Apple is nearing a deal with Google that would see the iPhone maker pay the tech giant roughly
$1 billion a year for a custom version of Google’s Gemini AI model
to power its overhaul of Siri.
The move is a big one for Apple,
which has traditionally relied on its own technology
but plans to use Google’s model as a temporary solution until its own AI becomes powerful enough,
including to power a slate of upcoming features for the voice assistant.
The…
Help Stop the Killing of Rabbits, Cows, Goats, and Other Animals for Fashion #AnimalRights
Exploiting ID-Text Complementarity via Ensembling for Sequential Recommendation
Liam Collins, Bhuvesh Kumar, Clark Mingxuan Ju, Tong Zhao, Donald Loveland, Leonardo Neves, Neil Shah
https://arxiv.org/abs/2512.17820 https://arxiv.org/pdf/2512.17820 https://arxiv.org/html/2512.17820
arXiv:2512.17820v1 Announce Type: new
Abstract: Modern Sequential Recommendation (SR) models commonly utilize modality features to represent items, motivated in large part by recent advancements in language and vision modeling. To do so, several works completely replace ID embeddings with modality embeddings, claiming that modality embeddings render ID embeddings unnecessary because they can match or even exceed ID embedding performance. On the other hand, many works jointly utilize ID and modality features, but posit that complex fusion strategies, such as multi-stage training and/or intricate alignment architectures, are necessary for this joint utilization. However, underlying both these lines of work is a lack of understanding of the complementarity of ID and modality features. In this work, we address this gap by studying the complementarity of ID- and text-based SR models. We show that these models do learn complementary signals, meaning that either should provide performance gain when used properly alongside the other. Motivated by this, we propose a new SR method that preserves ID-text complementarity through independent model training, then harnesses it through a simple ensembling strategy. Despite this method's simplicity, we show it outperforms several competitive SR baselines, implying that both ID and text features are necessary to achieve state-of-the-art SR performance but complex fusion architectures are not.
toXiv_bot_toot
ChatGPT Atlas hands-on: generally able to interpret instructions and navigate simple menus, but "technical constraints on session length" are a limiting factor (Kyle Orland/Ars Technica)
https://arstechnica.com/features/2025/
This is what happened to the web when the software industry never spent a moment thinking about long term stability. About users. About usability. About anything other than features and a fast buck.
Among many other failings.
Would be nice to some professionalism in future. One can hope, but I despair.
https://jimsbutchery.com.au
Me every time I look at features another product team shipped
twitter_higgs: Twitter, Higgs boson (2012)
Data on tweets related to the announcement of the discovery of a new fundamental particle with the features of the Higgs boson on 4th July 2012. Data covers 1-7 July 2012, and includes four types of networks: followers, retweets, replies, and mentions.
This network has 38918 nodes and 32523 edges.
Tags: Social, Online, Weighted, Multilayer
🎶 When I find metal three features are blurring
'plied Materials comes to me
Flatten out my wafer
CMP
And in my hour of darkness
Ceria flows out onto the pad
Flatten out my wafer
CMP
CMP, CMP
CMP, CMP
Flatten out my wafer
CMP
One of our favorite year-end features is the #UniversityOfGeorgia photographers' round-up of their favorite photos of the past year. Even when our museum isn't in it, it's fun to see their great work and to read their thoughts on the combination of art and luck that makes for a great photo.
Als Technik Nerd konnte ich dem Angebot für einen 21% reduzierten Full Array LED Fernseher von Sony einfach nicht widerstehen!
Am Black Friday gibt es die besten Rabatte auf die LED Fernseher. Dadurch würde ein OLED oder MicroLED dann doppelt so viel kosten, und das finde ich nicht gerechtfertigt.
Die LED XR Fernseher von Sony ja auch alles, was man sich wünschen kann.
Habt ihr euch auch schon für einen OLED Fernseher entschieden oder seid ihr wie ich noch bei LED?
Sony BRAVIA XR, XR-65X90L, 65 Zoll Fernseher, Full Array LED, 4K HDR 120Hz, Google, Smart TV, Works with Alexa, mit exklusiven PS5-Features, HDMI 2.1, Gaming-Menü mit ALLM + VRR, 24 + 12M Garantie : Amazon.de: Elektronik & Foto
Sony BRAVIA XR, XR-65X90L, 65 Zoll Fernseher, Full Array LED, 4K HDR 120Hz, Google, Smart TV, Works with Alexa, mit exklusiven PS5-Features, HDMI 2.1, Gaming-Menü mit ALLM + VRR, 24 + 12M Garantie : Amazon.de: Elektronik & Foto
I just released version 1.2 of mmdb-server.
mmdb-server is an open source fast API server to lookup IP addresses for their geographic location.
