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#complexity

1 Beitrag1 Beteiligte*r0 Beiträge heute

Reboot podcast (18-7-2025): Αλγόριθμοι, ΑΙ και Θεωρία Παιγνίων
>> youtu.be/bHPQB1Pc91o
>> open.spotify.com/episode/01lIJ

Στο σημερινό επεισόδιο συζητάμε για δύσκολες έννοιες με απλά λόγια, όπως για το πως η γλώσσα και ο γραπτός λόγος εξυπηρετεί την ανάπτυξη της νόησης.

#Reboot#podcast#ΕΠΕ
Fortgeführter Thread

no one of these people predicted that in years time humans will basically all lose their minds and put a demented donald effing trump and a strange car salesmen from the future in charge of the world because they read on the internet that the flouride in the water turns the freaking frogs gay or whatever?

they predicted "a reduction in #complexity", but be fucking honest, guys

you didn't predict shit.

「 Everything’s optimised for developers – and hostile to everyone else.

This isn’t accidental. It’s cultural. We’ve created an industry where complexity is celebrated. Where cleverness is rewarded. Where engineering sophistication is valued more than clarity, usability, or commercial effectiveness.

It’s easier to win an argument by citing SSR compatibility issues than it is to ask, “Why are we using React for a blog?” 」

jonoalderson.com/conjecture/ja

Jono Alderson · JavaScript broke the web (and called it progress)We replaced simple websites with complex apps nobody asked for. Now it takes a complex build pipeline just to change a headline.

Efforts to reduce animal experiments are important and should be pursued. But despite progress in #AI, #organoids, and #InSilico models, I’m not convinced we’re there yet — especially in #neuroscience, where #complexity and systemic #context matter. However, I do think we should stay committed and aim for reduction by all available means. I recently came across this article, which gives a good overview of the current state of the field:

🌍 genengnews.com/topics/translat

GEN - Genetic Engineering and Biotechnology News · Why We Still Need Animal Research in a World of AI and OrganoidsVon Jason Shepherd, PhD

New paper!
How can we detect the presence of communities in networks with higher-order interactions? For instance, by maximizing hypermodularity! Also, this formulation will allow you to leverage tensor spectral methods to do it. Additionally, the paper also argues that the "overfitting" of modularity methods is actually just people applying them where they are not supposed to be used. And, as a byproduct, there is an explanation of why higher-order SVD works so well in classification tasks in machine learning. Oh, the code is available to use in your own projects (link in the first comment). And moreover, the code includes an efficient data structure for higher-order networks that is independent from the community detection method and that you can also use in your own work. 😎

journals.aps.org/prresearch/ab

#networks#complexity#physics

New paper!

If you want to assess the stability of the synchronization of a system of identical oscillators, you can use the Master Stability Function. However, what do you do in a real-world case, when the elements of the system are not exactly identical? We show how to extend the formalism and use it also when there are many-body interactions, such as in a simplicial complex.

journals.aps.org/prresearch/ab

All those who couldn't join us in Natal for the International School and Workshop in Complex Networks Beyond Pairwise Interactions can still access all the lectures and talks, courtesy of the International Institute of Physics! 😎

- Fundamental definitions and properties
- Dynamical processes
- Synchronisation
- Control
- Belief propagation
- Community detection

and more!

Please boost to reach the largest possible audience.

youtube.com/playlist?list=PLqT

The idea that "Every complex ecosystem has parasites" has stuck in my head since I read a now-classic essay about it some 20 years ago. I dug up the essay, and re-discovered that it's from Cory Doctorow @pluralistic

He revisited the idea in a recent blog post:
pluralistic.net/2025/04/24/her

It's got some good thoughts to keep in mind as we think about the direction of our country on this #independenceday

pluralistic.netPluralistic: Every complex ecosystem has parasites (24 Apr 2025) – Pluralistic: Daily links from Cory Doctorow

This documentary by British filmmaker Adam Curtis doesn’t feel nearly 10 years old. “HyperNormalisation wades through the culmination of forces that have driven this culture into mass uncertainty, confusion, spectacle and simulation. Where events keep happening that seem crazy, inexplicable and out of control…”
The 2016 film (duration 2:50!) is available on YouTube:
youtube.com/watch?v=to72IJzQT5
(warning: contains some gruesome scenes)

Antwortete im Thread

@ondra @dopatwo @signalapp @Mastodon

Always depends on who you are asking.

Also in the future who knows which service/-s will implement Signal protocols into some fediverse compliant software that a lot of people might be using.

Trying to tell people what's gonna happen in the future is like being on thin ice...one's promises may break at any given moment due to an extremely complex world.

Signal got issues, but we seek out the lesser evil...always...