer, U. of Chicago, 1967

Or take a look at this infographic, titled The Anatomy of a Joke.

What to Expect When the Unexpected Becomes Expected: Harmonic Surprise and Preference Over Time in Popular Music. Front. Hum. Neurosci., 30 April 2021. https://doi.org/10.3389/fnhum.2021.578644


And more of the same:
The brain's 'prediction machine' anticipates the future when listening to music
Aug 2021, phys.org

When a musical phrase has an unresolved or uncertain quality about it our brains automatically predict how the melody will end. ... Like a sentence, a musical phrase is a coherent and complete part of a larger whole, but it may end with some uncertainty about what comes next in the melody. The new research shows that listeners use these moments of uncertainty, or high entropy, to determine where one phrase ends and another begins. ... The participants judged melodies that ended on high-entropy tones to be more complete—and lingered on them longer.

"This study shows that humans harness the statistical properties of the world around them not only to predict what is likely to happen next, but also to parse streams of complex, continuous input into smaller, more manageable segments of information," said Hansen.

via Association for Psychological Science: Niels Chr. Hansen et al, Predictive Uncertainty Underlies Auditory Boundary Perception, Psychological Science (2021). DOI: 10.1177/0956797621997349

For your listening pleasure:
Music Circles: An interactive data visualization tool that helps users discover new music
Mar 2021, phys.org

It's an advanced music recommendation system. Try it out, called Music Circles:

via Seoul National University: Music-Circles: can music be represented with numbers? arXiv: 2102.13350 [cs.HC]. arxiv.org/abs/2102.13350


Post Script:
Taylor Swift releases a 'perfect replica' of Fearless
Apr 2021, BBC News

Up to now, I thought Taylor Swift was a good musician but more importantly a good young female role model because she handles her celebrity status so well. Now she's in the pantheon of powerful and middle-finger-wielding artists because she straight re-mastered her master copies to fuck her record owners and take back control of her own work.  

If you're not sure why this is such a big deal, see David Byrne's How Music Works (2012) for a good intro to the world of musicians, their music and their rights. 

When you make a song, and then someone uses that song in the opening scene of their superfamous blockbuster movie, somebody gets paid, but it might not be you. It depends who owns the "master copy" of that song. Even if you play your own song live, and record that, and use that in a commercial or movie, it's still the "original" master copy that gets the credit, and the money. Somebody recorded that song in a music studio and made a physical copy of the recording. The music is ephemeral and nobody can own that. The idea for the song even moreso. But that recording, on that day, in that studio, is a physical thing, and it represents all the ephemera that come after, so whoever owns the master, owns it all. 

Swift's re-mastering makes the old master copies worthless, and puts her in full control of her own work, something that rarely happens to an artist as big as her. 

Thursday, October 7, 2021

The Disease Model


That's what they call it -- Susceptible, Infected, Recovered. Disease transmission follows a fairly predictable pattern, just ask the covid epidemiologists.


It's about the way things spread within a network; nodes and links. Throw some complexity science in there, and you can model a pretty good simulation of waves of infection, where they spread, how fast. 

But it's not just diseases, which are spread by physical particles floating through the air. Behaviors follow the disease model too, and ideas, and preferences and tastes. They're spreading through people, just like diseases.

That's getting into the science of memetics though. For now, let's keep it more simple than that -- think about how you started using social media, what was your first account and who got you into it, what social networks were you a part of then?

You were being infected.

Honestly I won't even repaste any of this paper, because it does come from the Mechanical and Aerospace Engineering department, which seems weird for a paper about disease modeling. But it is from Princeton, and that department does cover some pretty crazy stuff, and some of it is partially related. It concluded that Facebook is going through humans like a wave of the Delta variant, but at the same time, losing the people who recover from the disease. They said there won't be anyone left by 2018, because everyone's either still infected, or been recovered. (Luckily for Facebook, bots are infinite!)

And would you look at that, here's Facebook being called out for misleading investors by blending their actual user numbers with those of their Single Users with Multiple Accounts, i.e., among other things, the botnet.

