The US DOD announces OpenAI, Google, Anthropic, and xAI have each won contracts with a $200M ceiling, aimed at enabling agentic AI national security workflows
- Google Announcement.
- Anthropic Announcement.
> Today, the Chief Digital and Artificial Intelligence Office (CDAO) announced contract awards to leading U.S. frontier AI companies to accelerate Department of Defense (DoD) adoption of advanced AI capabilities to address critical national security challenges. Frontier AI companies lead development of the most advanced AI models and technologies, conduct insightful research into the use of frontier AI, and pioneer efforts to address both the potential benefits and risks of frontier AI technologies.
The awards to Anthropic, Google, OpenAI, and xAI – each with a $200M ceiling – will enable the Department to leverage the technology and talent of U.S. frontier AI companies to develop agentic AI workflows across a variety of mission areas. Establishing these partnerships will broaden DoD use of and experience in frontier AI capabilities and increase the ability of these companies to understand and address critical national security needs with the most advanced AI capabilities U.S. industry has to offer.
Google Public Sector Awarded $200M DoD CDAO Contract for AI & Cloud Acceleration
Google Public Sector secures $200M DoD CDAO contract, accelerating AI and cloud adoption to enhance U.S. national security and mission readiness with cutting-edge tech.Jim Kelly (Google Cloud)
The European Commission says that France, Spain, Italy, Denmark, and Greece will test a blueprint for an age verification app meant to protect children online
The release of this blueprint launches a pilot phase during which a software solution for age verification will be tested and further customised in collaboration with Member States, online platforms and end-users. Denmark, France, Greece, Italy and Spain will be the first to take up the technical solution in view of taking it up in their national digital wallets or publishing a customised national age verification app on the app stores. Market players can also take up the software solution and further develop it.
Commission makes available an age-verification blueprint
To help online platforms implement a user-friendly and privacy-preserving age verification method, the Commission is developing a harmonised approach in close collaboration with the Member States.Shaping Europe’s digital future
Probe launched into Westminster group’s Israel funding
An official inquiry has been launched after Declassified revealed that an Israeli state-owned weapons firm had funded a group of British MPs.
RUK Advanced Systems Ltd sells weapons including urban combat missiles and “hard kill” torpedoes. But records show it is part of the defence giant Rafael, which is owned by the Israeli government.
Our investigation found the company had paid at least £1,499 to partner with the All-Party Parliamentary Group (APPG) on Defence Technology, which provides “opportunities to network with MPs”. The money was paid directly to the group’s secretariat.
But parliamentary rules say that APPGs should not “accept the services of a secretariat funded directly or indirectly by a foreign government”.
Probe launched into Westminster group’s Israel funding
Exclusive: Parliamentary standards boss announces investigation after Declassified revealed donation from Israeli state-owned arms firm.Martin Williams (Declassified Media ltd)
Mamdani appoints top DNC and Obama adviser in bid to secure Democratic Party establishment support
Is he building links or a sheep in wolf's clothing?