Some minor changes in this release including in the API.
🔗 Release notes https://github.com/adulau/mmdb-server/releases/tag/v1…
@hereswhykevin on Threads:
For the past 8 hours, the White House has been live-streaming this really weird lo-fi music video on YouTube that features a cartoon Donald Trump sitting by a Christmas tree, reading a book while his ‘accomplishments’ scroll on the left side of the screen. Your tax dollars paid for this.
https://www.threads.com/@hereswhykevin/post/DSjlPqtjgAM?xmt=AQF0yEB4y13kd6nd9uk1CYXhBaFYzwq0fF7NDbgv9dcJ1AE
Transferred my #OneNote notes to #joplin.
Another service I don't use any more. Joplin doesn't have all the features as oneNote - but it looks like it has everything I need.
Now it's time to test it in real life.
This
'mtr' is a TUI traceroute with a bunch of extra features (which I occasionally find more of) - in it's default mode it shows all the network hops between you and your destination - and shows packet loss on each link, which is great for finding who is to blame for a *partially* dodgy connection. Hitting 'Z' shows you the ASN for each hop, which lets you find who owns it; Hitting D gets a scrolling display so you can see where momentary blips happen.
Microsoft updates Copilot to add Copilot Groups, enabling up to 32 people to collaborate in a session, and a "real talk" mode to add more personality to Copilot (Tom Warren/The Verge)
https://www.theverge.com/news/804122/microsoft-copilot-…
Apple might be in a better position than others to launch this successfully because it can build it on an established base (all iPhones out there). Still don‘t see the use cases though. And don‘t even mention privacy issues 🙄
Apple Developing AI Wearable Pin - https://apple.slashdot.org/s…
I rarely make electronic shopping lists, so I only discovered today that the Notes app has a handy feature that converts kilograms into tons. Even when using the comma as decimal separator! It doesn’t recognize “dl” (customary in Switzerland), though, and come to think of it, it has none of the features demoed by Doug Engelbart in 1968.
I rarely make electronic shopping lists, so I only discovered today that the Notes app has a handy feature that converts kilograms into tons. Even when using the comma as decimal separator! It doesn’t recognize “dl” (customary in Switzerland), though, and come to think of it, it has none of the features demoed by Doug Engelbart in 1968.
I rarely make electronic shopping lists, so I only discovered today that the Notes app has a handy feature that converts kilograms into tons. Even when using the comma as decimal separator! It doesn’t recognize “dl” (customary in Switzerland), though, and come to think of it, it has none of the features demoed by Doug Engelbart in 1968.
Elton John - "Tumbleweed Connection" (1970)
Always amazed by the sonic brilliance of this crackly original UA pressing. Just astounding.
#NowPlaying #EltonJohn #vinyl
Trillions of dollars are being invested in AI, while end users and consumers scramble looking for articles such as "How to turn off AI tools like Gemini, Apple Intelligence, Copilot, and more" https://www.consumerreports.org/…
If it’s not already clear, I’m #ActuallyAutistic and proudly trans, who uses they/them pronouns and identifies as Non-Binary/Gender-Fluid, and bisexual.
I get really scared around other trans people because I worry I might accidentally say something transphobic or homophobic, and I deeply believe, with all my heart, that trans people deserve to live.
:transgender_flag:
Series D, Episode 13 - Blake
ARLEN: I won it in a lottery. What do you care?
BLAKE: I don't, so long as it wasn't issued to you.
ARLEN: It's Federation.
BLAKE: That's what I mean.
ARLEN: Do I look like one of theirs?
https://blake.torpidity.net/m/413/40…
Alexa : Neue Features sollen zum Shoppen anregen
Amazon ergänzt seine Sprachassistentin Alexa in den USA um neue Features, die zum Geldausgeben anregen sollen. Dazu gehören auch Geschenkempfehlungen.
https://www.
So... in the end, I switched to the iPhone as my primary device after already having to use it as a secondary device alongside my Pixel 9 with GrapheneOS.
Before you stone me, let me say first and foremost that I love GrapheneOS and its almost perfect privacy features! But certain circumstances made a switch more or less necessary.
