2025-12-10 00:37:42
Probing departures from $\Lambda$CDM by late-time datasets
Himanshu Chaudhary, Vipin Kumar Sharma, Salvatore Capozziello, G. Mustafa
https://arxiv.org/abs/2510.08339 https://
An automated probabilistic asteroid prediscovery pipeline
Sage Li, Alex Geringer-Sameth, Nathan Golovich
https://arxiv.org/abs/2510.07588 https://arxiv.org…
RE: https://mastodon.social/@Gargron/115830256203421976
Always remember what is possible when it's against an ideological enemy or economically viable.
DEBATE: Is Trump a viable mediator for peace?: https://benborges.xyz/2025/12/17/debate-is-trump-a-viable.html
Baidu says its Apollo Go robotaxi hit 250,000 weekly orders globally as of October 31, matching Waymo's 250,000 weekly paid US rides reported in April 2025 (Evelyn Cheng/CNBC)
https://www.cnbc.com/2025/11/03/china-baidu-robotaxis-alphabet-waymo-.html…
California is turning drought-stricken farmland into a massive solar opportunity.
The Westlands Water District in the San Joaquin Valley plans to generate 21 gigawatts of solar energy on fallowed agricultural land. It's a win-win: preserving what farmland remains viable while putting dry, empty fields to work producing clean energy.
The project includes battery storage and community benefits too.
XFCE4 seems like a viable desktop environment if/when KDE ceases to be serviceable. I'll have to port my Beat-It! plugin, and may need to write or massage some existing ones (the task switcher/launcher situation is...sub-optimal), but there's still time.
Taking notes from the successes and failures of the Russian revolution, a group of anarchists (including Nestor Makhno, a Ukrainian anarchist militant who was critical in defeating the Tzar's army and who later also fought the Red Army) wrote a document titled the "Organizational Platform of the Libertarian Communists." This document came to be known as "The Platform." It remains one of the most important first-hand revolutionary documents, outlining a clear revolutionary plan.
I've taken this, the Viable System Model from cybernetics, and my own organizing experience, to describe an organization to confront the current set of crises.
This continues to build on the stuff I have been writing, but it's a lot less high level theory and a lot more specific.
https://anarchoccultism.org/building-zion/a-solarpunk-fractal-microservices
As always, editing notes (typos, grammar, spelling, etc) are always welcome, as are any questions. My ADHD brain tends to go a lot faster than anything else, so I have a tendency to drop words and have a lot of trouble catching them later. Between my ADHD and mild dyslexia, it can be pretty hard for me to catch when autocorrect gives me the wrong word.
A lot of folks have already been super helpful in offering their editing support, and I'm really grateful. Writing this has felt collaborative, and it should. On the one hand this comes from my own experience and research, but on the other I'm also voicing things that have come from conversations here. This has all been a bit of my voice and a bit of the federated world, and I'm really appreciating that.
Syntax is not Semantics
Language is not the same as intelligence.
The entire AI bubble is built on ignoring that.
https://www.theverge.com/ai-artificial-intelligence/827820/large-language-models-ai-intellige…
Large language mistake:
"Le problème est que, selon les connaissances actuelles en neurosciences, la pensée humaine est largement indépendante du langage humain — et nous avons peu de raisons de croire que des modèles linguistiques toujours plus sophistiqués permettront de créer une forme d'intelligence qui égalera ou surpassera la nôtre."
#IA
"the drops in sales volumes are largely the results of French and EU car manufacturer’s own strategic choice to prioritise large, more profitable models [.] Despite lower sales volumes, their operating margins have increased. This premiumisation trend is not new, but it has accelerated in recent years, to the point of backfiring, with manufacturers now facing a sharp drop in sales and factories standing idle.
Rolling back the EU’s 2035 targets won’t solve the problem."
Random thought: humans view trees as vulnerable because they can't move out of the way of danger. But consider:
1. A single tree can produce tens of thousands of offspring.
2. Many of those seeds can remain dormant and viable for millennia.
3. Some living trees survive fit millennia themselves.
4. Trees vastly outnumber humans, maybe up to 100:1.
5. Many seeds die, but those that don't have found a niche that supplies them everything they need without having to move.
In contrast, humans:
1. Only produce a few dozen offspring at most. Barely replace their own population.
2. Cannot remain dormant once birthed.
3. Only survive for a century tops. Can only reproduce for maybe half that time.
4. So few of us. Individual humans live hundreds of feet apart, or at least dozens even in the densest cities.
5. Need to constantly burn energy moving around for their next meal. Could starve and die at any time in just a few days if they can't find water.
At a species level, the survival of humans begins to look much more perilous than the survival of many tree species.
Also I forgot to add:
6. Humans kill *each other* all the time. What the fuck humans?!? We have made ourselves our own biggest threat.
Trees do compete locally for water and sunlight and thus do kill each other, but only via circumstance, not intentionally.
