Tootfinder

Another one bites the dust.
Russia's oil & gas money machine is being demolished. Repairs were already hampered by sanctions on critical components from abroad, but skilled crews should also be in short supply by now.
https://kyivind…

Russian gas processing plant stops production following drone attack, Reuters reports
The Astrakhan gas processing plant in southern Russia has stopped production following a fire at the facility caused by a drone attack, three industry sources told Reuters.

GRADSTOP: Early Stopping of Gradient Descent via Posterior Sampling
Arash Jamshidi, Lauri Sepp\"al\"ainen, Katsiaryna Haitsiukevich, Hoang Phuc Hau Luu, Anton Bj\"orklund, Kai Puolam\"aki
https://arxiv.org/abs/2508.19028

GRADSTOP: Early Stopping of Gradient Descent via Posterior Sampling
Machine learning models are often learned by minimising a loss function on the training data using a gradient descent algorithm. These models often suffer from overfitting, leading to a decline in predictive performance on unseen data. A standard solution is early stopping using a hold-out validation set, which halts the minimisation when the validation loss stops decreasing. However, this hold-out set reduces the data available for training. This paper presents {\sc gradstop}, a novel stochast…

THE MACHINE STOPS
https://youtube.com/watch?v=SWiBicmWuNg&si=X3s96Ni8DTDkwNpH

The real reason they are fighting, aside from obviously gaining huge media attention… is the huge media attention.
Once the insanity stops, they will have the cull, then take the eggs that they have from the flock and grow new birds plus get birds from elsewhere that also came from their flock.
It’s not rocket science, these people are just using the publicity to further their financial prospects. More Culture War grifters.
The screenshots are from the wayback machine, 2021 before they took down their website, for obvious reasons.
#charlatans #fools #antivax #grifters #ostrich #covid #birdflu