Space Force guardians provided critical support during high-profile U.S. military operations in Iran and Venezuela
— experience that underscores the need for additional resources to prepare the service for future conflicts,
a senior official told DefenseScoop in an exclusive interview Friday.
Operation Midnight Hammer and Operation Absolute Resolve were carried out by the joint force in June 2025 and January 2026, respectively.
Pentagon leadership have touted the rai…
They should measure AI-generated movies by natural resources used and extrapolate to Bambis consumed per second
""The withdrawal of law enforcement resources here is dependent upon cooperation. ... as we see that cooperation happens, then the redeployment will happen," Homan said."
Top Trump official digs a deeper legal hole for administration: legal reporter - Alternet.org
https://www.alternet.org/tom-homan-minneapolis/
I've been transforming JSON into DOM for some years.
Now I transform YAML into compute resources.
Same vibe, ya know. ✨👩💻✨
A hierarchy of spatial predictions across human visual cortex during natural vision #neuroscience
On that topic, see my text in the “Software in Context” section at the bottom of this reading assignment from one of the courses I teach:
“Generating code is the easiest part of software development.”
https://comp127.macalester.digital/f25/resources/classes_objects_state_behavior/
Working on extending features for Warlock, and this round of features requires a backend web service running in a centralized, controlled environment due to the requirement of privileged access to partner network resources, (aka, they require an API key and prior authorization to access certain data, thus cannot be distributed in an open source project).
SO, since this is a traditional web service, I opted to use the traditional technologies to power it, but wanted to try out Symfony s…
There are international and national issues to follow, but there are always local ones too. Here in MN, the legislative fight over mining in the Boundary Waters is a big deal. It feels like salt in the wound to threaten the crown jewel of MN’s outdoor resources while also messing everything else up. #nokings
It's time to crush the patriarchy.
Humanity has to start by ridding itself of religion, because it underpins male hegemony.
No more monarchies.
No private landownership.
Cooperation, not capitalism.
Careful stewardship of the world's resources.
Fair distribution of resources.
Distributed smaller scale energy generation - because power shouldn't mean power over others.
#Python is just doing great. We're not having impossible constraints, as some projects need old #setuptools for pkg_resources, and other projects are starting to require newer setuptools for some fancy new features. And ofc after promising to release pkg_resources standalone over a month ago, setuptools upstream didn't deliver.
#Gentoo
New Mexico's Meta lawsuit: some police officers testify that Meta's AI is sending a flood of "junk" CSAM reports that are draining resources and slowing cases (Katie McQue/The Guardian)
https://www.theguardian.com/technology/2026/feb/25/…
Progress in #Firefox for #JpegXL: While the latest nightly for Android still needs image.jxl.enabled=true in about:config, it now renders
https://
Gemeinsam mit vielen anderen habe ich den Offenen Brief von @… gegen die "Chat-Kontrolle 1.0" an das Europäische Parliament unterschrieben.
Auch in der #ePrivacy Verordnung darf die Überwachung der Messenger nicht umgesetzt werden.
On Building a New Efficient Home in the South of England (2017) - Where to start, what to remember, and useful resources. Save your wallet, warm toes, and the planet! #greenBuilding #lowCarbon #frugal
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
The #Medieval Genealogy is one of the most useful portals to Medieval historical resources. Now with its 114th update. https://www.medievalgenealogy.org.uk/updates/update.shtml…
Yale Divinity School contributes powerfully to the nation’s strength and the common good. We do this through the religiously trained leaders we send into churches and communities across America, through the direct provision of educational resources to lay leaders and lifelong learners, and through the creation of deeper knowledge of God and the application of theology to the pressing issues of our day.
Learn more at our newly published impact report.
This database provides an overview of many of the symbols most frequently used by a variety of white supremacist groups and movements, as well as some other types of hate groups.
