Tootfinder

Introducing FAIR: A federated approach to strengthen the WordPress ecosystem;
A new community-led initiative to extend WordPress distribution beyond a single point of control. @…

Introducing FAIR: A federated approach to strengthen the WordPress ecosystem | We Love Open Source - All Things Open
Last week, at AltCtrl.org, a community gathering focused on the open web, a large group of contributors from the WordPress Ecosystem introduced FAIR, a new federated approach to plugin and... Read More

#Blakes7 Series A, Episode 04 - Time Squad
AVON: Good. Moving to line up. Right lateral, minimum power.
VILA: Too much. You're overshooting.
AVON: Left lateral. That's enough. Hold.
VILA: Square on.
https://

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So, the kid who hacked the Finnish therapy clinic and caused so much pain is featured in an upcoming four-part HBO documentary.
https://variety.com/2025/tv/news/elon-musk-playstation-hacker-max-documentary-series-1236420579/

Elon Musk, PlayStation Hacker Subject of New Max Documentary Series
Max has dropped the first teaser for "Most Wanted: Teen Hacker," a documentary series that chronicles Finnish hacker Julius Kivimäki.

This https://arxiv.org/abs/2505.07614 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csLG_…

Trial and Trust: Addressing Byzantine Attacks with Comprehensive Defense Strategy
Recent advancements in machine learning have improved performance while also increasing computational demands. While federated and distributed setups address these issues, their structure is vulnerable to malicious influences. In this paper, we address a specific threat, Byzantine attacks, where compromised clients inject adversarial updates to derail global convergence. We combine the trust scores concept with trial function methodology to dynamically filter outliers. Our methods address the c…

#Blakes7 Series B, Episode 01 - Redemption
JENNA: Look, we've been on the Liberator for a long time. The computers have never turned against us before. Why now?
AVON: That's what I was trying to find out when you sent for me. There's something else I'd like to try. [Burbles and gargles in two tones from Zen]

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"Simultaneously to Steve Jobs’s introduction of the iPhone in January 2007, Google started publishing a series of blog posts called “Testing on the Toilet”. On May 15th, 2008, this series featured a famous issue: “TotT: Using Dependancy Injection to Avoid Singletons.” The writing was literally on the wall of toilets worldwide: Singletons are bad™®©. Sadly, the much more exciting idea of dependency injection contained in the article got lost in the minds of most readers."
https://deprogrammaticaipsum.com/the-hype-cycle-of-oop/

Series B, Episode 07 - Killer
JENNA: A missile?
BLAKE: No, it can't be. They can't have spotted Liberator. We've got the blind down. [launch appears on screen]
JENNA: There it is, look, just leaving the ionosphere.
https://blake.torpidity.net/m/207/33 B7B6…

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This https://arxiv.org/abs/2505.02515 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csLG_…

FedSDAF: Leveraging Source Domain Awareness for Enhanced Federated Domain Generalization
Traditional domain generalization approaches predominantly focus on leveraging target domain-aware features while overlooking the critical role of source domain-specific characteristics, particularly in federated settings with inherent data isolation. To address this gap, we propose the Federated Source Domain Awareness Framework (FedSDAF), the first method to systematically exploit source domain-aware features for enhanced federated domain generalization (FedDG). The FedSDAF framework consists…

Series A, Episode 01 - The Way Back
ARBITER: Who speaks for the Federation?
MORAG: I do.
ARBITER: Who speaks for the accused?
VARON: I do.
https://blake.torpidity.net/m/101/204 B7B2

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Series D, Episode 08 - Games
SOOLIN: Do you think they planned that explosion?
AVON: Not this time. This was just a happy accident. But now the Federation is aware of the potential of Feldon power systems. Orac?
https://blake.torpidity.net/m/408/5 B7B5

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