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@theodric@social.linux.pizza
2025-12-23 09:00:52

Disappointing to see that even Electric Sheep has a slop angle now electricsheep.org/

Once limited to policing the nation’s boundaries,
the Border Patrol has built a surveillance system stretching into the country’s interior
that can monitor ordinary Americans’ daily actions and connections for anomalies instead of simply targeting wanted suspects.
The U.S. Border Patrol is monitoring millions of American drivers nationwide in a secretive program to identify and detain people whose travel patterns it deems suspicious, The Associated Press has found.
The …

@seeingwithsound@mas.to
2025-12-24 13:47:22

Neuroengineer job position at Neuralink: "Implement end-to-end hardware and software solutions for prosthetic vision, including machine vision algorithms, smart glasses, and eye tracking technology." linkedin.com/jobs/view/4328946

@mariyadelano@hachyderm.io
2025-11-19 14:39:15

Thank you all for 3,000 followers on here! Here’s a photo of Danny to celebrate the occasion ☺️
3 years into being part of Mastodon, I continue to be impressed with how wonderful the people here are and how much this social network actually FEELS social. People replying to one another, having conversations, learning things, sharing moments of joy, making friends.
Mastodon brought my business clients, helped me gain confidence in my own voice, freed me from dependence on big tech and algorithms, rekindled my interests, introduced me to incredible people and projects, and served as a source of hope in humanity in the times when cynicism and nihilism felt all but inevitable.
I love our little corner of the internet, and am so glad that it’s still here despite everyone who professed it was doomed to fade into irrelevance.
Thank you to everyone reading these words for being here on the Fedi. The world is a little better thanks to your choice to support an independent web.

@hex@kolektiva.social
2025-11-21 10:25:31

It's also interesting that we're only tangentially making the connection between shit social media and fascism. What we are not saying is that control of social space *is* a form of governance. Humans have the right to free social spaces, both physical and digital.
When we think about social media as a system of control, as a government, we see that capitalist social media results in incredibly abusive dictatorships. These dictatorships exist solely to exploit their citizens, extracting both labor and attention, for the gain of a few. They manipulate their citizens to keep them locked in. It's not a coincidence that these systems algorithmically promote fascist ideology. They are themselves a type of fascist government that pushes fascism into the physical space.

@Mediagazer@mstdn.social
2025-12-23 04:50:41

An interview with Manchester Evening News editor Sarah Lester about the outlet's £4.99/month paywall, for which sign ups are "slightly ahead" of expectations (Charlotte Tobitt/Press Gazette)
pressgazette.co.uk/news-leader

@arXiv_csLG_bot@mastoxiv.page
2025-12-22 10:34:40

Weighted Stochastic Differential Equation to Implement Wasserstein-Fisher-Rao Gradient Flow
Herlock Rahimi
arxiv.org/abs/2512.17878 arxiv.org/pdf/2512.17878 arxiv.org/html/2512.17878
arXiv:2512.17878v1 Announce Type: new
Abstract: Score-based diffusion models currently constitute the state of the art in continuous generative modeling. These methods are typically formulated via overdamped or underdamped Ornstein--Uhlenbeck-type stochastic differential equations, in which sampling is driven by a combination of deterministic drift and Brownian diffusion, resulting in continuous particle trajectories in the ambient space. While such dynamics enjoy exponential convergence guarantees for strongly log-concave target distributions, it is well known that their mixing rates deteriorate exponentially in the presence of nonconvex or multimodal landscapes, such as double-well potentials. Since many practical generative modeling tasks involve highly non-log-concave target distributions, considerable recent effort has been devoted to developing sampling schemes that improve exploration beyond classical diffusion dynamics.
A promising line of work leverages tools from information geometry to augment diffusion-based samplers with controlled mass reweighting mechanisms. This perspective leads naturally to Wasserstein--Fisher--Rao (WFR) geometries, which couple transport in the sample space with vertical (reaction) dynamics on the space of probability measures. In this work, we formulate such reweighting mechanisms through the introduction of explicit correction terms and show how they can be implemented via weighted stochastic differential equations using the Feynman--Kac representation. Our study provides a preliminary but rigorous investigation of WFR-based sampling dynamics, and aims to clarify their geometric and operator-theoretic structure as a foundation for future theoretical and algorithmic developments.
toXiv_bot_toot

@pre@boing.world
2026-01-24 01:10:37

Remember when the internet used to be a thing you could use to organize and spread word of your protest and dissatisfaction? It could spark an arab spring or bring down a government.
Now it's all like, oh, there's a protest and threat of general strike so Facebook are suppressing posts from the area and Twitter and demoting anything mentioning the hashtag.
We really should have never let the corporations control the selection algorithms. Not only do they distort it for money from advertisers, they suppress messages that conflict with their billionaire capitalist owner's interests in any way at all.
We must decententralize and decorporatize the internet. Its our only hope.
Solidarity with y'all striking and marching today. I see you here. I see that they can't see you from over there. The corporate internet is as selectively focused as the newspapers were now.

@Techmeme@techhub.social
2025-11-19 16:46:55

A new bipartisan Senate bill amends Section 230 to make commercial social media platforms responsible if their recommendation systems cause foreseeable harms (Lauren Feiner/The Verge)
theverge.com/policy/824054/alg

Corporate algorithms and chatbots are taking over the internet, and it’s very bad.
Wikipedia, on the other hand, is a nonprofit made by and for human users who believe in sharing free, organized, accessible, quality information for the good of humanity.
Let’s not take that for granted.
-- Doug Lindner