Tootfinder

Trump's Midterm Redistricting Master Plan Is Falling Short (Wall Street Journal)
https://www.wsj.com/politics/elections/trumps-midterm-redistricting-master-plan-is-falling-short-868ce156
http://www.memeorandum.com/260207/p2#a260207p2

#Iran : Mosquée incendiée Š #Téhéran. Elle serait fréquentée par les forces de répression.
Source non vérifiée

Equilibria: Fair Multi-Tenant CXL Memory Tiering At Scale
Kaiyang Zhao, Neha Gholkar, Hasan Maruf, Abhishek Dhanotia, Johannes Weiner, Gregory Price, Ning Sun, Bhavya Dwivedi, Stuart Clark, Dimitrios Skarlatos
https://arxiv.org/abs/2602.08800 https://arxiv.org/pdf/2602.08800 https://arxiv.org/html/2602.08800
arXiv:2602.08800v1 Announce Type: new
Abstract: Memory dominates datacenter system cost and power. Memory expansion via Compute Express Link (CXL) is an effective way to provide additional memory at lower cost and power, but its effective use requires software-level tiering for hyperscaler workloads. Existing tiering solutions, including current Linux support, face fundamental limitations in production deployments. First, they lack multi-tenancy support, failing to handle stacked homogeneous or heterogeneous workloads. Second, limited control-plane flexibility leads to fairness violations and performance variability. Finally, insufficient observability prevents operators from diagnosing performance pathologies at scale.
We present Equilibria, an OS framework enabling fair, multi-tenant CXL tiering at datacenter scale. Equilibria provides per-container controls for memory fair-share allocation and fine-grained observability of tiered-memory usage and operations. It further enforces flexible, user-specified fairness policies through regulated promotion and demotion, and mitigates noisy-neighbor interference by suppressing thrashing.
Evaluated in a large hyperscaler fleet using production workloads and benchmarks, Equilibria helps workloads meet service level objectives (SLOs) while avoiding performance interference. It improves performance over the state-of-the-art Linux solution, TPP, by up to 52% for production workloads and 1.7x for benchmarks. All Equilibria patches have been released to the Linux community.
toXiv_bot_toot

U.S. immigration officials do not plan to detain #Kilmar #Abrego #Garcia again -- as long as a judge’s order banning it stands, according to a Tuesday court filing.
❌Immigration and Customs Enforcement did make clear they would detai…

ICE doesn't plan to detain Abrego Garcia again as long as judge's order banning it stands
Immigration officials do not plan to detain Kilmar Abrego Garcia again as long as a judge’s order banning it stands That's according to a Tuesday court filing from the U.S. government. The Salvadoran citizen’s case has become a lightning rod for both sides of the immigration debate as he fights to remain in the U.S. after a mistaken deportation to his home country, where he was imprisoned. The government court filing comes after U.S. District Judge Paula Xinis earlier this month questioned …

Meta executive warned Facebook Messenger encryption plan was 'so irresponsible', shows court filing
https://www.reuters.com/legal/government/meta-executive-warned-facebook-messenger-encryption-plan-was-…

RE: https://cosocial.ca/@emd/116183119035053665
Managed to get a flight home tomorrow! Long day but I’m glad they didn’t risk flying on a broken plane.
Now to get some refunds for upgrades I wont get to use.

US court filings detail Anthropic's Project Panama, an effort to "destructively scan" up to 2M books with a hydraulic "cutting machine" led by an ex-Google exec (Washington Post)
https://www.washingtonpost.com/technology/2026/01/2…

Inside one company’s secret plan to ‘destructively scan every book in the world’
Court filings reveal how AI companies raced to obtain more books to feed chatbots, including by buying, scanning and disposing of millions of titles.

I'm going to try the following experiment. I'm clearing ~half a day every week to plug a gap in my knowledge. To learn something I've been meaning to learn about for ages. Could be in my field (like energy based models) could be outside (like electronics).
I'll keep a running todo list of things to learn, and just pick one on the day that I feel like reading up on.

US court filings detail Anthropic's Project Panama, an effort to "destructively scan" up to 2M books with a hydraulic "cutting machine" led by an ex-Google exec (Washington Post)
https://www.washingtonpost.com/technology/2026/01/2…

Inside one company’s secret plan to ‘destructively scan every book in the world’
Court filings reveal how AI companies raced to obtain more books to feed chatbots, including by buying, scanning and disposing of millions of titles.

Microsoft's AI safety team proposed technical standards for detecting AI-generated content, but its CSO declined to commit to using them across its platforms (James O'Donnell/MIT Technology Review)
https://www.technologyreview.com/2026/02/1

Microsoft has a new plan to prove what’s real and what’s AI online
A new proposal calls on social media and AI companies to adopt strict verification, but the company hasn’t committed to following its own recommendations.