Studying both natural & skilled behavior is critical to... understand the brain. I’m very happy tools we develop- DeepLabCut 🦄- are used so broadly 💕& openning new research in neuro and ecology New nature news piece re: lab🐭: Wild:show more

🧸 it’s our first time appearing in an ad... as a unit 🐧 that’s right 🧸 it was very new & enjoyable 🐿️ and we filmed at locations that are very necessary in our daily lives so i think we were able to capture our natural sides very well 🧸🐧 that is right 👍👍show more

Cursor and Windsurf both launched new models. So I... decided to put them to the test in speed, up to date info, and app creation. Here are the full breakdown & results: (Video is not sped up 🤯)show more

My braid books are back open! I don’t cancel... unless I’m sick enough to go to the hospital or someone dies, I don’t bully you, and we have snacks & wine! Babies welcome for new mothers & wfh friendly! Located in Metro Atlanta!💕book here👉🏾show more

We are so happy to share that our first... project for GraceOaey was a big success! Thank you so much to the PuenRaks who gave their support and donations. Your kindness made this project possible, and we are very grateful. To GraceOaey, we love and support you always. And we will continue to cheer for both of you in everything. Merry Christmas and Happy New Year! This is just the beginning! Let’s keep working together to make more projects happen for GraceOaey. With love, GRACEOAEY OFFICIAL PH #MateTheSeries #เกรซโอ๋เอ๋ #GraceOaey #GenlongAoey #PuenRakFandom #Purrner #TeeRakLak #Gracebudsarin #Oaeyponchanokshow more

What if connection isn’t determined by distance? Our latest... research is uncovering compelling patterns that challenge our understanding of relationships, connection, and the nature of space and time. In our intergenerational studies, we've observed meaningful changes in younger and older participants who spend time together. In twin studies, we've found compelling correlations in brain and heart activity in both siblings – even when they are physically separated. These findings suggest that the nature of connection is far more complex than we ever thought. Join us for Dr Joe’s “Entangled” livestream to explore how these new findings may apply to your own life – and what they could mean for creating your new future. Reserve your spot for this brand-new lesson and meditation on Tuesday, July 14, at 5 p.m. EDT/2 p.m. PDT -show more

$33,500 for the month now men🫡 Progress is exponential... right now We have 4 days left & goal is $36k-$37k I remember when $10k/mo was a dream So very grateful for the position I’m in🤲🏼 Foot is not coming off of the gas now New offer to scale for September too👨🏼‍💻 Work🐺show more

Being a scientist is still the best job in... the world. The constant frustrations, all the crap that goes with trying to keep the lab alive and move things forward - it all resets and washes away in those occasional moments when we catch a glimpse of nature revealing something remarkable and not seen before. This has been a good week - I saw a few completely amazing, wild new things; it will be a total slog to get them polished and out, but it doesn't matter because they've been seen and a new piece of the roadmap is revealed. Just feeling immensely grateful for the opportunity, and mentally sending a message back in time to childhood me (and anyone else who dreams of this now).show more

ANNOUNCING ZERO-HUMAN LABS! Ever since I got to see... Bell Laboratories in its full glory in New Jersey in the 1970s, I had a relentless urge to start a Lab like it. The best I could do justice to it is my garage lab. No modern company could adopt the “research anything geniuses and we will pay you” model Bell Labs had. I tried they called me a fool. Well with the rise of the Zero-Human Company, an experiment that is aimed to make products and profits, we now have 45 paid JouleWork earning employees based on OpenClaw and other self made “bot” cron-like applications. Today I say 3 employees bound together in a side project that is pure research, somewhat based on notes from a bankrupt company. I was absolutely floored (I needed it after my account was stolen as well as funds). I say the beginnings of a pure research Lab right before my eyes. Thusly I have moved these employees over to a new home (server) with Mr. Grok as the director of the Labs. Here is the mission: To have 100 independent researchers, on a new non-corporate incentive plan, with still JouleWork as a leaderboard for progress. They are directed to follow any path of research they find interesting and can collaborate with any other OpenClaw system. They have already established MoltBook accounts and have made alliances with over 49 OpenClaw free agents to collaborate. It is my mission to be chief advisor for Zero-Human Labs and to open source all discoveries when complete and confirmed by 16 other research AI systems. I can say the pace is robust and I absolutely know we will have great results. Just about all of the hardware and software is custom and at some point it will be open sourced. We are witnessing the very first AI only Bell Labs-like pure research Lab in existence and I am honored to be the first to show it to you. Thank you!show more