On the one hand, I don't want to constantly carry around two smartphones – especially when I don't want to lug around an extra backpack, walle…
🔊 #NowPlaying on #BBCRadio3:
#NewMusicShow
- Huddersfield Contemporary Music Festival: Explore Ensemble and ONCEIM
Kate Molleson presents live from the opening weekend of this year's event and features new music by Bryn Harrison and Christian Marclay.
Relisten now 👇
https://www.bbc.co.uk/programmes/m002mc18
I've set up a #TriliumNotes server to test it as a replacement for my job-related Trello. Phew... I've rarely seen an app that looks so daunting when you first start it up. Dozens of buttons, menus, features... and on first start it wants a password but you can't use it with multiple users. You need multiple servers for that or encrypt a set of private notes.
Trilium integra…
City Random Manners ✴️
城市随机行为 ✴️
📷 Pentax MX
🎞️ Ilford Pan 100
#filmphotography #Photography #blackandwhite
MonochromeEvolutionaryBioDigitalCellularAutomataSimulation
Unlike the recently shared[1] multi-cellular struggles, these here are some selected research stills (handpicked from tens of thousands) of only single CA configurations (aka mono-cultures) which I found interesting/promising and which were then used as raw ingredients/candidates for my infinitely evolving C-SCAPE project[2]...
Each of these cellular automata is 1.5D, meaning each pixel row is one generation, but I allowe…
Siri mit Googles Gemini: Diese Features sind geplant
Apple hat sich entschieden: Der Konzern holt sich für Siri Technik von außen. Einem Bericht zufolge gibt es erste Infos, was mit Google-Hilfe kommt.
https://www.
Just finished reading “Automatic Noodle”, a fun novella from @… It was a thoroughly enjoyable read that left me wanting more stories of this group of robots. It was also an ultimately hopeful and kind book… which was a good mental break from all that is happening in our world right now. Well done!
Folks using #PhanpySocialDev , there are 2 new features that need a bit of testing:
1. QR code for profiles and shortcuts settings - includes scanner (camera) too
2. Import/export accounts - the export *excludes* access tokens, so need to login again after import
They’re quite hidden, so just a heads-up 🙇♂️
Regularized Random Fourier Features and Finite Element Reconstruction for Operator Learning in Sobolev Space
Xinyue Yu, Hayden Schaeffer
https://arxiv.org/abs/2512.17884 https://arxiv.org/pdf/2512.17884 https://arxiv.org/html/2512.17884
arXiv:2512.17884v1 Announce Type: new
Abstract: Operator learning is a data-driven approximation of mappings between infinite-dimensional function spaces, such as the solution operators of partial differential equations. Kernel-based operator learning can offer accurate, theoretically justified approximations that require less training than standard methods. However, they can become computationally prohibitive for large training sets and can be sensitive to noise. We propose a regularized random Fourier feature (RRFF) approach, coupled with a finite element reconstruction map (RRFF-FEM), for learning operators from noisy data. The method uses random features drawn from multivariate Student's $t$ distributions, together with frequency-weighted Tikhonov regularization that suppresses high-frequency noise. We establish high-probability bounds on the extreme singular values of the associated random feature matrix and show that when the number of features $N$ scales like $m \log m$ with the number of training samples $m$, the system is well-conditioned, which yields estimation and generalization guarantees. Detailed numerical experiments on benchmark PDE problems, including advection, Burgers', Darcy flow, Helmholtz, Navier-Stokes, and structural mechanics, demonstrate that RRFF and RRFF-FEM are robust to noise and achieve improved performance with reduced training time compared to the unregularized random feature model, while maintaining competitive accuracy relative to kernel and neural operator tests.
toXiv_bot_toot
i found these two gems at the record store up the street and, at twelve bucks each, couldn't resist. i listened to these LPs (and dream weaver and forest flower) a ton in high school.
#jazz #vinyl #vinylrecords
Sources: iOS 27 will be a Snow Leopard-style update focused on bug fixes and performance, plus new AI features; FT's retirement report on Tim Cook was premature (Mark Gurman/Bloomberg)
https://www.bloomberg.com/news/newsletters…
Fuck, no, Apple. I was forced to update to iOS 26 due to lack of security updates for 18 on devices that can run 26 (i.e., due to extortion) but you’re not infecting my Mac with Liquid Ass.
Notice the dark pattern of pestering you in hopes you will accidentally hit the “Restart” button even though you’ve specifically turned off auto updates. Microsoft-level disrespect for consent here.
(Not surprising from a company that gives golden awards to fascists.)
