HarperCollins France says it is testing using AI-assisted translation, citing declining sales and following in the footsteps of Taylor & Francis and others (Eva Baron/Publishers Weekly)
http://www.publishersweekly.com/pw/by-to…
A study of ~1,500 US workers finds AI use can reduce burnout but also cause "AI brain fry", a mental fatigue from using AI tools beyond one's cognitive capacity (Harvard Business Review)
https://hbr.org/2026/03/when-using-ai-leads-to-brain-fry
Falcons firing HC Raheem Morris following two seasons with team https://www.nfl.com/news/falcons-firing-hc-raheem-morris-following-two-seasons-with-team
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
Abuse in Buddhism: The Law of Silence https://openbuddhism.org/library/videos/2022/elodie-emery-wandrille-lanos-present-buddhism-the-unspeakable-truth/
@axbom@axbom.meAccept
Harmony is only in following the Way.
The Way is without form or quality,
But expresses all forms and qualities;
The Way is hidden and implicate,
But expresses all of nature;
The Way is unchanging,
But expresses all motion.
Beneath sensation and memory
The Way is the source of all the world.
How can I understand the source of the world?
By accepting.
-- Lao Tse, "Tao Te Ching"
Cardinals fire HC Jonathan Gannon following three seasons https://www.nfl.com/news/cardinals-fire-hc-jonathan-gannon-following-three-seasons
WaPo Publisher Will Lewis appeared at NFL Honors in San Francisco Thursday, after failing to show for a Zoom call in which WaPo announced historic layoffs (Drew Lerner/Awful Announcing)
https://awfulannouncing.com/newspapers/will-lewis-nfl…
Filing: Chinese AI chip designer Cambricon reports a $316M net profit in 2025, its first profitable year; rivals Moore Threads and MetaX narrowed their losses (Coco Feng/South China Morning Post)
https://www.scmp.com/tech/tech-t…