Mamdani appoints top DNC and Obama advisor in bid to secure Democratic Party establishment support
Mamdani has appointed Jeffrey Lerner—a former top Obama White House aide and Democratic National Committee political director—as his communications chief.World Socialist Web Site
Say Hello to the World's Largest Hard Drive, a Massive 36TB Seagate
Say Hello to the World’s Largest Hard Drive, a Massive 36TB Seagate
Looking for the world's largest hard drive that you can buy? Seagate just released a monster 36TB HDD for $800, but it's tough to find.Matt Jancer (VICE)
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Filch Stealer: A new infostealer leveraging old techniques
Filch Stealer: A new infostealer leveraging old techniques - Rapid7
In recent weeks, Rapid7 has observed an increased volume of incidents involving domains generated by domain generation algorithms (DGAs). Learn more!Rapid7
Filch Stealer: A new infostealer leveraging old techniques
Filch Stealer: A new infostealer leveraging old techniques - Rapid7
In recent weeks, Rapid7 has observed an increased volume of incidents involving domains generated by domain generation algorithms (DGAs). Learn more!Rapid7
New report reveals how risky and unchecked AI chatbots are the new ‘go to’ for millions of children
Me, Myself & AI: Chatbot research | Internet Matters
Me, Myself & AI: Chatbot research | Internet Matters. Explore children's interactions with AI chatbots as both tools and companions.Internet Matters Team (Internet Matters Ltd)
The Fatal Failures of the Copyright Office’s Report on AI
The Fatal Failures of the Copyright Office’s Report on AI - Public Knowledge
At long last, the Copyright Office released its third report on fair use and AI — but their analysis contained serious missteps.Meredith Filak Rose (Public Knowledge)
‘Real treatment’ IV drip clinics boom in Russia as ordinary people seek quick fixes for fatigue, stress, and more
‘Real treatment’
IV drip clinics boom in Russia as ordinary people seek quick fixes for fatigue, stress, and moreMeduza
Tesla to hold shareholder vote on whether to invest in xAI
Tesla will hold a shareholder vote on whether Elon Musk’s carmaker should invest in his artificial intelligence startup xAI, the billionaire said Sunday
Tesla to hold shareholder vote on whether to invest in xAI
Tesla will hold a shareholder vote on whether Elon Musk’s carmaker should invest in his artificial intelligence startup, xAI, the billionaire said in a post on X Sunday.Clare Duffy (CNN)
Teddy sleeping
https://piped.chrisco.me/videos/watch/c9a7d7fc-ace8-497e-87f2-1d51d4fdf0bb
Stubsack: Stubsack: weekly thread for sneers not worth an entire post, week ending 20th July 2025 - awful.systems
Need to let loose a primal scream without collecting footnotes first? Have a sneer percolating in your system but not enough time/energy to make a whole post about it? Go forth and be mid: Welcome to the Stubsack, your first port of call for learning fresh Awful you’ll near-instantly regret.
Any awful.systems sub may be subsneered in this subthread, techtakes or no.
If your sneer seems higher quality than you thought, feel free to cut’n’paste it into its own post — there’s no quota for posting and the bar really isn’t that high.
The post Xitter web has spawned soo many “esoteric” right wing freaks, but there’s no appropriate sneer-space for them. I’m talking redscare-ish, reality challenged “culture critics” who write about everything but understand nothing. I’m talking about reply-guys who make the same 6 tweets about the same 3 subjects. They’re inescapable at this point, yet I don’t see them mocked (as much as they should be)Like, there was one dude a while back who insisted that women couldn’t be surgeons because they didn’t believe in the moon or in stars? I think each and every one of these guys is uniquely fucked up and if I can’t escape them, I would love to sneer at them.
(Credit and/or blame to David Gerard for starting this.)
adhocfungus likes this.
Sanders why gizmodo.com/bernie-sanders-rev…
Sen. Sanders: I have talked to CEOs. Funny that you mention it. I won’t mention his name, but I’ve just gotten off the phone with one of the leading experts in the world on artificial intelligence, two hours ago.. . .
Second point: This is not science fiction. There are very, very knowledgeable people—and I just talked to one today—who worry very much that human beings will not be able to control the technology, and that artificial intelligence will in fact dominate our society. We will not be able to control it. It may be able to control us. That’s kind of the doomsday scenario—and there is some concern about that among very knowledgeable people in the industry.
taking a wild guess it's Yudkowsky. "very knowledgeable people" and "many/most experts" is staying on my AI apocalypse bingo sheet.
even among people critical of AI (who don't otherwise talk about it that much), the AI apocalypse angle seems really common and it's frustrating to see it normalized everywhere. though I think I'm more nitpicking than anything because it's not usually their most important issue, and maybe it's useful as a wedge issue just to bring attention to other criticisms about AI? I'm not really familiar with Bernie Sanders' takes on AI or how other politicians talk about this. I don't know if that makes sense, I'm very tired
Bernie Sanders Reveals the AI 'Doomsday Scenario' That Worries Top Experts
The Vermont senator discusses his fears that artificial intelligence will only enrich the billionaire class, the fight for a 32-hour work week, and the ‘doomsday scenario’ that has some of the world’s top experts deeply concerned.Luc Olinga (Gizmodo)
Billionaires Convince Themselves AI Chatbots Are Close to Making New Scientific Discoveries
"I'm doing the equivalent of vibe coding, except it's vibe physics."Matt Novak (Gizmodo)
STORIE AL PASSO camminata poetico-performativa in cuffia lungo l’Anello di Davide a Bore (Parma), sabato 19 e domenica 20 luglio
STORIE AL PASSO
Silentwalk poetico-performativa in cuffia lungo l’Anello di Davide
A cura di Gabriele Anzaldi, Simone Baroni, Rita Di Leo, Giorgia Favoti
Musiche e suoni di Gabriele Anzaldi
Produzione: Fondazione Federico Cornoni
In collaborazione con il Comune di Bore
All’interno del festival Canile Drammatico, promosso dalla Fondazione Federico Cornoni ETS con il contributo di Regione Emilia-Romagna, Comune di Parma, Fondazione Cariparma, Confesercenti Parma, e il patrocinio di Comune di Bore e Università di Parma.