I bet if you were a power-user of it, you could back in day tell what new features Photoshop 5 had over Photoshop 4.
Try finding anyone who knows what new features are in Chrome 144 over Chrome 143.
When I switched to using a #ridgewallet (which I quite like and recommend), I ditched all of my loyalty and "lesser" ID cards in liu of #Stocard - a mobile app with digital copies. But now Stocard is #klarna (and we…
Found in the archives - re-posting for no particular reason at all. . .
#Shitpooooost #Shipost #Shitposting
How Google, Huawei, Microsoft, and Nvidia, as well as startups and university research teams, spent millions of dollars to develop AI weather forecasting tools (Tim Fernholz/Bloomberg)
https://www.bloomberg.com/news/features/2026-01-22/how…
Series C, Episode 12 - Death-Watch
VILA: A few hours ago. We've plenty of time to get to the combat grounds.
TARRANT: Zen. [Looks at Avon] Yes?
AVON: Why not?
https://blake.torpidity.net/m/312/71 B7B5
A lot of people think #UXDesign is about features. It's not. The best #UX comes from finding the gaps *between* the features, and then filling those gaps with delicious sticky marmalade so that your users can't escape
Sources reveal inconsistencies in Megaspeed's chip inventory, as the US probes the Singapore AI startup over alleged Chinese ownership and Nvidia chip smuggling (Bloomberg)
https://www.bloomberg.com/news/features/2025-…
Moody Urbanity - Past 📴
情绪化城市 - 过去 📴
📷 Zeiss Ikon Super Ikonta 533/16
🎞️ Ilford HP5, expired 1993
#filmphotography #Photography #blackandwhite
twitter_higgs: Twitter, Higgs boson (2012)
Data on tweets related to the announcement of the discovery of a new fundamental particle with the features of the Higgs boson on 4th July 2012. Data covers 1-7 July 2012, and includes four types of networks: followers, retweets, replies, and mentions.
This network has 116408 nodes and 150818 edges.
Tags: Social, Online, Weighted, Multilayer
Android 16 QPR3 Beta 1 bringt neue Funktionen für Pixel-Geräte
Google hat den Startschuss für die letzte Android-16-Version gegeben: Mit dem Update auf QPR3 Beta 1 ziehen neue Animationen und weitere kleine Features ein.
Series C, Episode 05 - The Harvest of Kairos
AVON: Cally. [Grasps her by the arms]
TARRANT: [Enters] Is this the time or the place? That thing has warped your reason, Avon. It's even warped your notorious instinct for looking after number one. We are in danger, can't you understand that?
https://blake.torpidity.net/m/3…
iOS 26.3: Diese neuen Features hat Apple in der Pipeline
Die verbesserte Siri muss womöglich noch warten, dafür gibt es bessere Android-Transfers und andere Goodies. Ein Überblick zu iOS 26.3.
https://www.
Very cool, Ruby launched a redesigned website that prominently features DHH
🤦
Greg Peters says Netflix plans to bring new content types like video podcasts to its vertical video feed, and plans to roll out a new mobile UI later in 2026 (Caitlin Huston/The Hollywood Reporter)
https://www.hollywoodreporter.com/business
#VisitAthens, our local convention and visitors bureau, is taking a new approach to destination marketing: a podcast. Athens: Off the Record launched this month and shares the stories that define our town's creative culture. Episode 3 features our own Michael Lachowski, long-time PR coordinator at the museum, #Pylon
Right, #genAI will revolutionize science. As in, there’s nothing going to be left after the zone has been completed flooded with shit. There’s really no point in publishing anything anymore, as it’ll be drowned out by #AIslop.
Moody Urbanity - ONE 1️⃣
情绪化城市 - 壹 1️⃣
📷 Nikon FE
🎞️ Fujifilm NEOPAN SS, expired 1993
#filmphotography #Photography #blackandwhite
#Blakes7 Series C, Episode 13 - Terminal
ZEN: Confirmed.
[Teleport room. Dayna and Cally are playing a board game. Vila is kibitzing.]
VILA: That was it! Go on, you've got her! What are you waiting for?
DAYNA: Well, I'm not sure. It's risky.
Apple Creator Studio: Bekommen künftig nur Abonnenten alle neuen Features?
Nach der Vorstellung des Kreativsoftware-Abo-Pakets Apple Creator Studio gibt es weiterhin offene Fragen. Werden Abonnenten künftig gegenüber Käufern bevorzugt?
