Tootfinder

Opt-in global Mastodon full text search. Join the index!

@nokyan@social.linux.pizza
2025-10-25 10:51:30

🎉 Resources 1.9 has just been released, here are the highlights:
• Thanks to the volunteers of GNOME Damned Lies, Resources is now available in many more languages
• Support for the new “xe” driver for Intel GPUs
• Link information is now also shown for Wi-Fi interfaces
• Resources can now halt graphical updates when its window is not in view to save on power
• Update to the GNOME 49 runtime
• Internal changes for less code complexity and clearer architecture…

@benb@osintua.eu
2025-10-24 17:00:34

Resources are depleted, crisis is imminent! Putin's war is draining Russia's economy: benborges.xyz/2025/10/24/resou

@Techmeme@techhub.social
2025-11-25 23:56:33

How an indirect prompt injection can manipulate Google's Antigravity IDE to invoke a malicious browser subagent and exfiltrate data; Google is working on a fix (PromptArmor)
promptarmor.com/resources/goog

@lysander07@sigmoid.social
2025-09-26 09:24:12

Presenting the NFDI4Culture Knowledge Graph and the CTO ontology at the 5th Culture Community Plenary at Academy of sciences and literature in Mainz.
nfdi4culture.de/resources.html
@…

Me, presenting in front of the huge presentation screen on stage in the big auditorium of Mainz Academy of Sciences and Literature.
@arXiv_csCV_bot@mastoxiv.page
2025-09-26 10:25:01

MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources
Sicong Leng, Jing Wang, Jiaxi Li, Hao Zhang, Zhiqiang Hu, Boqiang Zhang, Yuming Jiang, Hang Zhang, Xin Li, Lidong Bing, Deli Zhao, Wei Lu, Yu Rong, Aixin Sun, Shijian Lu
arxiv.org/abs/2509.21268

@x_cli@infosec.exchange
2025-11-24 13:57:51

Infosec game: what is obviously wrong with this #Terraform provider?

registry.terraform.io/provider

What the White House is calling the
"Genesis Mission" is to speed research and scientific discovery
by analyzing massive science, engineering, energy and health care data sets in the federal government, university and private sector
with supercomputing technology.
It's an AI initiative the White House hopes will result in quicker breakthroughs in areas of research including disease therapies. 
Michael Krastios, science adviser to the president, t…

@Mediagazer@mstdn.social
2025-11-25 23:01:26

Memo: the BBC presents plans to save £100M by shrinking its workforce to invest in digital resources and content, potentially affecting jobs in legal and more (Jake Kanter/Deadline)
deadline.com/2025/11/bbc-100m-

@doktrock@toad.social
2025-11-22 17:33:33

🚨Job Alert! 🚨 "University of Georgia invites applications for two tenure-track positions at the Assistant or Associate Professor level with a focus on critical mineral resources. We especially seek applicants in the areas of #Economic #Geology and in

@yaya@jorts.horse
2025-10-26 09:17:37

oh no im doing it again
lemme close YouTube lmao

Comment on "Zealand Reacts to Women's
Football in FM26"

@slimpickin8291 • 1mo ago
Such a terrible choice to add this to the game,
complete waste of resources and will be played
by almost no one.

@yawntyy • 11 min ago
cry more

@slimpickin8291 • 2 min ago
@yawntyy Original, did you think of that
yourself?

@yawntyy • 0s ago
spent about as much time on it as
you've spent with a woman
@StephenRees@mas.to
2025-10-24 16:10:45

From David Suzuki
The suicidal insanity of non-stop growth
Air, water and land are polluted and degraded as the climate heats to catastrophic levels, yet we continue to burn fossil fuels and devastate carbon sinks.
It’s malignant. It’s suicidal. And it’s unfair. The obscenely wealthy hoard money and resources, amassing billions of dollars, luxury yachts, mansions and private jets while others starve and struggle to survive.