Il festival, dedicato al teatro contemporaneo per un pubblico giovane, approda a Bore con un progetto nato da una ricerca sul territorio e dai racconti degli abitanti, diventati base drammaturgica dell’evento.
“Storie al passo” è una camminata performativa lungo l’Anello di Davide, tra i faggeti del monte Carameto, a cura del Comitato Artistico della Fondazione, nata per ricordare Federico, giovane attore parmigiano. Una narrazione che intreccia memoria collettiva, Resistenza, antichi mestieri ed emigrazione.
Domenica 20 luglio alle ore 15.30, presso la Sala Multimediale dell’ex Colonia Leoni (via Roma 83), si terrà la presentazione del libro “Donne resistenti” di Fausto Ferrari, con testimonianze di partigiane delle montagne tra Piacenza e Parma.
Entrambi i giorni, dalle 10 alle 18, sempre all’Ex Colonia Leoni, sarà proiettato in loop il backstage del progetto, con le voci di alcuni abitanti coinvolti: Giuseppe e Valentino Campana, Iole Chiesa, Lorenzo Conti, Marisa Cornoni, Paolo Dondi, Fausto e Gaetano Ferrari, Michele Lalli.
L’iniziativa rientra nel progetto FaTiCa a margine, che collega diversi festival per avvicinare le comunità marginali al teatro.
INFO E PRENOTAZIONI
Partenza: Strada Comunale (loc. Orsi), ore 10 e 17 – Puntualità richiesta
Percorso: 3 km, dislivello 225 mt – Durata 1h30 circa
Abbigliamento comodo – Cuffie fornite
Prenotazioni: 348-8229334 – organizzazione@fondazionefedericocornoni.it
www.fondazionefedericocornoni.it – FB @Canile drammatico – IG @caniledrammatico_festival
STORIE AL PASSO camminata poetico-performativa in cuffia lungo l’Anello di Davide a Bore (Parma), sabato 19 e domenica 20 luglio - ViaggieMiraggi
Bore (Parma) Sabato 19 e domenica 20 luglio 2025 ore 10 e 17 STORIE AL PASSO Silentwalk camminata poetico-performativa in cuffia lungo l’Anello di Davide a cura di Gabriele Anzaldi, Simone Baroni, Rita Di Leo, Giorgia Favoti musiche e suoni...Redazione (ViaggieMiraggi)
[Technical] Why not Fanout via static files or CDNs in the Fediverse?
Current Fediverse Implementation
From my understanding, the prominent fediverse implementations implement fanout via writing to other instances.
In other words, if user A on instance A makes post A, instance A will write or sync post A in all instances that have followers for user A. So user B on instance B will read post A from instance B.
Why this is Done
From my understanding, to prevent a case where post A is viral and everyone wants to read it, and instance A's database gets overwhelmed with reads. It also serves to replicate content
My Question: Why not rely on static files instead of database reads / writes to propagate content?
Instead of the above, if someone follows user A, they can get user A's posts via a static file that contains all of User A's posts. Do the same for everyone you follow.
Reading this file will be a lot less resource intensive than a database read, and with a CDN would be even better.
Cons
- posts are less "Real time". Why? Because when post A is made, the static file must be updated (though fediverse does this already), and user B or instance B must fetch it. User B / instance B do not have the post pushed to them, so the post arrives with a delay depending on how frequently they fetch. But frequent fetches are okay, and easier to handle heavy loads than database reads.