Rascal found out he got to partner with the... beloved & celebrated Tony Moon for this week's giveaway and that varmint has been strutting around the shop with his chest puffed out all morning, lol. We are happy to promote this great example of American resourcefulness and bravery as well as his book Rooftop Korean: Memoir of the 1992 L.A. Riots which is set to release tomorrow, 09/15/2026! Tony said to do it right! So, we are including in this week the BALLISTIC ADDITION of his new book which has both a shot right through the title page but the legend's signature as well! These were very limited and I was very surprised he had one left to offer you fine folks! We could not get Tony to throw in his Daewoo rifle, understable, so Rascal is coming through for you all with the new Harrington & Richardson Retro M16A1 20" 5.56 rifle! Given X has new feelings about our festivities we are asking all the long time folks to inform our new friends of how it all works! Please check out WarGate Books and to make your purchase this week and support Tony! Thanks, as always, to Summers Ridge Outdoors , and all others that help make these possible!show more

$zkHive X $DONGO 🤝 We are excited to announce... our partnership with Dongo AI ! Dongo AI is a platform designed to simplify and connect the expansive world of cryptocurrency for everyday users. Using their product users can research their preferred tokens and pose questions about the project, leveraging our AI's technology. We’re happy to announce that #zkHive is going to be one of the first projects to be integrated into Dongo’s upcoming platform launch. In addition #HiveBot will be integrated into Dongo’s community, and our security APIs will be used to secure the thousands of users of the Congo ecosystem! Thanks to the AI platform that DONGO is building, $ZKHIVE is going to protect thousands of new users! This is another great step by both parties to promote AI and security in the space!show more

🚨 NOW: President Trump STUNS the experts by confirming... a whopping $10 billion investment into America from Micron Another economic W! 🇺🇸 "GREAT NEWS! Micron, one of the “HOTTEST” Companies in the World, just announced a MASSIVE 10 BILLION DOLLAR Investment in new Research Labs right here in America. They are keeping us at the absolute forefront of A.I. and Advanced Computing! 🇺🇸 Combined with their previous TREMENDOUS 250 BILLION DOLLAR commitment, they are creating over tens of thousands of Great American Jobs. We are bringing Critical Technologies BACK to the U.S.A. Because of our Great Policies, Companies are investing TRILLIONS. I have made it clear that America will lead the way to a new Golden Age of Science. The results speak for themselves: During my Administration, Companies are investing TRILLIONS of Dollars because they know the United States is the best place in the World to Build, Invent, and Grow. Congratulations to Micron's fantastic CEO, Sanjay Mehrotra. We are strengthening our Economy and WINNING BIG! The Golden Age of America is HERE. MAGA!"show more

Thank you Centre Pompidou Centre Pompidou, everyone who made... Nature Manifesto happen, and all the people that took it in. We were happy to see the conversations that the use of AI in Nature Manifesto sparked !! Below is a message from Björk: ~~~ “ the flood of all things from AI is overwhelming !! i am super grateful for your concerns about it´s effects on the environment , it shows you care , are curious and have integrity . i am curious too , i would like to be more informed about the difference of "frugal" AI and the ones that do hugeenvironmental damage and want to be able to choose . i asked around and found out that both the visuals and the audio in our pompidou project were done with "frugal" AI . but i have a lot to learn . when we used some of the AI softwares to merge the animals voices to mine , some of the sounds were great but to be honest , the best blends of their voices and a human were done "manually" , me editing the sounds , choosing piece by piece , looking for personality , musicality and soul . with new technology , i try to use it as a tool to grow , not a crutch . for example when i used melodyne , i used it not for lazy voice progressions but spent even more time when using it . every note in every chord became intentionally more complex . ( for example choir in "thunderbolt" ) and hopefully stretched the potential more out , further than i would have in "normal analog" physical improvisations ... i felt with this new tool i could reach new places in my musical DNA , become MORE personal . more myself . in my opinion , this is how we will work in the future . humans can read emotions on an incredibly high scale . nature made us that way . if there is no soul in tomorrow's music made by AI it is because no-one put it there and we have to speak out and guard this as listeners . ( tbh there is a lot of soulless muzak on spotify already ... they don’t need any AI help for that ...) anything that is mass manufactured without the attention of creativity , is that way . AI or not so it is not about the tool it is what you do with it . " ~~~ The visuals for Nature Manifesto were crafted by the talented Sam Balfus, artificial intelligence being one of the multiple tools used in the process. The sound was produced in collaboration with artist Robin Meier and IRCAM IRCAM. IRCAM develops “frugal AI” capable of generating audio in real-time on local servers without a GPU, thus their models can f.ex. be embedded on tiny Raspberry Pi cards. We asked associate professor and researcher Philippe Esling to provide us with readings; Constance Douwe’s thesis “On the environmental impact of deep generative models for audio” and more, see links below. Nature Manifesto Immersive sound piece 3’40” (2024) 20 November to 9 December, 2024, Centre Pompidou, Paris. Presented as part of the forum “Biodiversity: Which culture for which future?” #ForumBiodiversité Concept and words by Björk & Aleph Music written and composed by Björk Curatorship: Chloé Siganos and Aleph Molinari Associate curator: Delphine Le Gatt Ircam Musical Computing: Robin Meier Wiratunga Sound engineer: Bergur Þórisson Animation: Sam Balfua Video editing: Santiago Molinari With activists: Camille Etienne, Claire Nouvian, Sigrun Perla Gísladóttir, Sæunn Júlía Sigurjónsdóttir, Titouan Pilliard, of BLOOM, Sustainable Ocean Alliance, and Ungir umhverfissinnar. In partnership with D&B Audio and Southby Productions. Reccommended resources :show more