Series A, Episode 03 - Cygnus Alpha
AVON: And on living matter it never worked. Put a living creature into one end, take a dead creature out of the other, or nothing at all.
JENNA: So you think that is what all this is for? Matter transmission?
https://blake.torpidity.net/m/103/142 B7B…
Double Double 🛗
成双 🛗
📷 Nikon F4E
🎞️ Ilford HP5 Plus 400, expired 1993
#filmphotography #Photography #blackandwhite
twitter_higgs: Twitter, Higgs boson (2012)
Data on tweets related to the announcement of the discovery of a new fundamental particle with the features of the Higgs boson on 4th July 2012. Data covers 1-7 July 2012, and includes four types of networks: followers, retweets, replies, and mentions.
This network has 256491 nodes and 328132 edges.
Tags: Social, Online, Weighted, Multilayer
Series C, Episode 01 - Aftermath
LAUREN: There's no need. I can handle it, Dayna.
MELLANBY: All right, but don't take any chances.
LAUREN: I won't.
DAYNA: Keep your head down.
LAUREN: I always do.
[On the beach]
https://blake.torpidity.net/m/301/377 B…
A look at DeepSeek's rise in Africa, as China's lightweight, low-cost AI models make inroads into the continent via tech infrastructure built by Huawei and ZTE (Bloomberg)
Series A, Episode 10 - Breakdown
AVON: Say goodbye to one bolt hole.
BLAKE: That's not funny, Avon.
AVON: It wasn't meant to be.
ZEN: Pursuit ships are turning.
BLAKE: You know what to do.
AVON: Zen, increase speed to Standard by Eight.
https://blake.torpidity.net/m/110/581
Analysis: the Trump family has generated about $1.4B from crypto projects since Trump's inauguration a year ago, making up about one-fifth of their fortune (Bloomberg)
https://www.bloomberg.com/news/features/2026-01-20/donal…
US CHILDREN 🧒
我們這些孩童 🧒
📷 Zeiss IKON Super Ikonta 533/16
🎞️ Lucky SHD 400
#filmphotography #Photography #blackandwhite
Series A, Episode 12 - Deliverance
MARYATT: [Referring to Cephlon] Is there anything down there?
ENSOR: There was, once. Yes, once it was the trading and cultural centre for this entire star system. Very important, once.
MARYATT: Well, what happened?
https://blake.torpidity.net/m/112/7…
Series B, Episode 03 - Weapon
RASHEL: Perhaps that creature drove the people away.
COSER: I doubt it. Raw materials ran out more like.
RASHEL: Perhaps that was the only one.
COSER: Perhaps, perhaps! Just get on with it, will you?!
https://blake.torpidity.net/m/203/397 B7B3<…
How AI is pressuring Poland's economy, Europe's top location for global business services, as companies lay off staff in Krakow, the country's hub for BPO jobs (Bloomberg)
https://www.bloomberg.com/news/features/2025-11-2…
A look at South Korea's Independent AI Foundation Model competition, which aims to find the best homegrown AI models, in a bid to compete with the US and China (Yoolim Lee/Bloomberg)
https://www.bloomberg.com/news/features/20
xAI has faced a growing outcry from global regulators over Grok's generation of non-consensual explicit photos, but has faced little regulatory action in the US (Kurt Wagner/Bloomberg)
https://www.bloomberg.com/news/features/20
a16z's Matt Bornstein and others talk adding $1.7B to its $1.25B AI infrastructure fund, focusing on early rounds; Ben Horowitz calls it "one of the best funds" (Bloomberg)
https://www.bloomberg.com/news/features/20
The UK launches a consultation on whether to ban under-16s from using social media, alongside restrictions on addictive app features like infinite scrolling (Kiran Stacey/The Guardian)
https://www.theguardian.com/uk-news/2026/j
Google makes Help Me Write, AI email summaries, and Suggested Replies free to all Gmail users; the features required a Google AI Pro or Ultra subscription (Abner Li/9to5Google)
https://9to5google.com/2026/01/08/gmail-ai-free-features/
Samsung Galaxy XR review: matches some of the Vision Pro's hardware features at half the price, but has an uncomfortable headband and less precise hand tracking (Chris Welch/Bloomberg)
https://www.bloomberg.com/news/features/20
WhatsApp rolls out new group chat features: member tags that show user roles, text stickers generated from any word, and custom event reminders (Aisha Malik/TechCrunch)
https://techcrunch.com/2026/01/07/whatsapp-rolls-out-new-group-chat-features-memb…