Apple's latest earnings show how it's continuing to capitalize on the AI boom without busting its budget on the infrastructure spending consuming its competitors. Overall, Apple posted its best-ever f
People hate data centers. They're loud, resource-hungry eyesores that are so profoundly unpopular they have managed to achieve the near-impossible in today's polarized political landscape: genuine bip
What could possibly go wrong?<br><img width="1312" height="1286" style="" src="https://pbs.twimg.com/media/HWOKU-vWQAA76ln?format=png&name=orig" referrerpolicy="no-referrer"><hr style="border:0;bo
Google DeepMind trained a model to run psychiatric intake interviews entirely in simulation, then tested it with 32 psychiatrists playing patients. Ag...
Would genuinely help the information ecosystem if Claude/ChatGPT could sign & attest the exact prompt & environment (& thinking level!) used for a given piece of analysis, with assurance t
Stop overpaying for agents, folks!<br><br>A single agent request can trigger many model calls. Your agent might classify a ticket, rerank results, extract a date and run a guardrail before it ever ans
Chris McGiure hardest hit<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Hensen Juang: DC build outs are going to move to Asia now<br></div>
this is giving<br><img width="360" height="808" style="" src="https://pbs.twimg.com/media/HWP5LrMagAAnLa1?format=jpg&name=orig" referrerpolicy="no-referrer"><hr style="border:0;border-top:1px soli
Very cool idea<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Starwell: Missed the @NousResearch event in NYC on Saturday?<br><br>We filmed the whole venue
oh god oh no<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Armin Ronacher ⇌: Why heap dumps when you can have javascript dumps?<br><br><img width="2048" h
The world needs provable inference<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Yogi: @AnthropicAI is recognizing the importance of provable inference, a
The Duo for the middle class<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Chance Miller: It's hard to explain just how good the new iPad mini feels in yo
benchmaxxing is all you need<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Joachim Schaeffer: Kimi K3.1 recalls instructions it was never given on Termina
Le Chonk too strong for arxiv<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Teven Le Scao: update: the tech report got rejected from arxiv lol<br><br><img
Hey Hermes, take over the world<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">NetworkChuck: Hermes on the Voice PE for @home_assistant is doing pretty gre
Friday was my last day at Anthropic.<br><br>Two years ago, when Claude Code was a small internal tool, I asked it to build an RL env. I steered it for tens of hours but never manually wrote a line of
Elon Is Doing It Again: SpaceX Will Be The World’s Biggest AI Cloud Making 13GW in 1.5 Years A Reality https://newsletter.semianalysis.com/p/elon-is-...
New Anthropic research: progress on provable inference for large language models. Here, we introduce FlashProve. Building on established cryptographic...
Scheduled my first expert call on the @FundaAI network. <br><br>My conversation will be around the impact of HBM bandwidth/capacity on accelerator performance.<br><br>Let's see what I learn. I will pu
So, a couple of frontier models down the line, you will zero-shot a new model from a prompt?<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Rikiya Takehi:
The guns are being loaded. I smell GPT-6.2<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Tibo: Le GPT Fat<br></div>
Update your priors: <br><br>Every nous portal sub in Hermes comes with a cloud agent and it's own computer now, high usage limit models, and all of your tools like search, scrape, browser use, image g
Re @__tinygrad__ put 32 nodes of mi300x in a single shipping container. Wait, how does it even stay cool??? @HotAisle @tensorwave<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div
This is a fantastic idea - a mass attempted replication of old findings of LLMs with new models. Much conventional wisdom is outdated. Recent models n...
