Tootfinder

Great analysis and story telling
https://www.abc.net.au/news/2025-10-12/yarriambiack-warracknabeal-victoria-town-population-shrink/105774946

In one of Australia's fastest-shrinking regions, towns are fighting to remain
In the Yarriambiack Shire, 350 kilometres from Melbourne in Victoria's rural north-west, virtually all of the towns are shrinking.

Cheap fantasy football wide receivers with the best point-scoring floors https://www.nytimes.com/athletic/6546878/2025/08/12/fantasy-football-draft-wrs-scoring/

We Have to Preform at Our Best Each Game | Peter Skoronski Press Conference https://www.tennesseetitans.com/video/we-have-to-preform-at-our-best-each-game-peter-skoronski-press-conference

Locker Room Sound | Tetairoa McMillan on scoring his first touchdown of his NFL career https://www.panthers.com/video/locker-room-sound-tetairoa-mcmillan-on-scoring-his-first-touchdown-of-his-nfl-career

SGD Convergence under Stepsize Shrinkage in Low-Precision Training
Vincent-Daniel Yun
https://arxiv.org/abs/2508.07142 https://arxiv.org/pdf/2508.07142

SGD Convergence under Stepsize Shrinkage in Low-Precision Training
Low-precision training has become essential for reducing the computational and memory costs of large-scale deep learning. However, quantization of gradients introduces both magnitude shrinkage and additive noise, which can alter the convergence behavior of stochastic gradient descent (SGD). In this work, we study the convergence of SGD under a gradient shrinkage model, where each stochastic gradient is scaled by a factor $q_k \in (0,1]$ and perturbed by zero-mean quantization noise. We show tha…

The crime rate in DC is lower than at any other time in the last 30 years, but with potus ordering federal agents and U.S. military into DC, he is committing crimes and directing them to do so.
#USpol #DC #FreeDC

AI-based satellite survey offers independent assessment of migratory #wildebeest numbers in the Serengeti: https://academic.oup.com/pnasnexus/article/4/9/pgaf264/8249339?login=false -> AI satellite survey challenges long-standing estimates of Serengeti wildebeest numbers: https://www.ox.ac.uk/news/2025-09-10-ai-satellite-survey-challenges-long-standing-estimates-serengeti-wildebeest-numbers

12 early NFL winners and losers: Who’s soaring, who’s sinking after six weeks? https://www.nfl.com/news/early-nfl-winners-and-losers-who-s-soaring-who-s-sinking-after-six-weeks

Jakobi Meyers, Dont'e Thornton Jr., Michael Mayer and Isaiah Pola-Mao Scrums | Week 2 vs. Chargers https://www.raiders.com/video/jakobi-meyers-donte-thornton-michael-mayer-isaiah-pola-mao-scrums-week-2-chargers

Incentivizing Time-Aware Fairness in Data Sharing
Jiangwei Chen, Kieu Thao Nguyen Pham, Rachael Hwee Ling Sim, Arun Verma, Zhaoxuan Wu, Chuan-Sheng Foo, Bryan Kian Hsiang Low
https://arxiv.org/abs/2510.09240

Incentivizing Time-Aware Fairness in Data Sharing
In collaborative data sharing and machine learning, multiple parties aggregate their data resources to train a machine learning model with better model performance. However, as the parties incur data collection costs, they are only willing to do so when guaranteed incentives, such as fairness and individual rationality. Existing frameworks assume that all parties join the collaboration simultaneously, which does not hold in many real-world scenarios. Due to the long processing time for data cle…