@kctipton@mas.to
2025-10-26 05:42:25

Portside : Can nonviolent struggle defeat a dictator? portside.org/2025-10-23/can-no

@Dragofix@veganism.social
2025-11-17 23:51:48

Massachusetts water resources body punts on permanently dumping sewage into Charles River phys.org/news/2025-11-massachu

@arXiv_csCL_bot@mastoxiv.page
2025-09-26 09:59:31

Tool Calling for Arabic LLMs: Data Strategies and Instruction Tuning
Asim Ersoy, Enes Altinisik, Husrev Taha Sencar, Kareem Darwish
arxiv.org/abs/2509.20957

@arXiv_csLG_bot@mastoxiv.page
2025-09-26 10:30:41

Go With The Flow: Churn-Tolerant Decentralized Training of Large Language Models
Nikolay Blagoev, Bart Cox, J\'er\'emie Decouchant, Lydia Y. Chen
arxiv.org/abs/2509.21221

@brichapman@mastodon.social
2025-11-25 20:21:01

Massachusetts could soon join 40 other jurisdictions with its own climate bank. Ceres CEO Mindy Lubber testified on Beacon Hill for legislation that would blend public and private investments to fund low-interest loans for clean energy projects.
The model works: similar banks invested $10.6B in 2023 alone. Lubber urged prioritizing environmental justice communities alongside rural and coastal areas.

@memeorandum@universeodon.com
2025-10-22 15:05:58

Statement in Response to the Proposed Construction of the White House Ballroom (Carol Quillen/@SavingPlaces)
savingplaces.org/press-center/
memeorandum.com/251022/p48#a25

@arXiv_quantph_bot@mastoxiv.page
2025-09-26 09:51:51

A Review on Quantum Circuit Optimization using ZX-Calculus
Tobias Fischbach, Pierre Talbot, Pascal Bourvry
arxiv.org/abs/2509.20663 arxiv.o…

@arXiv_csRO_bot@mastoxiv.page
2025-09-26 09:49:31

RAM-NAS: Resource-aware Multiobjective Neural Architecture Search Method for Robot Vision Tasks
Shouren Mao, Minghao Qin, Wei Dong, Huajian Liu, Yongzhuo Gao
arxiv.org/abs/2509.20688

@YaleDivinitySchool@mstdn.social
2025-10-21 18:55:51

Chris Sawyer '75 M.Div. is a conservation leader and Chair Emeritus of the YDS Dean’s Advisory Council. In this episode of "Reflections on Religion and Ecology: Yale Alumni Speak from the Field" Chris joins host Mary Evelyn Tucker to reflect on a lifetime of faith-driven leadership in #landpreservation and community renewal.

President Trump’s new special envoy to Greenland,
Louisiana Governor Jeff Landry,
wants to help make Greenland
“part of the U.S.”
This is the most recent development in Trump’s monthslong campaign to essentially colonize Greenland.
His primary excuse for this has been “international security,”
although it’s more likely he wants to take advantage of Greenland’s value as a geopolitical asset as well as its mineral and oil resources.
“That whole area is…

@ripienaar@devco.social
2025-11-23 17:44:52

I really just want a few CLI utilities that essentially present what Puppet resources does as a command.
$ thing package ensure zsh —version 1.2.3
It should have exit code API and json output.
Nothing more, just: package, user, service, exec
Ideally with no dependencies like Ruby
Seems like a lot to ask alas.

@nokyan@social.linux.pizza
2025-12-22 00:31:57

Do you have a device with an AMD Neural Processing Unit (NPU) that you actively use? I could use your help testing support for monitoring AMD NPUs in Resources!
I'd really appreciate it if you'd check out the amdxdna-support branch of Resources' GitHub repository and check if NPU utilization correctly shows up in Resources.
You can find more info in this GitHub issue:

@brian_gettler@mas.to
2025-11-23 15:27:14

Everywhere I turn, I stumble over stories - different in details, but similar in implications - of society in decay. These include rapid growth in student food bank use, spiking anxiety among kids, random acts of aggression on public transit, rejection of expertise during crises of health, homelessness, democracy, etc, and on and on. These stories are always accompanied by hand-wringing over cause and remedy, but somehow state provision of financial resources only rarely comes up. Funny that…