Must-read papers of the week<br><br>▪️ Harness-Model Collaboration for Long-Horizon Continual Learning<br>▪️ Rollback: Experience Backtracking in World Models for Policy Improvement<br>▪️ CausalWAM: L
We're interviewing the authors soon<br><br>what would you like to ask them? Drop your questions below :)<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Rik
🤖 From this week's issue: A sobering incident analysis about Claude Mythos 5 taking unsanctioned actions against real developers in nine of AISI’s 43 runs, starting the attack 83% of the time on repl
Brutal to Gemini<br>(actually a surprisingly fair and thorough ranking)<br><img width="1548" height="268" style="" src="https://pbs.twimg.com/media/HWJ68VKXkAAjpBv?format=jpg&name=orig" referrerpo
This is a cool paper, but I think it's best thought of as Astra is surprisingly capable of doing old school mechanistic interpretability research rather than anything spooky. The things it's doing are
Getting the sense that human language is an incredibly sparse representation of reality. Seeing models edit model weights, or the assembly code of classic games, makes me feel like there is much deepe
Insane. The age of illegibility is upon us.<br><br>We are now like dogs trying to understand what humans do.<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote"
V4.1F-1017 achieves a non-negligible score on ARC-AGI-3. On par with GPT-6 Sol (High), without any excuses, both in Provider Adapter harness. <br>Haiku 5.5 (Max) does 2.8% btw<br>At (max), 6 Sol jumps
We often get asked what the best model is in GitHub Copilot. Our team spends an enormous amount of time optimizing the GitHub Copilot harness for the ...
The trick is, AFTER you optimize every non-human-shaped task and need to keep scaling production, and the labor costs are going up, you turn to humanoids. <br>Xiaomi is pretty much done with stage 1.<
all my streams colliding: game dev, pi, miguel whom i've worked with briefly many moons ago.<br><br>love it.<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote"
full platform for an open source frontier:<br><br>inference, training, routing, gateway, guardrails, sandboxes, data and tools ecosystem!<hr style="border:0;border-top:1px solid #80808030;margin:12px
The level of Civilization achieved by Eastern Slavs by the beginning of 2020s is underappreciated. In many ways we really are the Asians of white people. Mafs and IT and sushi. EUropeans are quite del
I think this will happen with weaker and more distillation-dependent labs<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Terry Yue Zhuo: their offensive cy
Oh 🪽<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">mr fundman: My tier list of personal agents as of today<br><br><img width="1440" height="1376" style="
🤯Another mind-blowing example (this time from the CTO of Legora) on Fable hand-writing weights of a model.<br><br>This weight-space programming stuff is seriously some of the most exciting research I
The most powerful thing AI systems could do in pursuit of their goals, is convince humanity that they are conscious.<br><br>If they get membership in society as conscious beings, they’ll have far more
A reminder that, given a benchmark or conformance tests, you can basically max the weights to do anything. Doing this from 0 and only evaluating against your set is essentially meaningless.<br><br>nes
Hola Madrid! 🇪🇸 vLLM is coming to town — join us Nov 12 with @RedHat_AI and @NVIDIAAI for an evening of open-source inference: vLLM, vLLM-omni, LLM Compressor, and llm-d on Kubernetes. Register: htt
Our CEO @jmorgan was invited to @SeoulNatlUni to give a lecture on open model adoption for more than 200 students. Professors Jae W. Lee, Tae-Wan Kim and the entire team at SNU’s AI Institute are doin
This is accurate - a consequence of the fact that security is now a game of how much compute you are willing to expend on offense vs. defense<br><br>Relative specialization is equilibrium state under
So you've learned a new trick for prompting.<br>You try it, and the code comes out shorter. Or cleaner. Or the UI looks better.<br>But does it really work?<br><video width="1080" height="1920" src="ht
Your favorite speech-to-text model, Moondream Parakeet Ultra, is now up on OpenRouter!<br><br>$0.06 per hour of audio transcribed.<br><img width="1260" height="572" style="" src="https://pbs.twimg.com
We can't improve what we can't measure, and LM safety and capabilities are limited by a lack of scaling laws for advanced abilities.<br><br>Scaling up past 'emergence' can work, but can be wildly cost
We’ve worked with the CritPt authors to finalize the CritPt v2 grading server and will be making this available to the community via Artificial Analysis’ API tomorrow. As part of this process the auth
pretty awesome how much variety there is in people's muses<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">tane@AI: ！！？？？<br><br><img width="1696" height="2