- if using a CDN for the static files, there's another delay based on the TTL and invalidation. This should still be small, up to a couple minutes at most.
Pros
- hosting a fediverse server is more accessible and cheaper, and it could scale better.
- Federation woes of posts not federating to other instances can potentially be resolved, as the fanout architecture is less complex (no longer necessary to write to a dozens or hundreds of instances for a single post).
- Clients can have greater freedom in implementing how they create news feeds. You don't have to rely on your instance to do it. Instances primarily make content available, and clients can handle creating news feeds, content sorting and filtering (optional), etc.
What are your thoughts on this?
- I write a post, and send a request to the server to publish it
- The server takes the post and preprends it to the file housing all my posts
- Now, when someone requests my posts, they will see my new one
If a CDN is involved, we would have to properly take care of the invalidations and what not. We would have to run a batch process to update the CDN files, so that we are not doing it too often, but doing it every minute or so is still plenty fast for social media use cases.
Have to emphasize that I am not expert, so I may be missing a big pitfall here.
I'm really not sure about that being inexpensive. The files will grow and the list of people to follow usually grows as well. This just doesn't scale well.
I follow 700 people on Mastodon. That's 700 requests every interval. With 100-10000 posts or possibly millions of interactions in each file.
Of course you can do stuff like pagination or something like that. But some people follow 10000 accounts and want to have their timeline updated in short in intervals.
Pulling like this is usually used when the author can't sent you something directly and it works in RSS Feeds. But most people don't follow hundreds of RSS feeds. Which reminds me that every mastodon profile offers an RSS feed - you can already do what you described with an RSS reader.
bringing up RSS feeds is actually very good, because although you can paginate or partition your feeds, I have never seen a feed that does that, even when they have decades of history. But if needed, partioning is an option so you don't have to pull all of its posts but only recent ones, or by date/time range.
I would also respectfully disagree that people don't subscribe to 100's of RSS feeds. I would bet most people who consistently use RSS feed readers will have more than 100 feeds, me included.
And last, even if you follow 10,000, yes it would require a lot more time than reading from a single database, but it is still on the order of double digit seconds at most. If you compare 10,000 static file fetches with 10,000 database writes across different instances, I think the static files would fare better. This isn't to mention that you are more likely to have to write more than read more (users with 100k followers are far more common than users with 100k subscriptions)
And just to emphasize, I do agree that double digit seconds would be quite long for a user's loading time, which is why I would expect to fetch regularly so the user logs onto a pre made news feed.
Came for this one.
Immediately brought back memories of RSS and PubSubHubbub
Oh my bad, I can explain that.
Before I do, one benefit of this method is that your timeline is entirely up to your client. Your instance becomes primarily tasked with making your posts available, and clients have the freedom of implementing the reading and news feed / timeline formation.
Hence, there are a few ways to do this. The best one is probably a mix of those.
Naive approach: fetch posts and build news feed when user requests it
This is not a good approach, but I mention it first because it'll make explaining the next one easier.
- User opens app or website, thereby requesting their timeline / news feed
- server fetches list of user's subscriptions and followees
- for each followee or subscription, server fetches their content via their static file wherever they are hosted
- server performs whatever filtering and ordering of content they want
- user sees the result
Cons: loading time for the user may be long, depending on how many subscriptions they have it could be several seconds. P90 may even be in double digits.
Better approach: pre-build user's timeline periodically.
Think like a periodic job (hourly, or every 10 min, etc) , which fetches posts in a similar manner as described above, but instead of doing it when user requests it, it is done in advance
Pros:
- fast loading time compared to previous solution
- when the job runs, if users on the same instance share a followee or subscription, we don't have to query it twice (This benefit already exists on current fediverse implementations)
Cons: posts aren't real-time, delayed by the batch job frequency.
Best approach: hybrid
In this approach, we primarily do the second method, to achieve fast loading time. But to get more up-to-date content, we also simultaneously fetch the latest in the background, and interleave or add the latest posts as the user scrolls.
This way we get both fast initial load times and recent posts.