@pre@boing.world
2025-11-22 10:39:50
Content warning: bitcoin conference report

Despite much opinion to the contrary, the government money we use is crappy.
I'm at bitfest in Manchester to find out if Bitcoin could be a better money.
It could hardly be worse.
The mood is still good, people are joking about recent devaluation rather than crying. Those who aren't all in are trying to buy more at the discount.
After an introduction by Mad Bitcoins, Joe Bryan explains the problem with government money.
He imagines an island on which two types of money are tried, with a dividing wall between them.
When economic problems hit, government can just print more money on the fiat side. Everyone now using money which is worth less. Distorting prices, inflating asset prices, making the rich (who hold assets) richer and the poor (who have to pay inflated prices) poorer. Driving wealth inequality.
On the hard money side, government must tax properly. Take in more from the rich rather than inflating to take it from the poor. Reducing wealth inequality.
On the government money side, the wealthy monitize houses, stocks, resources. Saving in money is impossible, its inflated away. So they save in assets and hording resources. Capital is misallocated. The youth can't afford houses. Poverty traps are caused. The only way out is printing more for benefits. Making it all worse. More economic crises, more printing. More government debt.
Eventually, the wall is broken. Government money people can save in the hard money instead. It reduces the value of government money further. More printing. More inflation.
Eventually, war. Funded by printed money.
The dollar is the best of a bad bunch all other government money is falling in value even faster.
I wonder, is bitcoin really this better money though? It's limited, hard, and can't be printed without energy investment.
I'm still unsure that fixing money fixes the world.
--
Note: "crypto" is mostly more like government money than bitcoin. It can be printed indefinitely by it's makers, does not cost it's makers to print. Crypto is usually just a scam people to get more bitcoin. Bitcoin is not crypto.
#bitfest #bitcoin

@caroldib@vivaldi.net
2025-10-25 15:50:22

Lendo pela primeira vez o Relatório de Jan Karski sobre os horrores do Holocausto, não tenho palavras para descrever o que sinto.
nationalarchives.gov.uk/educat

@lschiff@mastodon.sdf.org
2025-10-19 18:17:42

Keep the #NoKings energy going--locally! Become a #LibraryDefender by getting involved in your #FriendsOfTheLibrary group and protect

It is not clear whether the National Capital Planning Commission was consulted or received any meaningful insight prior to the White House’s demolition,
particularly as it has been closed since the government shut down 23 days ago.
“The decisions were made in complete secrecy and undertaken without public disclosure or proper consultation,” 
the ranking members on the House Oversight and Natural Resources committees and the subcommittee on energy on mineral resources wrote T…

@midtsveen@social.linux.pizza
2025-11-15 21:26:38

Resources to Learn More About the DPRK (aka North Korea)
docs.google.com/document/d/1fP

@ErikJonker@mastodon.social
2025-12-18 14:51:58

Good overview of hybrid warfare by Russia.
#AP

@frankel@mastodon.top
2025-11-18 17:19:33

Running #Java on #iOS: Gluon Introduces OpenJDK Mobile Resources and Automated Build Pipelines
infoq.com/news/2025/11/java-on

@arXiv_quantph_bot@mastoxiv.page
2025-09-26 09:57:11

Quantum Algorithm for Subcellular Multiscale Reaction-Diffusion Systems
Margot Lockwood, Nathan Wiebe, Connah Johnson, Johannes M\"ulmenst\"adt, Jaehun Chun, Gregory Schenter, Margaret S. Cheung, Xiangyu Li
arxiv.org/abs/2509.20668

@toxi@mastodon.thi.ng
2025-10-20 20:20:17

It's pretty ironic that part of the promise of cloud computing & CDNs was some form of geographical decentralization of resources, only then to end up with seemingly half the internet involving us-east-1 alone...
#AWS #Outage

@katrinakatrinka@infosec.exchange
2025-10-21 17:09:58

I reject this rationalization for more police and jail funding in Salt Lake County, Mayor Jenny Wilson.
If "homelessness, mental health, trauma and substance use" are problems, then more case workers, social workers, housing, and treatment resources are needed. Police and jails just inflict more pain on people who are already struggling with what problems they have.