But long before this information was divulged under congressional testimony circa 2021, this paper, from 2014, and generated from even earlier discussions at a 2012 research symposium, predicted this already -- they followed the disease model on a social network. It makes you wonder why there weren't other studies like it:

Epidemiological modeling of online social network dynamics, John Cannarell, Joshua A. Spechler. Department of Mechanical and Aerospace Engineering, Princeton University. arxiv:1401.4208v1 [cs.SI] 17 Jan 2014. https://arxiv.org/pdf/1401.4208v1.pdf
 
Think about the last few songs you downloaded (do people still?). Where did you hear them, from who?

They infected you.

Music download patterns found to resemble infectious disease epidemic curves
Sep 2021, phys.org

"The researchers found that downloads from the site very much matched patterns of diseases spreading. With infectious diseases, one-to-one contact is needed. With songs...hundreds of people might respond by downloading it." -link

"We draw conclusions about song popularity within specific genres based on estimated SIR parameters. In particular, we argue that faster spread of preferences for Electronica songs may reflect stronger connectivity of the ‘susceptible community’, compared with the larger and broader community that listens to more common genres." -link

via McMaster Institute for Music and the Mind in Canada: Dora P. Rosati et al, Modelling song popularity asacontagious process, Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences (2021). DOI: 10.1098/rspa.2021.0457

Even ideas can be infectious. They're reproducing in our minds, after all. Memetically transmitted diseases, following the S-I-R model. Dairying was an idea that changed the genome of a lot of humans. And olfactory receptors make up the biggest family of your genome, like 2%, and they're changing all the time, and sometimes because of cultural reasons, like bacon. 

Probably the greatest example of an idea being infectious is the idea against vaccinations, because technically, under the memetic paradigm, the virus, any virus whether measles, covid, or syphilis, is figuring out how to fight the scientific advancement of vaccinations by infecting our minds with antivax thoughts -- they're evolving in more ways than one! (See below for more on this, but be careful, you may want to inoculate your brain first.)

Post Post:
If you're into this topic, prepare to go deep, very deep:
Adaptive Metamemetics, Infectious Disease Networks, and Ludwig Fleck's Thought Collectives
March 2020, Network Address

I had no idea how prescient this would be when I wrote it, but studying Ludwig Fleck prior to a global vaccination campaign wasn't a bad idea.

Post Post Script:
They don't say it but I will, claim of memetic supremacy right here:
[I call it Memetic Supremacy] Parity and time reversal elucidate both decision-making in empirical models and attractor scaling in critical Boolean networks. via Pennsylvania State University, Broad Institute, Dana-Farber Cancer Institute, Semmelweis University, and Center for Complex Network Research. Science Advances (2021). https://advances.sciencemag.org/lookup/doi/10.1126/sciadv.abf8124
 

Thursday, September 23, 2021

Deep Kuhn


Research papers that omit 'mice' from titles receive misleading media coverage
Jun 2021, phys.org

When authors of scientific papers omit the basic fact that a study was conducted in mice (and not in humans) from the article title, journalists reporting on the paper tend to do the same.

via Public Library of Science: Triunfol M, Gouveia FC (2021) What's not in the news headlines or titles of Alzheimer disease articles? #InMice. PLoS Biol 19(6): e3001260. doi.org/10.1371/journal.pbio.3001260

Thomas Kuhn wrote something about the progress of science, and how it changes by abrupt paradigm shifts and not as a series of incremental changes. Way before that, Ludwig Fleck wrote about the life cycle of ideas and how they are transmitted among scientists and other human brains. He created the term "thought collective" and wrote Genesis and Development of a Scientific Fact in 1935, although it wasn't translated to English until 1979, after Kuhn made his meteoric impact. I'm not exactly sure what any of this has to do with the way scientists title their papers, but I think it does. Language, like Science, is a lifeform, and behaves as such in the artificial arena of the human mind. 

