Tootfinder

Ach.
https://www.tagesspiegel.de/internationales/weitgehend-ubereinstimmend-mit-unserer-vision-russland-begrusst-die-neue-us-sicherheitsstrategie-15027498.html

HybridFlow: Quantification of Aleatoric and Epistemic Uncertainty with a Single Hybrid Model
Peter Van Katwyk, Karianne J. Bergen
https://arxiv.org/abs/2510.05054 https://

HybridFlow: Quantification of Aleatoric and Epistemic Uncertainty with a Single Hybrid Model
Uncertainty quantification is critical for ensuring robustness in high-stakes machine learning applications. We introduce HybridFlow, a modular hybrid architecture that unifies the modeling of aleatoric and epistemic uncertainty by combining a Conditional Masked Autoregressive normalizing flow for estimating aleatoric uncertainty with a flexible probabilistic predictor for epistemic uncertainty. The framework supports integration with any probabilistic model class, allowing users to easily adap…

Fast 300.000 km: Mit Abstand umfangreichste Karte der Römerstraßen online
Das Straßennetz des antiken Roms wird seit Jahrhunderten erforscht und trotzdem ist es nur unzureichend kartiert. Das soll die bislang größte Karte ändern.

A former Teen Vogue editor reflects on the magazine's legacy as a point of entry for early-career journalists and the pressure it faced not to cover politics (Allegra Kirkland/Talking Points Memo)
https://talkingpointsmemo.com/cafe/wha…

What We Lost When Condé Nast Unceremoniously Shuttered Teen Vogue 
This article is part of TPM Cafe, TPM’s home for opinion and news...

Paris-based CRM unicorn Brevo, formerly known as Sendinblue, raised €500M and says it surpassed €200M in ARR in 2025 (Anna Heim/TechCrunch)
https://techcrunch.com/2025/12/03/new-unicorn-brevo-raises-583m-to-challenge-crm-giants/

New unicorn Brevo raises $583M to challenge CRM giants | TechCrunch
Brevo, a customer relationship management company headquartered in Paris, is now a unicorn.

@… #talos #k8s #cilium
Posted part two of my homelab k8s cluster series:
https://unixorn.github.io/post/homelab/k8s/02-k8s-cilium-r53-and-cert-manager/
This one covers using cert-manager to create certificates for domains hosted on Route 53 and setting up a basic https service using Cilium and also automatically redirecting http to https.

Curiously large number of replies to this thread, and a whole lot of them fall into two camps:
“Obviously the original story was bunk and we shouldn’t have trusted it”
“Obviously this debunking is questionable and we shouldn’t trust it”
My main takeaway from the article is that •nothing• is obvious, and we need to be comfortable living with a bit of uncertainty — and being willing to see and act on larger patterns despite uncertainty.

After Kyiv’s uncrewed fleet succeeded in curbing the movements of Russia’s once-dominant Black Sea navy
The commander of sea-drone operations for Ukraine’s military intelligence agency
says more complex strikes against Russian forces are expected next year
In an interview with The Associated Press, the head of the specialized maritime drone unit, Group 13,
said Ukraine’s attacks have forced Russia to adapt,
limiting opportunities for major Black Sea strikes seen…

Ukraine's sea drone commander says AI targeting will add pressure on Russia
A top Ukrainian sea-drone commander says more complex attacks on Russian forces are expected next year as Kyiv’s uncrewed fleet continues to restrict the once-dominant Black Sea navy. The officer, known as “13th,” told The Associated Press that Russia has adapted by keeping ships in port and operating at greater distances, reducing opportunities for high-profile strikes. The defense intelligence agency's Group 13 operates Magura drones that have played a key role in limiting Russian movem…

Ireland launches Europe's first unscripted tax credit, offering a 20% rebate on the lowest eligible expenditure, capped at €15M per production, until 2028 end (Jesse Whittock/Deadline)
https://deadline.com/2026/01/ireland-unscripted-tax-credit-1236664183/

Ireland Introduces Europe’s First Unscripted Tax Credit
Ireland is launching Europe's first tax relief system for unscripted productions, offering a rebate of up to 20% of expenditure.