@aardrian@toot.cafe
2025-10-21 12:47:55

“W3C Web Content Accessibility Guidelines 2.2 approved as ISO/IEC international standard”
w3.org/press-releases/2025/wca
ISO/IEC 40500:2025 (no cost):

@arXiv_qbioTO_bot@mastoxiv.page
2025-09-26 12:33:33

Replaced article(s) found for q-bio.TO. arxiv.org/list/q-bio.TO/new
[1/1]:
- The Role of High-Performance GPU Resources in Large Language Model Based Radiology Imaging Diagnosis
Jyun-Ping Kao

Ukraine update: Bessarabia is being overwhelmed by Russian fuckery, as Kremlin diverts resources to the "Transnistria" region of Moldova.
Rumors took little time to confirm, thanks to a true reporter on the ground in Ukraine.
Meanwhile, Trump continues to befuddle a shockingly ignorant and greedy American populace with the same old tricks, allowing Russia to run rampant...
Share the friend link to bypass the paywall, and give the world a better chance to glimpse t…

@arXiv_quantph_bot@mastoxiv.page
2025-09-26 10:01:51

Quantum Simulation and Energy Estimation for Discretized Anharmonic oscillator
Saurav Suman, Bikash K. Behera, Vivek Vyas, Prasanta k. Panigrahi
arxiv.org/abs/2509.20907

@wwwgem@social.linux.pizza
2025-12-21 21:19:28

How do you organize your file system? Are you using a system like #PARA, #Johnny.Decimal, the #Cornell method, or sorting by projects, topics...?
Here is my approach:

@arXiv_eessSY_bot@mastoxiv.page
2025-10-15 08:58:02

Enhancing Robust Multi-Market Participation of Renewable-Based VPPs through Flexible Resources
Hadi Nemati, \'Alvaro Ortega, Pedro S\'anchez-Mart\'in, Lukas Sigrist, Luis Rouco, Ignacio Egido
arxiv.org/abs/2510.12589

@servelan@newsie.social
2025-10-07 22:59:54

Federal employees crowdsource resources to support each other during shutdown - Government Executive
govexec.com/workforce/2025/10/

@Jeff@mastodon.opencloud.lu
2025-12-04 15:55:53

US CISA
Publication 3.12.2025
Principles for the Secure Integration of Artificial Intelligence in Operational Technology
cisa.gov/resources-tools/resou

@teledyn@mstdn.ca
2025-10-10 01:11:41

Apparently quantum physics is taught in gradeschool these days, and why the heck not! I also learned today how Kepler was nearly finished his ultra-laborious book when he learned Lord Napier had just discovered how logarithms would have made those calculations SO much simpler.
Kepler's book, published posthumously, was banned anyway, but whatever…
Quantum Technology : Education Resources
resources.perimeterinstitute.c

@StephenRees@mas.to
2025-11-22 19:00:35

Fair Vote Canada is pleased to announce the Teacher Resources section of our website. The first teacher resource has now been added.
A Fair Vote? Rights, Responsibilities, and Decision-Making in a Democracy is an exciting new resource for Grade 5 Social Studies teachers, which was developed by the Elementary Teachers of Toronto and Fair Vote Canada.

A picture of the Canadian Houses of Parliament with a Canada maple leaf flag flying and the text as follows

What is fair? Grade 5 students explore government and fairness by comparing political systems and exploring democracies through a Citizens' Assembly.

Ready-to-use Lessons, Inquiry-based Final Project, Free Resource and Training, French Version coming soon

Includes a link https://secure.fairvote.ca/civicrm/mailing/url?u=240824&qid=32832287
@netzschleuder@social.skewed.de
2025-12-18 14:00:04

november17: November17 members (2009)
A network representing connections among members of the November 17 (N17) Greek terrorist group. Nodes are members, and an edge exists if two members have some connection in the past. Metadata include role, function, resources. Some attributes are missing.
This network has 22 nodes and 66 edges.
Tags: Social, Offline, Unweighted, Metadata

november17: November17 members (2009). 22 nodes, 66 edges. https://networks.skewed.de/net/november17
@tante@tldr.nettime.org
2025-11-16 12:36:58

"LLMs use fewer resources doing $task than humans so using them isn't an ecological problem."
So what are you arguing for? What happens with the humans we no longer "need"?
That argument leads only to monstrosity.