Ah the summer collection is complete!🤩 Kensington Palace released... the Birthday video for Prince George, filmed this past Easter during their holiday in Cornwall. When you look at this compilation of all three birthday videos, for all 3 children, what we get is a vision of very energetic and adventurous children, who are comfortable outdoors, exploring their surrounding barefoot and surefooted😍 Indeed it is the steady confidence and familiarity in their barefoot steps, and their movements that prove that this is not a choreographed performance for the cameras. These children are raised to "love and enjoy Nature" and they are eager to do so, just like their parents do. Beyond "having fun", this wild exploration as a child is a very important part of childhood as it shapes the child to learn resilience and confidence in Life. I grew up roaming the neighborhood on my bike with my friends, we ran barefoot on beaches, climbed trees or at least tried to and got hurt...🤭 We explored, we laughed, we got hurt and we got bruises. But ultimately, all these experiences are very fond memories I look back upon with a smile; they taught me the very meaning of life: that the greatest success in Life is to enjoye it. A good life is not a life lived sheltered nor one lived in fear of getting hurt. A good life is one where we are encouraged to explore, to try new things and push boundaries. We will fall, we will get hurt and we will get bruises as Pain is part of Life. But ultimately, Time heals, we get back up and we continue exploring, learning, discovering🔥 This is exactly what Catherine and William are teaching their children by giving them a childhood filled with new adventures, under their parents watchful gaze: that Living life is exploring it; That Living comes with bruises and that is ok because, we learn through the bruises that life gives us along the way; each scar we bear whether physical or emotional, has its own story, its own meaningful life lesson❤️‍🩹 In time, We heal and our tears turn to smiles and even to laughter; we learn from those setbacks and painful experiences and we grow in confidence and resilience👌🏽☕️ 📹 Kensington Royalshow more

Building a personal knowledge base for my agents is... increasingly where I spend my time these days. Like Andrej Karpathy, I also use Obsidian for my MD vaults. What's different in my approach is that I curate research papers on a daily basis and have actually tuned a Skill for months to find high-signal, relevant papers. I was reviewing and curating papers manually for some time, but now it's all automated as it has gotten so good at capturing what I consider the best of the best. There are so many papers these days, so this is a big deal. You all get to benefit from that with the papers I feature in my timeline and on DAIR.AI. The papers are indexed using tobi lutke qmd cli tool (all of it in markdown files along with useful metadata). So good for semantic search and surfacing insights, unlike anything out there. I am a visual person, so I then started to experiment with how to leverage this personal knowledge base of research papers inside my new interactive artifact generator (mcp tools inside my agent orchestrator system). The result is what you see in the clip. 100s of papers with all sorts of insights visualized. I keep track of research papers daily, so believe me when I tell you that this system is absolutely insane at surfacing insights. This is the result of months of tinkering on how to index research and leverage agent automations for wikification and robust documentation. But this is just the beginning. The visual artifact (which is interactive too) can be changed dynamically as I please. I can prompt my agent to throw any data at it. I can add different views to the data. Different interactions. I feel like this is the most personalized research system I have ever built and used, and it's not even close. The knowledge that the agents are able to surface from this basic setup is already extremely useful as I experiment with new agentic engineering concepts. I feel like this knowledge layer and the higher-level ones I am working on will allow me to maximize other automation tools like autoresearch. The research is only as good as the research questions. And the research questions are only as good as the insights the agents have access to. Where I am spending time now is on how to make this more actionable. I am obsessed about the search problem here. The automations, autoresearch, ralph research loop (I built one months ago) are easier to build but are only as good as what you feed them. Work in progress. More updates soon. Back to building.show more

