Thursday, January 14, 2021

Hear Ye


Network of sounds - New research reveals the magic secret of human networks
Aug 2020, phys.org

On Synchronization, and human synchronization in particular:

There's a bunch of violinists in the room, all with head phones on. They all hear their own violin, as well as those of others. But each person is connected to only some of the others, creating a complex communication network, think of a criss-crossing links-and-nodes graph. But then, they slow down some of the connections, so there is no universal timing for the music they play. Instead, they fall in and out of sync with each other, depending on who they're connected to.

And then, they delay all the players, making it impossible to sync with anyone, and so each player ends up cancelling-out what they hear from all but one, so they can try to sync with that one person. 

The main point of doing all this is so you can watch how people shift their attention from one player to the other, by the speed at which they're playing. (I think). And that means that ultimately, we can now study how a network functions when each node has it's own decision-making ability. A highway network full of autonomous car nodes, or a social network full of infobot nodes, or a society spreading a pandemic, of course. 

via the Weizmann Institute, along with Stony Brook: Synchronization of complex human networks, Nature Communications (2020). DOI: 10.1038/s41467-020-17540-7. http://dx.doi.org/10.1038/s41467-020-17540-7


The rhythm of change - What a drum-beat experiment reveals about cultural evolution
Oct 2020, phys.org

This experiment is awesome. Santa Fe Institute and Dan Sperber, and you know what that means. It goes like this:

120 non-musicians are given a drum, and asked to play Telephone. You may know this as Chinese Whispers, or a transmission chain, or iterated learning. It's meant to mimic the propagation of information through culture. After being broken into groups, the first person copies a recording of a drumbeat rhythm, and the second person copies not the recording but the first person, and the third person copies the second person, and so on. (That's the game of Telephone.)

The rationale is that musical instruments are literally physically constrained by the socioeoconomic status of the culture making them, and so instruments can be an ideal denominator for comparing something as complex as culture.

And the outcome was that by placing the drums in different arrangements, they found clear differences in the "evolution" of the reiterated rhythms. This suggests that ecological factors, such as physical distance and motor activity, can affect the evolution of cultural products, and these effects can even be measured.

Motor constraints influence cultural evolution of rhythm, Proceedings of the Royal Society B (2020). doi: 10.6084/m9.figshare.c.5178247. https://pubmed.ncbi.nlm.nih.gov/33109010/


War songs and lullabies behind origins of music
Nov 2020, phys.org

Auditory cheesecake and a new evolutionary theory of the origins of music:
Music comes from the need for groups to impress allies and foes, and for parents to signal their attention to infants.

The researchers also take issue with other music origin theories including that making music arose out of a need for social bonding, or that it is merely a fancy evolutionary byproduct with no real purpose—'auditory cheesecake' as the cognitive psychologist Steven Pinker once called it.
It's not about sexual selection; it's not about bonding; it's about the audience:
"If we study music in traditional societies, we see it used consistently to form political alliances," said Hagen.

Elaborate musical performances from war dances to military bands and even college marching bands, are often used to show a coalition's strength and impress outsiders. Hagen pointed out that many state visits include a performance by a national orchestra or military band. Studies also show that people can detect how well synchronized musicians are, and connect that higher synchrony to a coalition's strength.

"We need to invest a lot in infants since human babies are born helpless and need all sorts of help from the adults around them," said psychologist Samuel Mehr, director of Harvard's Music Lab. "The parent or caregiver needs a reliable way to signal to the infant that they are attending to them. But attention is a covert property of the mind. It's hard to determine if someone is actually paying attention to you." Directed song gives the infant a signal that the adult is paying attention to their needs, Mehr added. When singing, the adults cannot be talking to other people. The music also alerts the baby to the adult's physical location. "That's information that can't really be faked," he said.
Samuel A. Mehr et al, Origins of music in credible signaling, Behavioral and Brain Sciences (2020). DOI: 10.1017/S0140525X20000345. https://pubmed.ncbi.nlm.nih.gov/32843107/

Post Script:
AI program writes music and lyrics
May 2020, phys.org
OpenAI this week announced the creation of an open source system called Jukebox that creates unique melodies and harmonies along with lyrics and vocalizations in the styles of popular artists from a large field of musical genres.

As an example, Jukebox does not yet compose larger musical themes such as choruses and repeating phrases.

 

Anthromimetic Cosmogenesis

Facebook bots to create a friendlier universe
Apr 2020, phys.org
"Facebook has created a parallel universe called the Web Enabled Simulation that will mimic the actions and behaviors of its users in an effort to detect how to best achieve a more harmonic community."
This sounds absolutely crazy: a virtual neighborhood filled with thousands of interacting socialbots, programmed to engage in good, as well as bad behavior, such as exploiting vulnerabilities of users or hacking personal information.