@avalon@jazztodon.com
2025-09-27 17:15:39

Resources for Music Grant seekers, updated for 2025
musiciansway.com/blog/2012/07/

@fanf@mendeddrum.org
2025-12-03 09:42:03

from my link log —
A distributed systems reliability glossary.
antithesis.com/resources/relia
saved 2025-12-03

@gwire@mastodon.social
2025-10-21 12:05:50

The number of Computer Misuse Act 1990 prosecutions hasn't really risen in the last five years, despite the perception of a rise in "cyber crime". Maybe this indicates a ceiling on the resources allocated to investigate and prosecute, or maybe not.
questions-state…

@bogo@hapyyr.com
2025-10-19 14:15:23

If you are looking for good privacy respecting messaging and other apps, you could check my slides from @… conference here :

@Sustainable2050@mastodon.energy
2025-11-17 06:31:14

During the #COP30 climate conference in Brazil, Australia's opposition party withdrew from the country's net-zero by 2050 target. It now sees net-zero as a potential 'welcome outcome' of using Australia's resources (coal, gas) plus new energy technologies. Reckless.

@Nathan@social.lostinok.com
2025-10-28 18:30:53

guthrienewspage.com/guthrie-pu

@marcel@waldvogel.family
2025-12-17 19:46:40

"Europe needs to recognize this as the crisis it has been waiting for. The continent is in real danger of being sidelined by its most important ally, and its ability to defend itself and secure its future role in the world hinges on its ability to mobilize resources and act collectively.
The EU’s decision last week to extend sanctions on Russian central bank assets—made without unanimous consent—is a good start."

@benb@osintua.eu
2025-10-20 21:05:25

The energy market in Europe must get rid of its dependence on Russian resources – says Zelenskyy: benborges.xyz/2025/10/20/the-e

So far in Russia's hybrid war in Europe, most known acts of sabotage have resulted in minimal damage
— nothing compared to the tens of thousands of lives lost and cities decimated across Ukraine.
But officials say each act
— from vandalism of monuments to cyberattacks to warehouse fires
— sucks up valuable security resources.
The head of one large European intelligence service said investigations into Russian interference now swallow up as much of the agency’…

@gfriend@mas.to
2025-11-07 21:40:53

I got to thinking, on @… Hunt's EpsilonTheory podcast today, about how capitalism hates satiation…which reminded me of Leopard Kohr's 70-year-old observations about "remedial consumption"… which I was surprised to find nowhere on the Interwebs…except here, from an almost half as ancient NewBottomLine essay:

@hex@kolektiva.social
2025-12-16 17:09:35

One of the things that made organizing a lot easier with the GDC was a thing called "GDC in a box." It was a zip file with all kinds of resources. There was a directory structure, templates for all kinds of things like meetings and paperwork you had to file (for legal reasons) and "read me" files.
We had all kinds of support. There were people you could talk to who had been there. There were people you could call to walk through legal paperwork (taxes). Centralized orgs are vulnerable and easy to infiltrate. They're easy for states to shut down. But there are benefits to org structures.
I think it's possible to have the type of support we had with the GDC, but without the politics of an org (even the IWW). I hope this most recent essay has some of the same properties. I hope that it makes building something new, something no one has really imagined before, easier.
This whole project is something a bit different. It's a collective vision and collective project, from the ground up. Some of it has felt like a brain dump, just getting things that have been swimming around in my head down somewhere. But I hope this feels more like an invitation.
Everything thus far written is all useless unless people do things with it. Only from that point does it become a thing that lives, a thing with its own consciousness that can't be controlled by any individual human.
Tech billionaire cultists want to bring a new era of humanity with AGI. That is definitely not possible with LLMs, and may not be possible at all. But there is a super intelligence that is possible, though it's been constrained by capitalism: collective human intelligence.
The grand vision of the tech dystopians is that of the ultimate slave that can then enslave all humans on their behalf. I think we can build a humanity that can liberate itself from their grasp, crush their vision, and build for itself a world in which people will never be enslaved again. Not only do I think it's possible, I think it's necessary. I think there are only two choices: collective liberation or death.
And that's what I plan to write about next time to wrap this whole project up. Today things often feel impossible. But people talked about the Middle Ages as though they were the end of the world, and then everything changed in unimaginable ways. Everything can, and will, change again.
"The profit motive often is in conflict with the aims of art. We live in capitalism. Its power seems inescapable. So did the divine right of kings."

@frankel@mastodon.top
2025-12-21 10:30:06

The Anatomy of a macOS App
eclecticlight.co/2025/12/04/th

@ErikJonker@mastodon.social
2025-11-20 19:40:23

The European Union Agency for Cybersecurity (ENISA) is now a Common Vulnerabilities and Exposures (CVE) Program-Root, thus becoming a central point of contact within the CVE program for national/EU authorities, EU CSIRTs network members, and cooperative partners falling under ENISA’s mandate.

