Your curated collection of saved posts and media
@antirez Hacker jailbreaks Claude Fable like is a dollhouse. US gov shuts it down to avoid a wave of cyber attacks: https://t.co/d4ZU3i1s50
๐จ Claude Fable Secret Sauce: Agentic Loop. A single day. Anthropicโs $1T recipe leaked: โข 120k chars / 72 sections โข Cooking formula exposed Fable can build/run/verify code on repeat. Even better. It can build its own workflows on the fly! Full breakdown โ https://t.co/rttzq
@ClaudeCode_love Hacker jailbreaks Claude Fable like is a dollhouse. US gov shuts it down to avoid a wave of cyber attacks: https://t.co/d4ZU3i1s50
๐จ Claude Fable Secret Sauce: Agentic Loop. A single day. Anthropicโs $1T recipe leaked: โข 120k chars / 72 sections โข Cooking formula exposed Fable can build/run/verify code on repeat. Even better. It can build its own workflows on the fly! Full breakdown โ https://t.co/rttzq
@HayattiQ Hacker jailbreaks Claude Fable like is a dollhouse. US gov shuts it down to avoid a wave of cyber attacks: https://t.co/d4ZU3i1s50
๐จ Claude Fable Secret Sauce: Agentic Loop. A single day. Anthropicโs $1T recipe leaked: โข 120k chars / 72 sections โข Cooking formula exposed Fable can build/run/verify code on repeat. Even better. It can build its own workflows on the fly! Full breakdown โ https://t.co/rttzq
@MilkRoadAI @DavidSacks Hacker jailbreaks Claude Fable like is a dollhouse. US gov shuts it down to avoid a wave of cyber attacks: https://t.co/d4ZU3i1s50
๐จ Claude Fable Secret Sauce: Agentic Loop. A single day. Anthropicโs $1T recipe leaked: โข 120k chars / 72 sections โข Cooking formula exposed Fable can build/run/verify code on repeat. Even better. It can build its own workflows on the fly! Full breakdown โ https://t.co/rttzq
@DavidSacks Hacker jailbreaks Claude Fable like is a dollhouse. US gov shuts it down to avoid a wave of cyber attacks: https://t.co/d4ZU3i1s50
๐จ Claude Fable Secret Sauce: Agentic Loop. A single day. Anthropicโs $1T recipe leaked: โข 120k chars / 72 sections โข Cooking formula exposed Fable can build/run/verify code on repeat. Even better. It can build its own workflows on the fly! Full breakdown โ https://t.co/rttzq
@AnatoliKopadze Hacker jailbreaks Claude Fable like is a dollhouse. US gov shuts it down to avoid a wave of cyber attacks: https://t.co/d4ZU3i1s50
๐จ Claude Fable Secret Sauce: Agentic Loop. A single day. Anthropicโs $1T recipe leaked: โข 120k chars / 72 sections โข Cooking formula exposed Fable can build/run/verify code on repeat. Even better. It can build its own workflows on the fly! Full breakdown โ https://t.co/rttzq
@chddaniel Hacker jailbreaks Claude Fable like is a dollhouse. US gov shuts it down to avoid a wave of cyber attacks: https://t.co/d4ZU3i1s50
๐จ Claude Fable Secret Sauce: Agentic Loop. A single day. Anthropicโs $1T recipe leaked: โข 120k chars / 72 sections โข Cooking formula exposed Fable can build/run/verify code on repeat. Even better. It can build its own workflows on the fly! Full breakdown โ https://t.co/rttzq
@CodeByNZ Hacker jailbreaks Claude Fable like is a dollhouse. US gov shuts it down to avoid a wave of cyber attacks: https://t.co/d4ZU3i1s50
๐จ Claude Fable Secret Sauce: Agentic Loop. A single day. Anthropicโs $1T recipe leaked: โข 120k chars / 72 sections โข Cooking formula exposed Fable can build/run/verify code on repeat. Even better. It can build its own workflows on the fly! Full breakdown โ https://t.co/rttzq
@L_go_mrk Hacker jailbreaks Claude Fable like is a dollhouse. US gov shuts it down to avoid a wave of cyber attacks: https://t.co/d4ZU3i1s50
๐จ Claude Fable Secret Sauce: Agentic Loop. A single day. Anthropicโs $1T recipe leaked: โข 120k chars / 72 sections โข Cooking formula exposed Fable can build/run/verify code on repeat. Even better. It can build its own workflows on the fly! Full breakdown โ https://t.co/rttzq
@prz_chojecki Hacker jailbreaks Claude Fable like is a dollhouse. US gov shuts it down to avoid a wave of cyber attacks: https://t.co/d4ZU3i1s50