Basically, all brain implants aimed at restoring vision to the blind are just moonshot projects that challenge technological progress which will next shift to other, broader application fields to find commercially viable markets. https://chatgpt.com/share/695245f9-9c78-8004-bf95-d7f…
"Energy storage could cut Brazil’s electricity system costs 16% in 2029"
#Brazil #Energy #Batteries
In a letter, David Ellison told the WBD board that Paramount was WBD's only viable suitor, as offers from bigger companies would invite regulatory scrutiny (New York Times)
https://www.nytimes.com/2025/10/22/business/dealbook/paramou…
Modeling European Beech masting events shows (1) conditions that trigger masting are becoming more frequent, (2) this is reducing viable seed production, and (3) "Severe disruptions to masting are projected to become the norm, with the greatest reductions (up to ~83%) at colder margins."
https://doi.org/10.1111/ele.70284
Reading Tim O'Reilly's essay on the economic future of #AI, one sentence stands out:
"By product-market fit we don’t just mean that users love the product or that one company has dominant market share but that a company has found a viable economic model, where what people are willing to pay for AI-based services is greater than the cost of delivering them"
/Continued
Thanks Resilience.org for reposting and correcting the title.
Prospects for Degrowth: the story so far - resilience
https://www.resilience.org/stories/2025-10-16/prospects-for-degrowth-the-story-so-far/
@… This seems strange. If you going to go FOSS on every tool you want to use on the computer, you might as well go FOSS on the OS. The main barrier to ditching Windows is not Linux, it is the apps anyway. With macOS, I can understand that for M-series Macs, switching the OS is not a viable option. But anything before that should be fine.
"This is a new reality that we are dreaming and weaving together."
This is either the last or second to last section of Kairos I'm writing. This is the most specific so far. After that it's editing and making it feel more like a single consistent text than a bunch of essays. I hope it's worth the read.
Feedback is always welcome, especially editing (typos, grammar, etc), and questions.
https://anarchoccultism.org/building-zion/a-solarpunk-fractal-creating-a-viable-system-91h5
New documents and court records obtained by EFF show that
Texas deputies queried Flock Safety's surveillance data 💥in an abortion investigation,
contradicting the narrative promoted by the company and the Johnson County Sheriff that she was
“being searched for as a missing person,” and that“it was about her safety.”
The new information shows that deputies had initiated a "death investigation" of a "non-viable fetus," logged evidence of a woman’…
The traditional strategy to address social problems in canada is to jail anyone with a viable solution.
#posiwid
https://www.cbc.ca/news/canada/british-columbia/dulf-compassion-club-guilty-drug-trafficking-9.6972135
Solar panels and crops growing together? It's called agrivoltaics, and it just got a major boost.
DC-based Okovate acquired startup Fundusol to integrate Stanford & Carnegie Mellon tech that optimizes solar arrays for different crops using genetic algorithms. The goal: make solar farming economically viable for rural communities across the US.
US approving Nvidia H200 exports to China is based on the idea that Huawei is a viable competitor, but data shows the gap between Nvidia and Huawei is widening (Chris McGuire/Council on Foreign Relations)
https://www.cfr.org/article/chinas-ai-chip…
PCIe any% speedrun, day 6: Almost at minimum-viable-baseline-happy-path status!
It's still 2.5 GT/s only, I haven't implemented up-negotiation to 5 GT/s speed yet (or tested that on the SoC side for that matter).
Configuration reads and writes work; they're translated to APB bus transactions and bridged to an APB register block that reports a bunch of hard coded default values and lets you change a few things like BARs.
Dak on battling Quinn, Commanders: 'I'm pumped. We gotta win.' https://www.dallascowboys.com/news/dak-on-battling-quinn-commanders-i-m-pumped-we-gotta-win
* L'État doit-il protéger les consommateur.ice.s, ou seulement assurer ses missions régaliennes ?
* Un service public se mesure-t-il Š son utilité sociale ou Š son équilibre budgétaire ?
* Une information indépendante sous financement privé est-elle viable?
Un choix politique, deux modèles de société... La Cour des Comptes, le gouvernement Lecornu et le Parlement ont choisi.
"Un bon service public est un service public mort."
Locket: Robust Feature-Locking Technique for Language Models
Lipeng He, Vasisht Duddu, N. Asokan
https://arxiv.org/abs/2510.12117 https://arxiv.org/pdf/251…
"Japanese Scientists Recycle PTFEs with Electron Beam Plastic Recycling"
#Japan #Recycling
https://happyeco…
Experimental insights into data augmentation techniques for deep learning-based multimode fiber imaging: limitations and success
Jawaria Maqbool, M. Imran Cheema
https://arxiv.org/abs/2511.19072 https://arxiv.org/pdf/2511.19072 https://arxiv.org/html/2511.19072
arXiv:2511.19072v1 Announce Type: new
Abstract: Multimode fiber~(MMF) imaging using deep learning has high potential to produce compact, minimally invasive endoscopic systems. Nevertheless, it relies on large, diverse real-world medical data, whose availability is limited by privacy concerns and practical challenges. Although data augmentation has been extensively studied in various other deep learning tasks, it has not been systematically explored for MMF imaging. This work provides the first in-depth experimental and computational study on the efficacy and limitations of augmentation techniques in this field. We demonstrate that standard image transformations and conditional generative adversarial-based synthetic speckle generation fail to improve, or even deteriorate, reconstruction quality, as they neglect the complex modal interference and dispersion that results in speckle formation. To address this, we introduce a physical data augmentation method in which only organ images are digitally transformed, while their corresponding speckles are experimentally acquired via fiber. This approach preserves the physics of light-fiber interaction and enhances the reconstruction structural similarity index measure~(SSIM) by up to 17\%, forming a viable system for reliable MMF imaging under limited data conditions.