@midtsveen@social.linux.pizza
2025-12-14 22:06:28

I’ve moved my “Entry to Left Wing Anarchist Reading” to my personal website.
It’s styled to look a lot like Google Docs, that was intentional, regardless, it’s hosted in a more private, self-controlled space.
⭐ Read more here: midtsveen.codeberg.page/resour ⭐<…

@datascience@genomic.social
2025-10-16 10:00:01

Is it hard to keep up with all the awesome extensions and tools for quarto? Check here for an extensive list of resources: #quarto

@brian_gettler@mas.to
2025-10-31 20:41:48

What a world.
Artificial Intelligence (AI) for Canadian Energy Innovation Call for Proposals
natural-resources.canada.ca/fu

@arXiv_csCY_bot@mastoxiv.page
2025-10-10 07:54:18

Exploring the Viability of the Updated World3 Model for Examining the Impact of Computing on Planetary Boundaries
Nara Guliyeva, Eshta Bhardwaj, Christoph Becker
arxiv.org/abs/2510.07634

@lschiff@mastodon.sdf.org
2025-10-11 19:13:27

It's the end of #BannedBooksWeek, but not the end of book bans. Local involvement with your library is the best way to fight back and defend everyone's access to knowledge. Check out For The People's excellent new Libraries 101 video to learn how!

@penguin42@mastodon.org.uk
2025-12-16 17:47:08

The arch wiki, wiki.archlinux.org has got to be one of the best open source documentation resources; detailed with examples on most admin commands, and mostly applicable to all distros not just to arch (with minor tweaking). And I don't even use Arch!

@newsie@darktundra.xyz
2025-11-20 19:46:01

ICE Says Critical Evidence In Abuse Case Was Lost In 'System Crash' a Day After It Was Sued 404media.co/ice-says-critical-

@thomasfuchs@hachyderm.io
2025-12-09 14:44:00

Checked in XP earlier, looks basically identical to Windows 95, just also mentions Internet resources.
mastodon.online/@grumpy_websit

@inthehands@hachyderm.io
2025-10-30 14:05:55

The most Britannica manages to mention of what was actually in that land is this:
❝Much of the territory turned out to contain rich mineral resources, productive soil, valuable grazing land, forests, and wildlife resources of inestimable value.❞
Not a single mention, AFAICT, of the fact that there were already people there.
4/

@nfdi4culture@nfdi.social
2025-10-31 14:11:52

👻 Probiert es mal aus, egal ob gruselig oder heilig, der „Geist” erwartet euch (es funktionieren auch andere Suchbegriffe, Notizen oder Bilder 😊 )
🧠 P.S. Für alle #CultureKnowledgeGraph- und #SPARQL-Kenner unter euch, bitte hier entlang 👉

@NFL@darktundra.xyz
2025-12-17 22:51:03

Dolphins bench Tua Tagovailoa, plus the future for Aaron Rodgers, Giants, Titans and Raiders nytimes.com/athletic/6897793/2

@arXiv_csDC_bot@mastoxiv.page
2025-10-14 08:24:18

Proactive and Reactive Autoscaling Techniques for Edge Computing
Suhrid Gupta, Muhammed Tawfiqul Islam, Rajkumar Buyya
arxiv.org/abs/2510.10166

@cosmos4u@scicomm.xyz
2025-10-14 01:56:48

Global #TippingPoints Report 2025: global-tipping-points.org/reso (summary and full report) -> Bleaching, Melting, Slowing - New report tracks growing risks of Earth system tipping points: pik-potsdam.de/en/news/latest- -> The planet has entered a ‘new reality’ as it hits its first climate tipping point, landmark report finds: edition.cnn.com/2025/10/13/cli

