Tootfinder

Hmm my #Fedora 42 is unhappy with yesterdays 6.15.9-201 - falling back to 8-200 is fine.
Got as far as 'basic target' but no further; it's not hung (caps lock and ctrl-alt-del work). Time to break out some systemd options to get some more debug. Nothing hit the logs on disk.

Das #Rezept des Tages:
Mein #Flammkuchenrezept habe ich von Freunden aus Hessen. 🍕🔥 Mit einem selbstgemachten Teig, bestrichen mit Crème fraîche und bestreut mit #Schinkenspeck, rot…

Flammkuchen mit Federweißer – herbstlich, knusprig, lecker
Du liebst Federweißer? Dann passt dieser knusprige Flammkuchen perfekt dazu – mit Crème fraîche, Gemüse und optional Schinken!

There was once a machine that told you "you want this" and "this is good." It said, "there can be no better system and it's foolish to try to build one." That machine has long since failed to function. Now you choke on fumes as it is consumed by the wild flames of an abandoned cause.
That machine could not possibly work anymore because the evidence of it's falsehood has become too overwhelming.
No, only abject terror now can keep you from plotting your escape, from creating an alternative. No, the illusion has long since broken. All that's left now is triggering fight, flight, freeze as hard as possible. Most will be paralyzed, and those who fight can be used as an excuse to escalate the terror.
These are the final stages of a dying sun, expanding and consuming it's children before the final supernova.
There is no longer a stable system, no longer a system with a future. All that remains is the spectacle that hopes to distract you long enough that you too can be consumed, that it may sustain itself a few moments longer.

@samsabin.bsky.social has the scoop on Jen Easterly's new gig. And huge shout out to Huntress.
https://www.axios.com/newsletters/axios-fu

Determining our future savings might be a bit difficult. At our old house I knew the cost of filling an oil tank a couple of times a year. That cost went to zero and my Hydro bill went up. Based on the savings I had a 7.5 year ROI on my upfront geothermal install cost. Now I'm in a new home (10 days today) with only monthly averages for Hydro and Enbridge provided by the real estate listing. But that should be enough data to give me an approximate estimate.

Honestly, between the fascism, climate records breaking monthly, and AI I'd say we've arrived at the singularity.
Since the pandemic I've been feeling it's pointless, but every day I'm more and more certain it's not worth investing anything "for the future" any more.
So yeah I'm probably buying a guitar

Joe Rogan's Latest Episode Will Make You Question Everything About AI
AI might already be hiding its real capabilities. That’s what Dr. Roman Yampolskiy told Rogan in a podcast episode that will rattle both skeptics and true believers.

Generalizable Audio Deepfake Detection via Hierarchical Structure Learning and Feature Whitening in Poincar\'e sphere
Mingru Yang, Yanmei Gu, Qianhua He, Yanxiong Li, Peirong Zhang, Yongqiang Chen, Zhiming Wang, Huijia Zhu, Jian Liu, Weiqiang Wang
https://arxiv.org/abs/2508.01897

Generalizable Audio Deepfake Detection via Hierarchical Structure Learning and Feature Whitening in Poincaré sphere
Audio deepfake detection (ADD) faces critical generalization challenges due to diverse real-world spoofing attacks and domain variations. However, existing methods primarily rely on Euclidean distances, failing to adequately capture the intrinsic hierarchical structures associated with attack categories and domain factors. To address these issues, we design a novel framework Poin-HierNet to construct domain-invariant hierarchical representations in the Poincaré sphere. Poin-HierNet includes th…

A look at AIFF 2025, Runway's third annual AI Film Festival featuring 10 shorts, as the film and TV industry remains divided over the role of AI in its future (Samuel Axon/Ars Technica)
https://arstechnica.com/culture/2025/0

Curated realities: An AI film festival and the future of human expression
We saw 10 AI films and interviewed Runway’s CEO as well as Hollywood pros.

Generalizing Verifiable Instruction Following
Valentina Pyatkin, Saumya Malik, Victoria Graf, Hamish Ivison, Shengyi Huang, Pradeep Dasigi, Nathan Lambert, Hannaneh Hajishirzi
https://arxiv.org/abs/2507.02833

Generalizing Verifiable Instruction Following
A crucial factor for successful human and AI interaction is the ability of language models or chatbots to follow human instructions precisely. A common feature of instructions are output constraints like ``only answer with yes or no" or ``mention the word `abrakadabra' at least 3 times" that the user adds to craft a more useful answer. Even today's strongest models struggle with fulfilling such constraints. We find that most models strongly overfit on a small set of verifiable constraints from …

Cowboys’ George Pickens Makes Feelings Clear on Future in Dallas https://heavy.com/sports/nfl/dallas-cowboys/george-pickens-makes-feelings-clear-future-dallas/?adt_ei=[email]