А я всё-таки нашел проект по внедрению алгоритма рекомендаций в Мастодон!
Причём они работают локально в браузере.

Demo:
https://youtu.be/tR35bUHzJdk?si=yw4y_zajmtS4p6O8
GitHub:
https://github.com/michelcrypt4d4mus/fedialgo_demo_app_foryoufeed
#Mastodon #algorythms

Mastodon Feed Customizable Algorithm Demo (FediAlgo)

YouTube

Personalization algorithms create an illusion of competence, study finds

Selected highlights:

The researchers divided the participants into different groups to test the specific effects of algorithmic personalization. One group served as a control and viewed a random assortment of items with all features available to inspect. Another group engaged in active learning, where they freely chose which categories to study without algorithmic interference.

the study measured the participants’ confidence in their decisions using a rating scale from zero to ten. The analysis showed that participants in the personalized groups frequently reported high confidence levels even when their answers were wrong. This effect was particularly distinct when they encountered items from categories they had rarely or never seen during the learning phase.

This indicates a disconnection between actual competence and perceived competence caused by the filtered learning environment. The participants were unaware that the algorithm had hidden significant portions of the information landscape from them. They assumed the limited sample they viewed was representative of the whole.

The findings provide evidence that the structure of information delivery systems plays a significant role in shaping human cognition. By optimizing for engagement, current algorithms may inadvertently sacrifice the accuracy of user knowledge. This trade-off suggests that online platforms can shape not just what people see, but how they reason about the world.

Personalization algorithms create an illusion of competence, study finds

While personalization algorithms keep users engaged, they may create a false sense of expertise. A new experiment reveals that curated content feeds limit information exploration, causing learners to form distorted views while remaining surprisingly confident.

PsyPost Psychology News

We start early today in ALGOPOÉTICA, with "Introduction to the Qiudanz Technique Computational Transformation of minimalist movement sequences" dance workshop by Sejo Vega @compudanzas

Follow the stream of join us at EMMD Mª Dolores Pradera at 10:30

https://toplap-madrid.github.io/ALGOPO-TICA/compudance.html

#iclcsatellite #ALGOPOÉTICA #dance #movement #algorythms #Madrid

Why Right-Wing Media Thrives While The Left Gets Left Behind

Why are progressive creators barely scraping by while right-wing media has the cash to dominate? The answer: algorithms, billionaire backers, and a system that’s anything but fair. Here’s why it’s time for real support. In the wake of the US election, it’s time to confront an

Westenberg.
@ErikJonker #mass demonstrations #musk and #jdvance have stopped the rapidly grow of the #afd still, 20% is still a lot. And many young voters. Addicted to the devasting #algorythms of social media.
DSA: EU-Kommission untersucht Empfehlungsalgorithmen von TikTok und YouTube

Im Rahmen des Digital Services Act (DSA) hat die EU-Kommission Informationen von TikTok, YouTube und Snapchat zur Funktion ihrer Empfehlungssysteme angefordert.

heise online

Исследователи разработали принципиально новую архитектуру нейросетей, которая работает лучше перцептрона

В основе всех архитектур глубокого обучения, в том числе систем компьютерного зрения и больших языковых моделей, лежит многослойный перцептрон (MLP).

Tags: #ai, #algorythms

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May 08, 2024 at 05:49PM

Исследователи разработали принципиально новую архитектуру нейросетей, которая работает лучше перцептрона

В основе всех архитектур глубокого обучения, в том числе систем компьютерного зрения и больших языковых моделей, лежит многослойный перцептрон (MLP). У него есть веса и нейроны, в которых расположены...

Хабр

Faking a recursive closure in elixir

Recursive closures do not seem to be available in elixir (or erlang). An example discussion is on the elixir forum here. However, I recently had need of such a facility.

Tags: #algorythms, #elixir

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April 19, 2024 at 05:54PM

Faking a recursive closure in elixir

This one (on #SteelyDan ) was a neat one to listen ahead to and record. Dare I say this is one of the best discogs we've experienced on the podcast so far?

https://open.spotify.com/episode/1g2AOHTbRle6O6wASlRZnc

#thealgorythmspodcast #algorythmspodcast #algorythms #podcast #musicpodcast #music #spotifypodcast #spotify #amazonmusic #amazonpodcast #amazon #70srock #classicrock #jazzrock #yachtrock

Episode 8: Steely Dan (all studio albums ranked)

Listen to this episode from The Algorhythms on Spotify. "Needless to say, we ended up taking a shine to jazz-rock legends Steely Dan." - Meander

Spotify

Don't mind me over here #shillingmypodcast .

And for the last part of #OtisRedding week, we were inspired by how much more famous Otis' songs "Respect" and "Hard To Handle" were made by #ArethaFranklin and #TheBlackCrowes (respectively) that we listed some similar examples.

Notable artists selected include #JudasPriest #RodStewart #WhitneyHouston #LedZeppelin #DavidBowie and many more. We also run the genre gamut for examples.

https://open.spotify.com/episode/6WwUFBqTNVjkkjnGpUSZuM

#thealgorythmspodcast #algorythmspodcast #algorythms #podcast #musicpodcast #music #spotifypodcast #spotify #amazonmusic #amazonpodcast #amazon #classicrock #classicsoul #soulmusic #metal #hardrock #mtf #trans #transgender #transition #transwoman #transgirl #transfem #transfemme #transfeminine #transbian #translesbian #lesbian #update

Episode 7 (Part 3 of 3): Covers That Are Either Superior Or More Iconic Than The Original

Listen to this episode from The Algorhythms on Spotify. "Inspired by both Aretha Franklin's famous cover of Otis' "Respect" and The Black Crowes version of "Hard To Handle," the typical trio of myself, Soren, and Duke each thought of five other such covers." - Meander

Spotify