#knowthesigns
https://www.adl.org/resources/hate-symbols/search
"Some are proud because they made a lot of money while cutting down a forest. Others are proud because they are planting trees that will produce the oxygen breathed by their grandchildren. What if success was not privatizing resources but instead contributing to the commons, to make it each day better, richer, stronger?" — @…
Why there’s no European Google?…
Today is UN World Day for Glaciers, so I'm re-posting some relevant messages & personal experiences with disappearing glaciers in the Alps:
Interactive visualization of changes in glacier length
https://mastodon.thi.ng/@toxi/113191569344705725
One of the birth …
I've started telling people that the biggest change websites can make in terms of improving environmental sustainability, is to use clear, semantically rich, text mark-up along with well specced public APIs.
This will reduce, to some unknown aggregate, the amount of power and resources used by current and future agentic systems when interacting with them.
I guess my work laptop will need to have a catastrophic failure before it will be replaced. Request for replacement was denied. It was supposed to be a new machine, when I arrived two years ago it was 'sorry, your laptop was assigned to someone else. Here is a refurbished model almost at end of life'.
Multiple black screens. Cannot connect two monitors, keyboard, mouse and headset without it complaining about resources in the USB-C hub. Monitors won't show full resolutio…
I purposely made my “Entry to Left‑Wing Anarchist Reading” page look almost exactly like a Google Doc, just so the normies wouldn’t freak out and bounce the second they open it.
https://midtsveen.codeberg.page/resources.html
🎉 Today marks the release of Resources 1.10, here are some highlights:
• Added support for AMD NPUs
• Added support for detecting apps managed by appimaged and Portable
• Improved app detection in some cases
• Improved accessibility for screen reader users and keyboard users
• Resources’ CPU usage has been cut down significantly
Enjoy! :)
− Get it via Flathub:
Rapid Response Network to stop ICE.
Santa Clara County, California - many training dates coming up: https://linktr.ee/rrninscc?ltsid=0a8581bc-3061-470d-b830-861e94680e8b
Get more information about the Rapid Response Network in Santa Clara County:
'New' consumer energy resources like EVs, heat pumps, batteries can help support the local grid - if we allow them to.
Lowering minimum bid sizes, allowing aggregation and using standard platforms increases participation. The more participating network users – including consumers – the more liquid the market, and the more effective the deployment can be at lower costs.
#Flexibility
Aaand we're seeing the first '#setuptools < 82' runtime dependencies in random packages because they are trying hard to workaround breakage due to pkg_resources removal.
#Python
"Prosecutors say cuts to funding and training limits their ability to bring child predators to justice
The US Department of Justice has slashed funding and training resources for law enforcement working on investigations and prosecutions of sex crimes against children under the Trump administration, which limits their ability to carry out this work."
Tons of updates to my CM tool:
* An agent for continuous management with fast-monitoring features
* JSON Schemas for editors
* Manifests and Hiera now support HTTP(s)
* ccm extendible with appbuilder for custom UIs around manifests (no code needed)
* Pre-, Post-messages to help users use things they installed
* Generic if / unless on every resource
* New docs
Focus is to excel at adhoc, snow flakes, devel VMs, a la carte CM etc, place where other too…
Short-term survival of #tardigrades (Ramazzottius cf. varieornatus and Hypsibius exemplaris) in #martian #regolith simulants (MGS-1 and OUCM-1): https://www.cambridge.org/core/journals/international-journal-of-astrobiology/article/shortterm-survival-of-tardigrades-ramazzottius-cf-varieornatus-and-hypsibius-exemplaris-in-martian-regolith-simulants-mgs1-and-oucm1/8A91986096FB533FB264DD056F549DF2 -> ‘Water bears’ reveal potential for adapting, protecting Martian resources: https://www.psu.edu/news/research/story/water-bears-reveal-potential-adapting-protecting-martian-resources - microscopic tardigrades help inform how simulated Martian soil might support plant life and mitigate contaminants shedding from human explorers, researchers report -> Scientists Finally Found Something Tardigrades Can’t Survive: https://gizmodo.com/scientists-finally-found-something-tardigrades-cant-survive-2000728358 - tardigrades are practically invincible on Earth, so scientists looked to outer space in search of their kryptonite.