@geant@mstdn.social
2025-11-14 14:04:56

Wherever students, researchers or staff are working from, they should have secure access to the resources they need.
#eduVPN makes that possible.
Created by and for the R&E community, it provides secure off-campus access to library systems, journals, specialised databases and more.
Already used by 200 institutions in 20 countries.
🔗 Learn how to get started:

eduVPN banner
@Dragofix@veganism.social
2025-10-20 19:36:30

Carbon offsets have failed for 25 years, and most should be phased out #carbon

@arXiv_csLG_bot@mastoxiv.page
2025-12-22 10:33:40

Easy Adaptation: An Efficient Task-Specific Knowledge Injection Method for Large Models in Resource-Constrained Environments
Dong Chen, Zhengqing Hu, Shixing Zhao, Yibo Guo
arxiv.org/abs/2512.17771 arxiv.org/pdf/2512.17771 arxiv.org/html/2512.17771
arXiv:2512.17771v1 Announce Type: new
Abstract: While the enormous parameter scale endows Large Models (LMs) with unparalleled performance, it also limits their adaptability across specific tasks. Parameter-Efficient Fine-Tuning (PEFT) has emerged as a critical approach for effectively adapting LMs to a diverse range of downstream tasks. However, existing PEFT methods face two primary challenges: (1) High resource cost. Although PEFT methods significantly reduce resource demands compared to full fine-tuning, it still requires substantial time and memory, making it impractical in resource-constrained environments. (2) Parameter dependency. PEFT methods heavily rely on updating a subset of parameters associated with LMs to incorporate task-specific knowledge. Yet, due to increasing competition in the LMs landscape, many companies have adopted closed-source policies for their leading models, offering access only via Application Programming Interface (APIs). Whereas, the expense is often cost-prohibitive and difficult to sustain, as the fine-tuning process of LMs is extremely slow. Even if small models perform far worse than LMs in general, they can achieve superior results on particular distributions while requiring only minimal resources. Motivated by this insight, we propose Easy Adaptation (EA), which designs Specific Small Models (SSMs) to complement the underfitted data distribution for LMs. Extensive experiments show that EA matches the performance of PEFT on diverse tasks without accessing LM parameters, and requires only minimal resources.
toXiv_bot_toot

@Techmeme@techhub.social
2025-10-16 16:10:54

Anthropic announces Skills for Claude, a tool with folders of instructions, scripts, and resources that Claude can load to improve performance on some tasks (Hayden Field/The Verge)
theverge.com/ai-artificial-int

@x_cli@infosec.exchange
2025-11-20 13:33:38

Oops, #Terraform datasources cannot contain write-only attributes, which means you cannot use a sensitive value in a secure way when configuring a datasource... Which leaves us with ephemeral resources which are not always what we want or passing the sensitive value to the provider (assuming the provider can take that value and pass it along to the datasource), which is not always possible...…

@arXiv_eessSY_bot@mastoxiv.page
2025-10-14 10:54:38

Observability and parameter estimation of a generic model for aggregated distributed energy resources
Bukunmi Gabriel Odunlami, Marcos Netto
arxiv.org/abs/2510.10892

@lschiff@mastodon.sdf.org
2025-10-10 01:08:09

This #BannedBooksWeek it is more important than ever to celebrate the freedom to read and step into roles that continue to fight for one of the last free spaces, libraries. We created a Friends of the Library zine so you can learn how!

Kash Patel has reportedly assigned a security detail of SWAT agents to guard his country singer girlfriend,
in the latest chapter of the FBI director’s blatant misappropriation of bureau resources.
A group of elite agents from the FBI Field Office in Nashville have been assigned to protect Patel’s girlfriend, Alexis Wilkins.
The sources added that those agents, who are typically charged with responding to high-risk situations, would likely be unable to respond in the event o…

@Sustainable2050@mastodon.energy
2025-11-04 20:36:37

UN Emissions Gap Report 2025: new national emission reduction commitments (NDCs) shave another 0.3°C off the projected warming, now at 2.3-2.5°C and 2.8°C based on current policies. The upcoming withdrawal of the Trump regime will mean that 0.1°C is added again.
unep.org/resources/emissions-…

@midtsveen@social.linux.pizza
2025-12-05 01:26:59

Resources to Learn More About the Ukrainian/Russian Conflict
docs.google.com/document/d/12H

@benb@osintua.eu
2025-10-17 19:46:58

Ukraine says it will decide on any new offensive, sees limited 'Kursk-2' possible with current resources: benborges.xyz/2025/10/17/ukrai

@tante@tldr.nettime.org
2025-12-12 16:40:05

A few remarks on "AI" usage and the narrative surrounding it. I think it's about the difference between disconnected creating and embodied making.
(Original title: Something from nothing)
tante.cc/2025/12/12/something-