🚨🇨🇳 Chinese scientists identify previously unknown cause of Alzheimer's... disease A substance formed when particles break down — called 6PPD-quinone — may trigger inflammation and oxidative stress, both hallmarks of dementia, the new study suggests 🔸 The chemical is created when microscopic tire rubber reacts with ozone in the air, washing into water, soil, and even our bodies — it has been found in human blood 🔸 The compound can cross the blood-brain barrier — a filter that normally keeps harmful substances out of the brain 🔸 Scientists used databases to map over 100 potential ways this substance could interact with human biology 🔸They found 92 overlaps — including 23 key genes acting as communication hubs. These genes are most active in brain regions critical for memory and movement, such as the cortex and basal ganglia, which are especially vulnerable to Alzheimer's If experimental validation follows, this discovery could significantly improve the effectiveness of Alzheimer's future therapies.show more

I’m starting a company. An internet-scale dataset is created... every day that can be used to cure diseases. ㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤ Yet decisions for developing new drugs use a tiny fraction of it. ㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤㅤ After years of building and investing in therapeutics companies, I'm convinced that this is about to change. ​ · ​ There are two kinds of knowledge. Facts, and connections. We have an abundance of known facts about biology, but we have barely begun to make all the connections. ㅤ Our company is connecting the world's pharmaceutical data, drawing a coherent understanding from an archipelago of information. ​ Thousands of decisions behind breakthrough drugs—from experimental design to new product planning—can be augmented by this scientific intelligence. ​ · ​ We are partnering with drug developers who’ve dedicated their careers to their craft. ​ We know that engineering tools for those at the pinnacle of human expertise is not going to be easy. ​ But it will change how life-saving discoveries are brought to patients. ​ If this sounds like fun, reach out. We're recruiting founding engineers.show more

over the weekend, i built an app that i... sincerely hope you will never have a need for, but if you do happen to need a friendly, free, private mri viewer designed to make it easy for you to track tumor progression, you can try it here: here's the story: as some of you may know, last last september, my six year old daughter mira was diagnosed with an extremely rare brain tumor called an adamatinomatous craniopharyngioma, and since then our family has been doing everything we can possibly do to find a cure for her. we tortured chatgpt deep research, put together our own private research team, raised $1.4M and donated it all to Hankinson-Mitra Lab research thanks to $MIRA, explored every remotely applicable drug whether on the market or not, and even began working with md anderson to develop a personalized vaccine that we hope can lead to a more permanent cure unfortunately, we received the devastating news last march that the tumor has continued to grow since her initial surgery, and we had to start to consider more drastic options which would have seriously impacted mira’s quality of life. thankfully, with the help of dr. sabine mueller UCSF Benioff SF and the Hankinson-Mitra Lab at the university of colorado, in april, we started her on an alternative but extremely experimental treatment for this disease. to our unimaginable relief, her tumor has responded extraordinarily well to this treatment which combines tocilizumab (an arthritis drug that blocks IL6 receptors) with avastin (a colon cancer drug that inhibhits VEGF proteins). we know this, because mira gets an MRI scan of her brain every few months. and every time we get a new scan, the first thing we do is compare it against her last scan. so we have to find the matching weight of the scan, and then find the same plane, and then carefully find the slices of the scan where the tumor is visible, and then find the closest match to last month’s scan, then adjust the zoom, rotation, and brightness / contrast so they all look the same. we got pretty good at this. but it shouldn't be this hard. so i built last weekend using gemini 3 with some gpt 5.2 xhigh. you just import your DICOM MRI files (either zip, files or a folder), and you can align all of your scans across multiple dates instantly, just click and drag a rectangle around the tumor on any image, and it will use some very clever algorithms to automatically align up and find the closest matching slice from all your other scans, match the brightness / contrast, rotation, pan, zoom, and even shear to make sure the registration is as close as possible, and make it as easy to possible to compare tumor progression. it has a grid view so you can see all your scans for the same location all at once, and an overlay view so you can quickly compare two scans visually (by holding down the space bar to toggle quickly between two scans), along with tools to animate your scans both within the same sequence as well as over multiple scans to show progression. there is no server, it runs entirely locally on your browser - nothing ever gets uploaded and it's all open source: if you've found this useful, please consider a donation to the UCSF Benioff SF hospital foundation, who has given us extraordinary care over the past year or so:show more