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://
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…
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/
@… #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…
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/