Surely there's other good approaches. As I said in the beginning, clients have the freedom to implement this however they like.
How a simple mistake ruined my new PC (and my YouTube channel)
- YouTube
Profitez des vidéos et de la musique que vous aimez, mettez en ligne des contenus originaux, et partagez-les avec vos amis, vos proches et le monde entier.www.youtube.com
procrastinanza sisamministrativa: aggiungere le righe è roba di notte…
Se qualcuno mai stesse cercando prove della mia assoluta pigrizia, o comunque della mia ormai sempre incontrastata procrastinazione, sicuramente non avrebbe molta difficoltà a trovarne… tra le volte che non rifaccio il letto o che non spolvero la stanza, o come mi riduco sempre letteralmente al giorno prima per studiare (cioè proprio oggi 14 luglio, […]
Microsoft Soars as AI Cloud Boom Drives $595 Price Target
Microsoft Soars as AI Cloud Boom Drives $595 Price Target
Wall Street is betting big on Microsoft’s AI infrastructure play. A fresh analyst upgrade signals the tech giant’s cloud and artificial intelligence businesses are just hitting their stride.GazeOn Team (GazeOn)
Microsoft Soars as AI Cloud Boom Drives $595 Price Target
Microsoft Soars as AI Cloud Boom Drives $595 Price Target
Wall Street is betting big on Microsoft’s AI infrastructure play. A fresh analyst upgrade signals the tech giant’s cloud and artificial intelligence businesses are just hitting their stride.GazeOn Team (GazeOn)
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The Media's Pivot to AI Is Not Real and Not Going to Work
On May 23, we got a very interesting email from Ghost, the service we use to make 404 Media. “Paid subscription started,” the email said, which is the subject line of all of the automated emails we get when someone subscribes to 404 Media. The interesting thing about this email was that the new subscriber had been referred to 404 Media directly from chatgpt.com, meaning the person clicked a link to 404 Media from within a ChatGPT window. It is the first and only time that ChatGPT has ever sent us a paid subscriber.From what I can tell, ChatGPT.com has sent us 1,600 pageviews since we founded 404 Media nearly two years ago. To give you a sense of where this slots in, this is slightly fewer than the Czech news aggregator novinky.cz, the Hungarian news portal Telex.hu, the Polish news aggregator Wykop.pl, and barely more than the Russian news aggregator Dzen.ru, the paywall jumping website removepaywall.com, and a computer graphics job board called 80.lv. In that same time, Google has sent roughly 3 million visitors, or 187,400 percent more than ChatGPT.
This is really neither here nor there because we have tried to set our website up to block ChatGPT from scraping us, though it is clear this is not always working. But even for sites that don’t block ChatGPT, new research from the internet infrastructure company CloudFlare suggests that OpenAI is crawling 1,500 individual webpages for every one visitor that it is sending to a website. Google traffic has begun to dry up as both Google’s own AI snippets and AI-powered SEO spam have obliterated the business models of many media websites.
Every time "tech" comes up with a journalism "solution," journalists get laid off while the product gets worse. First it was SEO, then Facebook, then Twitter ... you'd think people trained to detect patterns can do better than just hopping on the latest hype that kills traffic.
Life found in underwater brine lakes
- YouTube
Profitez des vidéos et de la musique que vous aimez, mettez en ligne des contenus originaux, et partagez-les avec vos amis, vos proches et le monde entier.www.youtube.com
Zelenskyy names new Ukraine PM in major government reshuffle
Zelenskyy names new Ukraine PM in major government reshuffle
Ukrainian president has tapped key ally and current Deputy Prime Minister Yuliia Svyrydenko to lead the government.Veronika Melkozerova (POLITICO)
privitising the government for “non-essential” tasks tends to just hurt normal people and enrichen the oligarchs
edit: Benutzername bestätigt sich ;)
[2025] Event suggestions / feedback 💜
Canvas 2025 has ended!
Tip the staff: tips.sc07.com/ 💜
Leave feedback and recommendations for this year's Canvas or any events you'd like to see
FundMECFS likes this.
Can I embed/crosspost a Mastodon post in a PieFed post?
I'd like, if possible, to embed the complete content of a Mastodon post in a PieFed post.