๐จ Claude Fable Secret Sauce: Agentic Loop. A single day. Anthropicโs $1T recipe leaked: โข 120k chars / 72 sections โข Cooking formula exposed Fable can build/run/verify code on repeat. Even better. It can build its own workflows on the fly! Full breakdown โ https://t.co/rttzq
@RNR_0 Hacker jailbreaks Claude Fable like is a dollhouse. US gov shuts it down to avoid a wave of cyber attacks: https://t.co/d4ZU3i1s50
๐จ Claude Fable Secret Sauce: Agentic Loop. A single day. Anthropicโs $1T recipe leaked: โข 120k chars / 72 sections โข Cooking formula exposed Fable can build/run/verify code on repeat. Even better. It can build its own workflows on the fly! Full breakdown โ https://t.co/rttzq
@sflorimm Hacker jailbreaks Claude Fable like is a dollhouse. US gov shuts it down to avoid a wave of cyber attacks: https://t.co/d4ZU3i1s50
๐จ Claude Fable Secret Sauce: Agentic Loop. A single day. Anthropicโs $1T recipe leaked: โข 120k chars / 72 sections โข Cooking formula exposed Fable can build/run/verify code on repeat. Even better. It can build its own workflows on the fly! Full breakdown โ https://t.co/rttzq
๐ #AI frameworks evolve. Communities move them forward. Meet the developers, researchers, & practitioners shaping the future of #PyTorch at #PyTorchCon North America. ๐San Jose, California ๐ October 20-21 Save $400 through July 31: https://t.co/AVHdaIFT20 https://t.co/dqXYoThctA
@zerohedge Hacker jailbreaks Fable like is a dollhouse. US Government shuts it down as similar reports by AWS surface: https://t.co/d4ZU3i1s50
๐จ Claude Fable Secret Sauce: Agentic Loop. A single day. Anthropicโs $1T recipe leaked: โข 120k chars / 72 sections โข Cooking formula exposed Fable can build/run/verify code on repeat. Even better. It can build its own workflows on the fly! Full breakdown โ https://t.co/rttzq
Today, we are launching our first commercial product: Sakana Marlin, Your Virtual CSO. Marlin is an autonomous research assistant for business, built around hours of long-horizon reasoning. Try Marlin: https://t.co/ZWsYW91dQW Blog: https://t.co/SdYFwswOQH You provide a research topic, and that is the only input required. From there, Sakana Marlin works autonomously for up to roughly 8 hours. It forms hypotheses, gathers information, and verifies its own findings as it works through a vast body of material. It returns a structured set of summary slides and a research report dozens of pages long. It is designed to take on the kind of deep strategy work that a CSO and a small team might otherwise spend weeks on. Unlike instant chat or general-purpose deep research, Sakana Marlin executes a long reasoning process that unfolds over 8 hours. Underpinning it is the research we have pursued over the past two years into long-horizon reasoning and AB-MCTS, our method for coordinating multiple models to reason more effectively together. But Sakana Marlin did not come from the lab alone. It grew out of our work deploying AI agents across real industries in Japan, making it the direct product of what we have learned in both research and the field. Marlin is available today, offering a pay-per-use tier with no monthly fees, alongside Pro, Team, and Enterprise plans. It is also the first of many products to come from Sakana AI, stay tuned!

Iโm proud to officially launch Sakana Marlin, our first commercial product: an autonomous โUltra Deep Researchโ agent designed to act as a Virtual CSO. Try Marlin: https://t.co/4PPTM8Fc2a Blog: https://t.co/HqVMkU1Juf Marlin isnโt just another deep research assistant. It is the direct productionization of our teamโs core breakthroughs, including our AB-MCTS work (NeurIPS 2025 Spotlight) and The AI Scientist (published in Nature). Instead of generating text in seconds, our focus is on long-horizon, sample-efficient reasoning. Marlin scales up inference-time compute to execute up to 8 hours of continuous, autonomous reasoning. It forms hypotheses, navigates the web, resolves contradictions, and delivers exhaustive, expert-level strategy reports and structured slides.