But this was the part that got me; it's not the content, but the way we're talking about simulated worlds "accidentally" interacting (infecting?) real people:
"Bots must be suitably isolated from real users to ensure that the simulation, although executed on real platform code, does not lead to unexpected interactions between bots and real users," the WES report states.
And to metalevel that shit, we're already enduring that threat, in the form of mis- and dis-information campaigns propagating on these same networks, and where there is NO purposeful separation (quarantine?) between bots and real users.

Metabolism of the Anthroposphere.

Post Script:
WW follows an earlier simulation by Facebook called Sapienz, which studied behavioral trends. But the older program ran on an isolated Facebook platform. WW will operate invisibly in real time on an actual Facebook platform.

Also:
Amid in-game Hong Kong protests, Chinese retailers drop Animal Crossing sales
Apr 2020, Ars Technica

AKA:

Notes:
WES: Agent-based User Interaction Simulation on Real Infrastructure, arXiv:2004.05363 [cs.SE] arxiv.org/abs/2004.05363
 

On Self and Individuality

What is an individual? Information theory may provide the answer
Apr 2020, phys.org

via the Santa Fe Institute:
The information theory of individuality (or ITI) describes emergent agency at different scales and with distributed communication networks.

The researchers look to structured information flows between a system and its environment, seeing the individual in terms of "dynamical processes and not as stationary objects".

Their model balances self-regulation and environmental influence at different levels from environmentally-scaffolded forms like whirlpools, to partially-scaffolded colonial forms like coral reefs and spider webs, to organismal individuals that are sculpted by their environment but strongly self-organizing.

Each is a strategy for propagating information forward through time.

"Individuality is about temporal uncertainty reduction."


Post Script:
Perhaps the biggest implication of this work is in how it places the observer at the center of evolutionary theory. "Just as in quantum mechanics," Krakauer says, "where the state of a system depends on measurement, the measurements we call natural selection dictate the preferred form of the individual. Who does the measuring? What we find depends on what the observer is capable of seeing." [link]
Notes:
David Krakauer et al. The information theory of individuality, Theory in Biosciences (2020). DOI: 10.1007/s12064-020-00313-7
 

Catch a Bot


Study reveals behavioral differences between bots and humans that could inform new machine learning algorithms
Apr 2020, phys.org

AKA I'm not a bot but I play one on the internet
The researchers found, among humans, trends that were not present among bots: Humans showed an increase in the amount of social interaction over the course of a session, illustrated by an increase in the fraction of retweets, replies and number of mentions contained in a tweet.

Humans also showed a decrease in the amount of content produced, illustrated by a decreasing trend in average tweet length.

These trends are thought to be due to the fact that as sessions progress, human users grow tired and are less likely to undertake complex activities, such as composing original content. Another possible explanation may be given by the fact that as time goes by, users are exposed to more posts, therefore increasing their probability to react and interact with content. In both cases, bots were shown to not be affected by such considerations and no behavioral change was observed from them.
image credit: Long Exposure Photo of Budapest Tram Lit Up with 30,000 LED Lights by Birimyi Krisztian

Eternal Life - D Melanogaster and C Elegans Live Forever


Scientists may have found one path to a longer life
Jul 2020, phys.org

I'm not interested in the article, just that these two man, they're already famous, and now they're eternal!

The above image is about allometric scaling, in this case metabolic rate vs body mass. It's not a direct connection to lifespan, but pretty close. We can now put C Elegans and D Melanogaster off the chart. 


Study finds hyperbaric oxygen treatments reverse aging process
Nov 2020, phys.org

Holy grail they say.

Exposure Science


Fox News hosts have measurable effect on COVID cases, study finds
Apr 2020, Ars Technica

The study comes from a group of researchers led by the University of Chicago's Leonardo Bursztyn and uses survey data gathered in April from 1,045 regular viewers of Fox News (aged 55 and over) to examine the timing of behavioral changes in response to the virus—when people began to cancel travel, isolate, increase the frequency of hand-washing, and so on.

Survey participants who preferred watching the alarmed newscaster began changing their behavior on average three days earlier than other Fox News viewers. Meanwhile, participants who preferred the more languid newscaster acted much later — five days after other Fox News viewers, and eight days after alarmed viewers.

I think the key word here is "alarm"?

And the above unrelated image is not a tree being struck by lightning, it's a synthetic light painting.
 

Yotta Yotta Yotta


The most personal device - Researchers probe how much psychological data smartphones generate
Jul 2020, phys.org

Your data is making me rich. 

Here's some of what I get from your identity-specific data collection device: communication patterns, social behavior and mobility, choice and consumption of music, selection of apps used, temporal distribution of phone usage throughout the day.

Granted, I will need a supercomputer to build and train my robot, but once I'm done, I can narrow down your Big 5, and sell you a vacuum, or a candidate. Maybe. But I do know who you are, maybe better than you do. 

Self-reported extraversion signals come from your social patterns, your degree of  conscientiousness can be seen in the timing of your daily rhythms, and to know if you score high on "openness" we needs lots and lots of random datapoints, like yottas of data. So thanks. 

Also:

Zeptoseconds - New world record in short time measurement
Oct 2020, phys.org