Image credit: (This is what happens when you do an image search for "Deep Kuhn") From the company called Kuhn Farm Machinery: The 4000 Chisel Plow provides durable, economical compaction removal with a variety of shanks and point options to meet different requirements. This promotes breakdown of crop residue and allows good root development for the next crop.

Mostly Unrelated Post Script:
Scientists rename human genes to stop Microsoft Excel from misreading them as dates
Aug 2020, The Verge

HUGO (Human Genome Organisation) Gene Nomenclature Committee (HGNC), the body that names genes, has changed 27 genes to avoid being confused by Excel's default naming protocols.

For example, SEPT2 is the short name of a gene called Septin 2, but it's also the name of September 2nd, if you speak Excel. A report from 2016 found 20% of papers with these errors. Genomic data is already big data, so when you factor this erroneous name conversion, we call that dirty data.  

Gene name errors are widespread in the scientific literature. Mark Ziemann et al., Genome Biology, 2016. https://genomebiology.biomedcentral.com/articles/10.1186/s13059-016-1044-7

Friday, September 17, 2021

What Were You Thinking


Brains are complicated, and no matter how much we think we know, there always seems to be more. 

Do we know what we want in a romantic partner - No more than a random stranger would, study says
Jul 2020, phys.org

This is similar to the horoscope joke where a sneaky professor distributes a customized personality profile to each student based on their birthdays (which he looked up and printed out in advance of this class), and then asks the students to score the profiles based on their accuracy. But then it turns out that he passed out the same profile to everyone, and it was written in a way that was  ambiguous enough to apply to everyone (and also flattering enough to disarm your bullshit detector),  so everyone scores the profile really high, like, "wow, this totally describes me perfectly!"

It's called the Barnum effect, and it was named after the circus director, by a psychologist, to describe the "pseudo-successful" effects of certain psychological tests.

Here's some examples, called Barnum statements ,and taken from Bertram Forer, the guy who made this famous. Maybe you can start your own horoscope column, or use them on your next date:

  • You have a great need for other people to like and admire you.
  • You have a tendency to be critical of yourself.
  • You have a great deal of unused capacity which you have not turned to your advantage.
  • While you have some personality weaknesses, you are generally able to compensate for them.
  • Your sexual adjustment has presented problems for you.
  • Disciplined and self-controlled outside, you tend to be worrisome and insecure inside.
  • At times you have serious doubts as to whether you have made the right decision or done the right thing.
  • You prefer a certain amount of change and variety and become dissatisfied when hemmed in by restrictions and limitations.
  • You pride yourself as an independent thinker and do not accept others' statements without satisfactory proof.
  • You have found it unwise to be too frank in revealing yourself to others.
  • At times you are extroverted, affable, sociable, while at other times you are introverted, wary, reserved.
  • Some of your aspirations tend to be pretty unrealistic.
  • Security is one of your major goals in life.

Human brain replays new memories at 20 times the speed during waking rest
Jun 2021, phys.org

The fact that we can see "neural replays" is nuts, no?

Also note that this 20x replay speed happens as an essential part of learning, and takes place particularly during breaks from learning. 

via National Institute of Neurological Disorders and Stroke: Cell Reports, Buch et al.: "Consolidation of human skill linked to waking hippocampo-neocortical replay" DOI: 10.1016/j.celrep.2021.109193

A redundant modular network supports proper brain communication
Jul 2021, phys.org

The truth about how memory works keeps getting more and more complicated: "Li and his colleagues were able to see that each hemisphere of the brain has a separate representation of a memory."

And because this is the phrase I'm looking for every day as I read these news briefs: "What they found was unexpected." (see these two other recent examples, one where they found a bacteria that eats metal, and which was accidentally left lying around during the first wave lockdown, and this other one where they found out that electromagnetic waves cure cancer and diabetes because one scientist borrowed another scientist's mice, and he was working on EMF exposure, and she was working on blood sugar.)

via Baylor College of Medicine:  Guang Chen et al, Modularity and robustness of frontal cortical networks, Cell (2021). DOI: 10.1016/j.cell.2021.05.026

Image credit: Holocene - Paul Griffitts Fractal Forums - 2017