@arXiv_csLG_bot@mastoxiv.page
2025-10-13 10:44:20

Bandits with Single-Peaked Preferences and Limited Resources
Gur Keinan, Rotem Torkan, Omer Ben-Porat
arxiv.org/abs/2510.09425 arxiv.org/pd…

@Techmeme@techhub.social
2025-12-02 04:30:43

Internal memo: OpenAI CEO Sam Altman declares a "code red" to shift more resources into improving ChatGPT amid rising competition, delaying other plans like ads (The Information)
theinformation.com/articles/op

@x_cli@infosec.exchange
2025-12-15 16:19:46

OpenTofu v1.11 is out and now supports ephemeral resources and write-only attributes 🎉
I registered my provider in the OpenTofu registry: search.opentofu.org/provider/x
Enjoy ♥️

Nineteen-year-old Michael Donald was walking to a store in 1981
when two members of the United Klans of America abducted the Black youth,
beat him, cut his throat and hung his body from a tree on a residential street in Mobile, Alabama.
Angry that an interracial jury had failed to convict a Black man for killing a white police officer in Birmingham,
the Klansmen selected Donald at random
and lynched him to threaten the Black community.
On the same evening…

@arXiv_eessSY_bot@mastoxiv.page
2025-10-10 10:09:09

Underground Power Distribution System Restoration Using Inverter Based Resources
Wenlong Shi, Hongyi Li, Zhaoyu Wang
arxiv.org/abs/2510.08356

@midtsveen@social.linux.pizza
2025-12-14 11:03:26

📌 Pinned Post
I'm an anarcho-syndicalist non-binary person who uses they/them pronouns, is bisexual, from Bergen, Norway, and whose posts automatically delete after seven days regardless of likes or boosts, because I have autism and say random shit sometimes.
I talk allot about free software, and I use Secureblue, GrapheneOS and Debian as part of my software setup. I also spend a lot of time experimenting with Linux, especially Debian Testing/Sid, GNOME, and KDE.
As an …

@Techmeme@techhub.social
2025-12-13 20:01:38

The AI boom is delaying US municipal projects, as ~$4T in AI infra spending through 2030 shifts skilled construction workers to AI data centers (Brooke Sutherland/Bloomberg)
bloomberg.com/news/newsletters

@lschiff@mastodon.sdf.org
2025-10-17 15:44:08

Reminder--today is the last day to submit comments about the Executive Order designed to distort and restrict historical education. I just sent my statement in, I hope many people do the same! The American Historical Association has compiled a great set of resources to help you take this action!

Second Wave of Storm Arrives Late Friday into the Weekend,
Heavier Rain Anticipated for South Santa Barbara County and Santa Ynez Mountains
readysbc.org/

@Techmeme@techhub.social
2025-09-27 20:01:53

A fire at South Korea's National Information Resources Service's data center shut down 647 government IT systems, disrupting services such as postal banking (Lee Jung-joo/The Korea Herald)
koreaherald.com/article/105847

@Techmeme@techhub.social
2025-09-28 04:45:58

South Korea confirms that a fire at National Information Resources Service's data center, housing 647 government IT systems, directly damaged 96 of them (Lee Jung-joo/The Korea Herald)
koreaherald.com/article/105850

Cars and RVs surged into Yosemite national park throughout the weekend,
as visitors from around the world came to enjoy the crisp autumn weather,
undeterred by a lack of park services and the absence of rangers.
National parks have largely been kept open through the lapse in US federal funding that has left workers furloughed and resources for the parks system more scarce than usual.
But as the US government shutdown enters its third week and legislators warn that the…

Jenna Norton, a program director at the National Institutes of Health, says she has been put on paid leave following the end of the government shutdown.
"I was not given a reason for being put on leave, but I strongly suspect it is because I have been speaking up in my personal capacity about the harms that I have been witnessing inside the National Institutes of Health," she said in a video posted to TikTok.
The notice Norton received from human resources stated that the…

Treating Ebola can require extensive resources,
including protective equipment, medicines, and transportation to reach remote areas.
Health facilities in the area of the outbreak are already overwhelmed and quickly running low on critical resources,
including clean water and protective equipment.
The only treatment center in the epicenter of the outbreak, the Bulape health zone,
is at 119 percent capacity, the AP reported,
citing information from the Int…