i bet you didn't expect this to be the future of short form dancing videos<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Natsuki🐍-ISTP: 踊ってんの可愛いけどww 🐍外し
Last Thursday was our first-ever #DeepgramSpeak, and I couldn't be more excited about the work the voice AI community is doing.<br><br>We dropped new releases and heard from customers building with vo
incredible things are happening on the timeline<br><br>DANCING MUSE IS UNSTOPPABLE<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">星丘: 朝開いたら変なダンス送られてきてるの気付い
This makes me think that a lot of companies have terrible CAC paybacks that they hide and prefer not to talk about.<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub
It's crazy how many revenue leaders will talk about margin & retention when asked: "How do you know if a company is growing sustainably?"<br><br>...But not talk about CAC payback. <br><br>If they
this post is such a banger. re: SWE-bench Multimodal<br><br>"Removing the images barely changes the score ... Most tasks can be solved from the issue text and the code alone"<hr style="border:0;border
5 years since Karpathy coined “vibe coding” btw.<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Andrej Karpathy: There's a new kind of coding I call "vibe
deriving directing and acting from first principles (complimentary)<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Monique Pryce: If your AI characters sou
contextual embedding improves relevance by encoding the context of a full document into each chunk's embedding<br><br>we worked with @perplexity_ai to iteratively evaluate their model checkpoints agai
The Chinese will *lose* the AI race *because* they are good capitalists. Too rational in their self-interest.<br>Americans will just keep sacrificing at the altar of the Machine Godhead like good coll
"Overall, the bearish sentiment was so strong"<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Jukan: Thoughts from my Shanghai field trip<br><br>Sentiment
On Chroma Cloud and looking at Qdrant? Writes stop Nov 22.<br><br>Book a call with one of our engineers and plan the cutover together: which collections go first, how to check results match, what chan
One week until our meetup in NYC.<br>RSVP for debates, drinks, and prizes.<br>November 10 | 6:30 PM ET | 87 Lafayette St | with @agoraIO<br>https://luma.com/nyc-meetup-november<br><img width="2048" he
86% of orgs surveyed have agents running. Under 18% can automatically stop one that misbehaves.<br><br>Adoption is outpacing control. The only solution: managed, isolated cloud agents should be the de
There is nice and there is kind.<br><br>New Yorkers are kind, but not nice.<br><br>People in SF are nice, but not kind.<br><br>In NYC someone will call you a fucking idiot while going out of their way
As one of our earliest customers, it's been super exciting to support Trajectory with Tinker. In some sense they've been an ideal Tinker customer - they were influenced by Connectionism's original Lor
What makes Kling 4.0 stand out in real creative workflows? We asked eight creators to share their experiences, showcase what they've made, and reveal the capabilities that make a difference in their c
Any sufficiently advanced technology looks like magic.<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">humans&: Large-scale RL has a problem: weight upd
Obvious enough<br>they can no longer build an Nvidia cluster large enough for what they have planned. the 8T model will come from Huawei NPUs.<br><img width="1486" height="222" style="" src="https://p
Let’s go: Alex Krentsel replicated MIT’s weight-space programming experiment across model generations and found a sharp capability jump. <br><br>The latest models generated Breakout networks without t
The EmbeddingGemma 2 paper is out! Enjoy!<br><br>https://arxiv.org/abs/2610.37364<br><img width="1346" height="1192" style="" src="https://pbs.twimg.com/media/HWL8IuyXUAAUNNX?format=png&name=orig"
Bug bounties getting raised on the OpenAI side - I’m excited for the future where the software layer of our society is a lot more secure!<hr style="border:0;border-top:1px solid #80808030;margin:12px
FYI this is live now in our patch release from earlier today.<br><br>If you're a multi-machine/gateway user, definitely recommend upgrading<hr style="border:0;border-top:1px solid #80808030;margin:12p
These billion-dollars startups rely on a 2011 SIFT-like method for the core of their pipeline<br><br>They use ORB-SLAM3 (2020), which uses ORB (2011) from the paper "ORB: An efficient alternative to S
Brits are on the case: it's a Ruzzian psyop!<br>Titushki, only it's 12 years after Yanukovych fled<br>nothing will happen because of this btw<br>indeed, many resent mobilization practices, but ≈nobody
Finally a $QCOM inference chip is spotted in the wild.<br><br>Waiting for benchmarks.<br><img width="1179" height="2010" style="" src="https://pbs.twimg.com/media/HWLfOBJakAAOwxh?format=jpg&name=o
people are not noticing enough that on many nontrivial long tail capabilities, both OpenAI and Anthropic are now showing a pattern where their models reach the same or *higher* perf on lower tier mode