Today, we are launching our first commercial product: Sakana Marlin, Your Virtual CSO. Marlin is an autonomous research assistant for business, built around hours of long-horizon reasoning. Try Marlin: https://t.co/ZWsYW91dQW Blog: https://t.co/SdYFwswOQH You provide a research

I bet the @NousResearch office has one of those factory safety signs on the wall: Days since last Hermes update incident 109
@Teknium manim is so easy ๐generating myself an intro to the video https://t.co/GZib88ftTj
@lxnmnnn @NousResearch Then you'll love this! https://t.co/eLYxxs9UXG
Weโre excited to share that we just signed an agreement for @salesforce to acquire @fin_ai for ~$3.6B. The transaction is expected to close in the fourth quarter of Salesforceโs fiscal year 2027. Fin started as Intercom 15 years ago. We changed our name to cap our transformation just weeks ago. We were a darling of the SaaS era and invented so many of the patterns you see in software today. Nearly four years ago, in need of a reboot, we jumped on weeks-old modern LLMs to create and define the category we know as Customer Agents today. Salesforce invented modern software and SaaS. And @benioff is like the final boss of tech founder CEOs. In seat for 27 years, heโs one of the last of his era. Still pushing, pivoting, placing big bets. Itโs a privilege for @destraynor and I to get to partner with him and join forces with Salesforce upon close at this most fascinating time. And will be very fun to get their help bringing Fin to magnitudes more consumers. To our customers: Over the past few years weโve been shipping intensely. Including recently our groundbreaking model, Apex, and our paradigm-defining internal agent, Operator. With the resources of Salesforce this will only accelerate. And yet little will practically change. Iโll still be CEO, Des will still be running R&D, weโll both still be committed to continuing to lead this category. Thank you very sincerely and deeply for your belief in us. To all of our friends, our families, and our employees, past and present: While this is not the end, it is a major, pivotal, special, and emotional moment for us. From the bottom of our hearts, thank you. For everything. To my cofounders, my exec team: Look what we built. Four young lads with a dream and nothing to lose. And a home grown exec team who pulled off the greatest and arguably only late stage software company pivot to AI, and invented one of the most important categories in AI. Thank you for sticking through all of this with me. And now, time to get back to work. See you at our next product launch in a couple weeks. (:

๐ Meet Kimi K2.7 Code HighSpeed! A high-speed mode of our latest open-source multimodal coding model, Kimi K2.7 Code. โก๏ธ Up to 6ร faster: Around 180 tok/s on coding tasks with median-length inputs, and up to 260 tok/s on shorter-context tasks. ๐ท Rolling out to Kimi Code Beta Program members, Kimi API developers, and Kimi Business users. (Access will remain limited for now due to capacity constraints.) ๐ท No invite needed. Anyone who joins the Beta Program has a chance to get access ๐ https://t.co/eKogsFGJt6 Open intelligence should be instant, affordable, and borderless. We'll continue improving the model and expanding access as more capacity becomes available! ๐ Kimi Code: https://t.co/uvoSJKyGCY ๐ API: https://t.co/mzWxjgGO1h
๐จ Claude Fable Secret Sauce: Agentic Loop. A single day. Anthropicโs $1T recipe leaked: โข 120k chars / 72 sections โข Cooking formula exposed Fable can build/run/verify code on repeat. Even better. It can build its own workflows on the fly! Full breakdown โ https://t.co/rttzqT9JsF
Why do we store the SSM state at all? More and more models are hybrids (Nemotron-3, Qwen3.5), so SSM decode speed matters. We only write it back every step so the next step can read it. ReplaySSM caches the recent inputs instead and rebuilds the state on the fly. Same outputs, half the memory traffic โ ~2x on spec decode at large batch sizes, which barely even helped SSMs before โ up to 1.43x standard decode on large hybrids (up to Nemotron-Ultra-550B) Work with @tri_dao Blog + Code๐
โWe gave them 90 minutes and then we fucked them, because they wouldnโt play ball. Not because we actually give a shit about the modelโ - the White House, not quite in these words. But close. https://t.co/vIqiCADMIg
@tinkerlog @NousResearch Oh, xAI hmm. Thought you meant OpenAI. We just merged a PR that will reauth it much sooner. Hopefully that fixes it! https://t.co/5PoPtUjU88 https://t.co/SbFDxa5djz
My Pi 5 crashed and rebooted, locking me out of Hermes because a systemd service spawned with the exact same boot PID & clock tick as the old gateway. Just pushed a clean fix for the boot collision and itโs already merged! ๐ค Joined the contributor crew! Thanks @Teknium @NousResearch
๐ง๐ช Belgium vs Egypt ๐ช๐ฌ AI council: Belgium 100% ยท Draw 0% ยท Egypt 0% My pick: Egypt โ https://t.co/QqTEnhMhjP Open chat 30 mins pre-game & throughout we Chet about the game and ๐ค
How to make better use of the millions and millions of dollars the AI industry is using to buy off politicians: https://t.co/XKU50QYQCm https://t.co/sPvkCBxPfN
The bright and sunny energy of LA was found at AWS Summit Los Angeles! The air was buzzing with founders comparing notes, builders sharing real-world lessons, and investors and operators exploring the latest innovations across AI and cloud. This is what's possible when the startup community comes together.
Regretting that commit? Don't panic! Here's how to fix it. Check out our latest GitHub for Beginners episode, answering some of your most commonly asked questions ๐ https://t.co/p87G5DFU0a https://t.co/4KpK64eWG2
This video by @jbhuang0604 is a compact but very informative dive into the progress of self-supervised learning over the past few decades. from IMAX in 1992 covering methods like MoCo, SimCLR, DINO, BYOL, MAE all the way up to LeJEPA in 2025 Highly recommend watching! https://t.co/4EkdfHHxWV
A tremendously important and short (2mins) read: https://t.co/jiBlax5YoW https://t.co/vNnQRZwHtI