I tried by posting the URL in a "Link" type post. See piefed.social/post/1040253
That "sucked in" the image (at least, a thumbnail of the image) from the post but nothing else.
Kimi K2 is an open-source language model that directly challenges proprietary systems from OpenAI and Anthropic with particularly strong performance on coding and autonomous agent tasks.
Moonshot AI’s Kimi K2 outperforms GPT-4 in key benchmarks — and it’s free
Chinese AI startup Moonshot releases open-source Kimi K2 model that outperforms OpenAI and Anthropic on coding tasks with breakthrough agentic capabilities and competitive pricing.Michael Nuñez (VentureBeat)
The best implementation of LLM-AI for me is self hosted but accessible on my phone so it's mine and under my control with my data scoping.
Thinking like Immich, for LLM-AI.
Sounds like this steps us closer which is great.
like this
MAGA media are seemingly flooding the internet with AI slop about Florida's new detention center
Right-wing media figures and social media influencers are sharing seemingly AI-generated content about Florida’s new migrant detention facility in the Everglades, including images of alligators in “ICE” hats and a picture of a prison surrounded by a moat. Some of the images were previously shared by the White House and Department of Homeland Security.Commentators have also offered widespread praise online of the facility, which is being called “Alligator Alcatraz,” and one influencer was even invited to tour the center before it opened.
Some social media platforms are actively recommending content that appears to be AI-generated to users, including in search results for “Alligator Alcatraz” on TikTok and Instagram.
MAGA media are seemingly flooding the internet with AI slop about Florida's new detention center
Right-wing media figures and social media influencers are sharing seemingly AI-generated content about Florida’s new migrant detention facility in the Everglades, including images of alligators in “ICE” hats and a picture of a prison surrounded by a …Media Matters for America
Blender Studio releases free game DOGWALK to showcase Blender and Godot.
DOGWALK on Steam
Play as a big adorable dog and explore a hand-crafted winter forest with a little kid in tow. A short, free, open source project brought to you by Blender Studio.store.steampowered.com
Out of the beta, into the consumer A...pp: Discord launches Orbs, a virtual reward system that incentivizes users to interact with ads by completing Quests to earn digital items.
Reward Your Play: Complete Quests. Earn Orbs. Get Sweet Stuff.
Introducing a new type of Quest reward: Discord Orbs! Earn them by completing Quests and redeem them in the Shop for hundreds of different items — including Discord Nitro credit.Clyde (Discord)
'Deportation Tok' Is Taking Off [404 Media]
'Deportation Tok' Is Taking Off
People are uploading videos of their post-deportation life to TikTok and other platforms.Rosie Thomas (404 Media)
Meteo Italia: caldo in aumento e temporali in arrivo tra Nordest e Adriatico | Meteo POP
Meteo Italia: caldo in aumento e temporali in arrivo tra Nordest e Adriatico
Dopo un weekend instabile, la nuova settimana si apre all’insegna della stabilità atmosferica, con tempo più soleggiato su gran parte d’Italia e temperature in aumento. Tuttavia, all’orizzonte si intravede unRedazione RMA (METEO POP - RMA APS)
Japan using generative AI less than China, USA and other countries
26.7 percent of people in Japan said they had used generative AI.The figure roughly tripled from the previous year, but it fell far short of China, where AI usage stood at 81.2 percent. The figure for the United States was 68.8 percent.
People in their 20s were the top users of AI in Japan, with 44.7 percent utilizing the technology.
This was followed by people in their 40s and 30s.49.7 percent of Japanese companies were planning to use generative AI.
Chinese makers of air conditioners have witnessed explosive growth of exports to Europe, Southeast Asia and North America
Air conditioner exports heating up
Chinese makers of air conditioners have witnessed explosive growth of exports to Europe, Southeast Asia and North America so far this year as record-setting heat waves have scorched the northern hemisphere since June against the backdrop of climate c…www.chinadaily.com.cn
glimse
in reply to crankyrebel • • •Please keep your opinion to the comments - this is a news community and the title makes it look like the author of the article is saying something they're not.
But they never said that. You just mashed up the article title with a YouTube video...
crankyrebel
in reply to glimse • • •glimse
in reply to crankyrebel • • •