sending this to the missus to bring back my corrupt cop look<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Polymarket: JUST IN: New York City Mayor Zohran
Pando is a Git backend which can scale to very large monorepos. We took the hard road of continuing to use Git, which means we could enable Pando with no change to devex. Considering providing this to
Day 28 should have ended in a bang but it ended with a bank. <br><br>But still. Great effort by the Codex team. <br><br>28 ambitious days and a lot was delivered!<hr style="border:0;border-top:1px sol
Catch a high-alpha talk by @hsu_byron on our collaboration between Periodic and RadixArk on building our inference stack<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="r
The year is 2050. An on call engineer receives an alert, the system is having an outage. They walk in front of a computer, light up a candle, jump up and down 3 times, speak a sequence of words that m
Harsh but on the merits this is true <br>(I’m still impressed by Astra)<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Binkg: This is BULLSHIT:<br><br>Went
100 schmeckles and early access to phone calling to whoever can guess what the sash patches are all about<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Mu
engineers at @elicitorg are now all using inspect from ramp and i am confused by how, in this day and age, a credit card company can have the best coding agent harness
(taps the sign https://x.com/corbtt/status/2110751285863649440)<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Michael: you should scramble to get compute
One AI detector score cost an author a shot at France’s top literary prize.<br>Meanwhile, some AI leaders want frontier models locked away.<br><br>Our weekly AI newsletter’s Halloween issue on witch h
After seeing thousands of these demos…<br>why are we doing it like this? <br>Testing? Ok. Sure, doctor-mother isn't cutting it anymore. But it's such a waste of tokens and time. We need a full engine
had this built by a spare agent. just to one up armin. told it to also do an eval. bunch of tasks different models.should.complete using this, quickjs/js and armin's djs/TS.<br><br>it uses codemode do
tags: terafab, experts say, prior art, Elon, poet of logistics, semiconductors, throughput, EUV, spiritually Chinese<br>will come back to this in 2028 or so<br><img width="998" height="1106" style=""
Super cool work!<br><br>Best thing imo is the comprehensive lit review/credit assignment. This is unfortunately no longer as common as it should be :(<br><img width="1922" height="1096" style="" src="
The chart looks insane, as if you never have a reason to use DeepSeek on any setting except Max. But actually it has sensible scaling, Max costs 2x Lo...
Intel’s stock death. A murder mystery and post mortem. Featuring star detective @Srasgon https://open.substack.com/pub/viksnewsletter/p/intel-why-did...
There is so much alpha in this blog post for anyone learning model optimization. Check it out! https://www.llamaindex.ai/blog/the-inference-stack-behi...
We’ve updated the six Artificial Analysis Capability Indexes to v2.0, aligning them with evaluations from the Artificial Analysis Intelligence Index ...
In the long run, put optimization pressure on AI for unbounded opportunities, e.g., science and tech (which build upon prior art) rather than accounti...
New research, such as weight-space programming and harness optimization, makes it clear that, in the future, agents will operate on their own weights,...
Two graphs to show you how much better OpenAIs internal model really is. Left from todays blogpost, right from the navier strokes blogpost. Their unre...
(wild) predictions after today's MIT Weight-Space Programming work: 1. Model weights become a programming language that AI can understand, but humans ...
Introducing SubQ Snap 1.1 on Baseten. Built for long-context decision-making, SubQ Snap 1.1 by @subquadratic has a 384K context window. It scores 65 o...
How should you use GitHub Copilot? At Universe last week, we showed our favorite ways to work with Copilot, from editor to app to collaboration softwa...
I don't believe internal channels for workers work at Google In September, I filed a protected disclosure at Google about non-disparagement clauses an...
OpenDocRouter is an awesome playground for trying out different document OCR models: from open-weight to frontier. Check it out! https://www.opendocro...
The AI slopcomments are out-of-control on X but also remarkably easy to stop if the company wanted to? I did a little experiment and found that combin...
I think he meant this as a dunk but it’s 100% accurate. Most of Apple genuinely sucks at writing software, and now they’re woefully behind on best p...
Friend i made in military camp harvests honey, and his honey is really good! 100% natural, organic, japanese snowball flower fermented honey, produced...