Alice Ball | National Women's History Museum https://www.womenshistory.org/education-resources/biographies/alice-ball
"An American chemist who, at the age of 23, developed the only effective treatment for leprosy until antibiotics were developed …
On Electric Vehicle Energy Demand Forecasting and the Effect of Federated Learning
Andreas Tritsarolis, Gil Sampaio, Nikos Pelekis, Yannis Theodoridis
https://arxiv.org/abs/2602.20782 https://arxiv.org/pdf/2602.20782 https://arxiv.org/html/2602.20782
arXiv:2602.20782v1 Announce Type: new
Abstract: The wide spread of new energy resources, smart devices, and demand side management strategies has motivated several analytics operations, from infrastructure load modeling to user behavior profiling. Energy Demand Forecasting (EDF) of Electric Vehicle Supply Equipments (EVSEs) is one of the most critical operations for ensuring efficient energy management and sustainability, since it enables utility providers to anticipate energy/power demand, optimize resource allocation, and implement proactive measures to improve grid reliability. However, accurate EDF is a challenging problem due to external factors, such as the varying user routines, weather conditions, driving behaviors, unknown state of charge, etc. Furthermore, as concerns and restrictions about privacy and sustainability have grown, training data has become increasingly fragmented, resulting in distributed datasets scattered across different data silos and/or edge devices, calling for federated learning solutions. In this paper, we investigate different well-established time series forecasting methodologies to address the EDF problem, from statistical methods (the ARIMA family) to traditional machine learning models (such as XGBoost) and deep neural networks (GRU and LSTM). We provide an overview of these methods through a performance comparison over four real-world EVSE datasets, evaluated under both centralized and federated learning paradigms, focusing on the trade-offs between forecasting fidelity, privacy preservation, and energy overheads. Our experimental results demonstrate, on the one hand, the superiority of gradient boosted trees (XGBoost) over statistical and NN-based models in both prediction accuracy and energy efficiency and, on the other hand, an insight that Federated Learning-enabled models balance these factors, offering a promising direction for decentralized energy demand forecasting.
toXiv_bot_toot
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
@13a@mastodon.social
And my question is - given the limited resources (people, materials, equipment) is MEER the best use of those resources, or do we end up with a "sunk cost" related problem :"well we've invested a lot of money here, and temps are down so we don't need to do anything else."
(I'm a chemist, worked in industry & the latter is a known problem; since retiring I have been engaged in advocacy and have seen how politicians respon.…
@13a@mastodon.social
And my question is - given the limited resources (people, materials, equipment) is MEER the best use of those resources, or do we end up with a "sunk cost" related problem :"well we've invested a lot of money here, and temps are down so we don't need to do anything else."
(I'm a chemist, worked in industry & the latter is a known problem; since retiring I have been engaged in advocacy and have seen how politicians respon.…
RE: https://mastodon.social/@hughsie/116272060914902883
It's important to stress what it means to run infrastructure.
In so many cases is it the part that takes most of the resources, far more than the actual development, especially when demand in…
“I don’t think Jesus would ever ignore people being hurt,
-- especially by the federal government,”
said 17-year Ben Luhmann at the wheel, to a reporter in the back seat.
Sam, his 16-year old brother was pounding an energy drink with one hand,
scrolled through a lengthy list of group chats with the other,
scouring for reports of ICE and other federal immigration agents in their area.
Mornings like this have been typical in recent weeks for the Luhmann fam…
Yet more proof that our collective resources are being spent on the wrong things. #climatechange #inequality
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
It’s important to distinguish two different hypothetical ways in which gen AI can constitute a massive wealth transfer:
Scenario 1, “LLMs are the new petrochemicals:” Gen AI is actually effective for all sorts of tasks as advertised. It becomes a necessity for economic participation / useful work / whatever, and ownership of the data model and/or data centers thus means control of high-value resources.