toXiv_bot_toot
Sequestered Conformal Anomaly Mediation (SCAM)
Michael Nee, Lisa Randall
https://arxiv.org/abs/2510.11784 https://arxiv.org/pdf/2510.11784
AppLovin shut down Array last quarter, calling it "a test product" that wasn't "economically viable", after allegations it led to unwanted Android app installs (Bloomberg)
https://www.bloomberg.com/news/articles/20
Important decision for #V2G in Germany: parliament approves a legislative amendment that exempts electricity stored and supplied by bidirectional charging cars from energy tax and network costs. This makes the business case viable (and equivalent to large stationary batteries).
FS-RWKV: Leveraging Frequency Spatial-Aware RWKV for 3T-to-7T MRI Translation
Yingtie Lei, Zimeng Li, Chi-Man Pun, Yupeng Liu, Xuhang Chen
https://arxiv.org/abs/2510.08951 https…
Some years ago, a Russian team came closest to turning training of blind people to see with The vOICe into a commercially viable business, a bit like how Linux service companies make a living from the otherwise free Linux https://www.youtube.com/playlist?list=PLmrvukzbS44S…
Cosmological implications of LRS Bianchi type-I cosmological model in $f(T)$ gravity
Shivangi Rathore, S. Surendra Singh
https://arxiv.org/abs/2510.10428 https://
GeoPipe: a Geo-distributed LLM Training Framework with enhanced Pipeline Parallelism in a Lossless RDMA-enabled Datacenter Optical Transport Network
Jun Dai, Xiaorun Wang, Kexiong Fang, Zheng Yang, Yuefeng Ji, Jiawei Zhang
https://arxiv.org/abs/2510.12064
After almost two centuries,
Baker & Taylor,
a nationwide library book distributor,
will reportedly shut down operations in January.
Baker & Taylor CEO Aman Kochar told employees Monday that following a recent failed acquisition deal with ReaderLink, the Charlotte-based company has no viable path forward, though he had hoped to find another solution
Coherent Optical Control of Electron Dynamics in Patterned Graphene Nanoribbons
Riek H. R\"ustemeier, H. P. Ojeda Collado, Ludwig Mathey
https://arxiv.org/abs/2510.08678 ht…
Interesting corollary to the #Perseverance discovery in the Bright Angel formation on #Mars making headlines 1 1/2 months ago: at a public talk in Bochum as part of a mathematics outreach event - #Life Detection scale #MarsSampleReturnMission the rating could jump up to 5 or 6 after lab analysis.
Green also remarked that the sample tubes dropped by Percy are up for grabs for *any* spacefaring nation capable of doing a MSRM - including China though they don't plan to go after the Percy samples with their upcoming #Tianwen3 mission (https://en.wikipedia.org/wiki/Tianwen-3) as far as he has heard. And regardless of where they'll get their own samples they could advance the case for life, perhaps even extant, on Mars a lot - which Green feels has been all but made in the past decades of Mars research anyway. Oh, and he also thinks terraforming Mars is quite viable ...
Cowboys OC Klayton Adams Possible Fit as Head Coach in NFC West https://heavy.com/sports/nfl/dallas-cowboys/offensive-coordinator-klayton-adams-head-coach/?adt_ei=[email]
Effect of stochastic kicks on primordial black hole abundance and mass via the compaction function
Sami Raatikainen, Syksy Rasanen, Eemeli Tomberg
https://arxiv.org/abs/2510.09303
The Gravitational Wave Memory from Binary Neutron Star Mergers
Jamie Bamber, Antonios Tsokaros, Milton Ruiz, Stuart L. Shapiro, Marc Favata, Matthew Karlson, Fabrizio Venturi Pi\~nas
https://arxiv.org/abs/2510.09742
Mixed higher-order coupling stabilizes new states
Per Sebastian Skardal, Federico Battiston, Maxime Lucas, Matthew S Mizuhara, Giovanni Petri, Yuanzhao Zhang
https://arxiv.org/abs/2510.09387
The polar debris disc around 99 Herculis: A potential signpost for polar circumbinary planets
Jeremy L. Smallwood, William DeRocco, Zhizhen Qin, Antranik A. Sefilian
https://arxiv.org/abs/2510.08698
Tropical islands are turning their biggest challenge into their greatest strength.
Vulnerable to climate change and dependent on expensive fossil fuels, island nations are proving that carbon neutrality by 2050 is economically viable. Solar PV is leading the charge, with innovative Solar-to-X tech converting sunshine into e-fuels and e-chemicals to power hard-to-decarbonize sectors.
"New Zealand approves 200 MWh solar-plus-storage project"
#NewZealand #SolarPower #Energy #Remewables