Tootfinder

Global #TippingPoints Report 2025: https://global-tipping-points.org/resources-gtp/ (summary and full report) -> Bleaching, Melting, Slowing - New report tracks growing risks of Earth system tipping points: https://www.pik-potsdam.de/en/news/latest-news/files/bleaching-melting-slowing-new-report-tracks-growing-risks-of-earth-system-tipping-points-4 -> The planet has entered a ‘new reality’ as it hits its first climate tipping point, landmark report finds: https://edition.cnn.com/2025/10/13/climate/tipping-points-coral-reef-ice-amoc

P-V Criticality and Microstructure of Hayward Black Holes in Anti-de Sitter Space
Haximjan Abdusattar
https://arxiv.org/abs/2510.11319 https://arxiv.org/pd…

P-V Criticality and Microstructure of Hayward Black Holes in Anti-de Sitter Space
In this study, we investigate the $P$-$V$ criticality and Ruppeiner geometry in the extended phase space of Hayward anti-de Sitter (AdS) black holes. Through thermodynamic analysis, we confirm that Hayward-AdS black holes undergo distinct $P$-$V$ phase transitions and exhibit well-defined critical phenomena in the vicinity of their critical points. These behaviors are characterized by four critical exponents that typically obey the scaling laws predicted by mean-field theory--indicating a consi…

Zephyrus: Scaling Gateways Beyond the Petabit-Era with DPU-Augmented Hierarchical Co-Offloading
Yuemeng Xu, Haoran Chen, Jiarui Guo, Mingwei Cui, Qiuheng Yin, Cheng Dong, Daxiang Kang, Xian Wu, Chenmin Sun, Peng He, Yang Gao, Lirong Lai, Kai Wang, Hongyu Wu, Tong Yang, Xiyun Xu
https://arxiv.org/abs/2510.11043

Zephyrus: Scaling Gateways Beyond the Petabit-Era with DPU-Augmented Hierarchical Co-Offloading
Operating at petabit-scale, ByteDance's cloud gateways are deployed at critical aggregation points to orchestrate a wide array of business traffic. However, this massive scale imposes significant resource pressure on our previous-generation cloud gateways, rendering them unsustainable in the face of ever-growing cloud-network traffic. As the DPU market rapidly expands, we see a promising path to meet our escalating business traffic demands by integrating DPUs with our established Tofino-based g…

LOOPerSet: A Large-Scale Dataset for Data-Driven Polyhedral Compiler Optimization
Massinissa Merouani, Afif Boudaoud, Riyadh Baghdadi
https://arxiv.org/abs/2510.10209 https://…

LOOPerSet: A Large-Scale Dataset for Data-Driven Polyhedral Compiler Optimization
The advancement of machine learning for compiler optimization, particularly within the polyhedral model, is constrained by the scarcity of large-scale, public performance datasets. This data bottleneck forces researchers to undertake costly data generation campaigns, slowing down innovation and hindering reproducible research learned code optimization. To address this gap, we introduce LOOPerSet, a new public dataset containing 28 million labeled data points derived from 220,000 unique, synthet…

The evolution of influence operations
from crude Russian troll farms to sophisticated AI systems using large language models;
the discovery of GoLaxy documents revealing a "Smart Propaganda System" that collects millions of data points daily, builds psychological profiles, and generates resilient personas;
the fundamental challenges of measuring effectiveness;
GoLaxy's ties to Chinese intelligence agencies;
operations targeting Hong Kong's…

#WarFromWithin pledge taken from Prez #Drumpf amidst unhinged rant at hundreds of #Pentagon's top brass who were forced to sit listening in dead silence lasterday as he allowed US Govt to be forced into shutdown:
“Y…

Trump and Hegseth Gathered U.S. Military Leaders for an “Embarrassing” Rant
Defense officials were shocked at the cost and danger of assembling the military’s top officers to listen to meandering tirades.

Chip Kelly Breaks Silence After Raiders Firing https://heavy.com/sports/nfl/las-vegas-raiders/chip-kelly-breaks-silence-firing/?adt_ei=[email]

Unbefristete Abschiebehaft verstößt gegen internationales Recht. Dobrindt lebt – ganz auf der Schleimspur von Trump – immer mehr seine menschenverachtenden faschistischen Phantasien aus. https://www.fr.de/politik/dobrindt-will-schnelle-as…

Solar limb faculae: intensity contrast from two vantage points
K. Albert, J. Hirzberger, N. A. Krivova, X. Li, D. Calchetti, G. Valori, J. Sinjan, S. K. Solanki, A. Gandorfer, J. Woch, D. Orozco Su\'arez, S. Parenti
https://arxiv.org/abs/2510.00320

Solar limb faculae: intensity contrast from two vantage points
Small-scale magnetic flux concentrations contribute significantly to the brightness variations of the Sun, yet observing them - particularly their magnetic field - near the solar limb remains challenging. Solar Orbiter offers an unprecedented second vantage point for observing the Sun. When combined with observations from the perspective of Earth, this enables simultaneous dual-viewpoint measurements of these magnetic structures, thereby helping to mitigate observational limitations. Using such…