2/
"This means Scotland rapidly expanding its own decarbonisation efforts not just to limit our need for US fuels but also to limit our need for fuels in general – if the civilised world follows then basic economics means that over supply and under demand will crash the price of oil and make it economically unviable for the US to do things like invade other countries for their resources" -- excellent point, @…
"Digital Learning: Exploring Perceived Usefulness and Perceived Ease of Use of Open Educational Resources"
#OpenIrony
In Los Angeles, where more than two-thirds of residents identify as Hispanic, Black or Asian,
a vast majority of schools were found to have extraordinarily diverse student bodies.
And in an effort to combat segregation, the school district has afforded those diverse schools with smaller class sizes and other benefits.
But last month, a conservative group sued the school district, saying the decades-old program has become a mechanism of
“overt discrimination against a…
Grid managers have instructed the country’s largest electricity providers to postpone routine maintenance on power plants and lines
to ensure that those resources are available during and after the storm.
Heavy snow and freezing rain weigh down tree branches and power lines, causing failures that can cripple energy systems.
Frigid cold also drives up electricity demand as heating appliances require more energy and run longer
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
RE: https://c.im/@cdarwin/116122409126446401
For here’s the most important bit of news in all this - if we win these twelve races the House will flip - period.
So we need to be all in now, and give these great candidates the early resources that will allow the…
Until Sen. Bernie Sanders began holding rallies in Republican-held districts to address DOGE’s destructive impact on federal workers and programs,
most progressives had not dared to dream of rural America as fertile ground for a backlash.
But it’s central to the concept of the "Rural Urban Bridge Initiative" ( #RUBI ),
a group determined to breathe new life into rural organizing st…
Legal activist Emily Galvan Almanza chronicles the many ways in which the justice system targets the poor.
It’s not news that judicial outcomes are often tied to the wealth and influence of a defendant:
Not only do the well-to-do have the resources to hire good lawyers,
but juries themselves tend to be made up of older, wealthier, white people.
A predictable result, writes Galvin Almanza, is that defendants of color, represented by appointed public defenders, pull lo…
Thousands of non-Mexican migrants deported from the US
are being left in southern Mexican cities far from the border,
often without legal status or resources.
Many are elderly, ill, or have lived most of their lives in the US,
and now face unsafe conditions and limited access to aid.
Human rights advocates warn the policy violates international protections and leaves deportees in a 'quasi-stateless limbo.'
Cases include a trans woman deported to …
If a convoy came under attack from Iranian missiles or drones, the escorting warship would have only seconds to respond.
Similar escort and air defence efforts have already been seen in the Red Sea against Houthi attacks, so there is a working model.
The problem is that such operations consume major resources and are extremely costly if they are to be sustained for every transit.
The danger would not come only from the air or the shore.
Iran could also rely on swarms…
Chinese AI executives say China is unlikely to eclipse the US in the AI race anytime soon, citing limited resources and US chip export curbs as key constraints (Bloomberg)
https://www.bloomberg.com/news/articles/2026-01-10/ch…
One Year of Trump:
The Time to Act Is Now,
While We Still Can.
We can’t count on change being brought about by elections when we can’t count on elections.
We can’t count on the freedoms & resources we enjoy today to still be available to us tomorrow
https://www.
Thousands of public schoolteachers in San Francisco went on strike on Monday,
the first public schoolteachers strike in the city in nearly 50 years.
The strike comes after teachers and the district failed to reach an agreement over higher wages,
health benefits and more resources for special needs students.
The San FranciscoUnified School District closed all its 120 schools
and said it would offer independent study to some of the district’s 50,000 students.
According to Chile’s CONAF forestry agency, firefighters were battling 24 active fires across the country as of Sunday morning,
with the largest being in the regions of Ñuble and Bío Bío,
where the government declared the emergency.
The regions are about 500 km south of the capital, Santiago.
“In light of the serious ongoing wildfires, I have decided to declare a state of catastrophe in the regions of Ñuble and Bio Bío. All resources are available,” Boric said on a p…
“Belligerent” was how one Democratic lawmaker described a diatribe given by top White House adviser #Stephen #Miller on CNN Monday evening regarding the Trump administration’s right to take over Venezuela — or any other country — if doing so is in the supposed interest of the US.
To Sen. Bernie Sanders (I-Vt.), howev…
@cdarwin@c.im
