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I worked at Hugging Face from 2022-2025 🤗 I started as a research intern, helping to build a project called Simulate with Thomas Wolf Nathan Lambert I loved it. No meetings, no bureaucracy, extremely passionate, talented people who are genuinely excited about what they're building. So I joined full...

20,105 次观看 • 23 天前 •via X (Twitter)

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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.

elvis

467,307 次观看 • 5 个月前

There's something about design that truly makes me happy. Before I was diagnosed with a complete SCI, I loved building thing with my hands and trying to make them unique and beautiful. The accident didn't just take my mobility, it robbed me of my creative drive. I didn't I would ever get that back that was up until Neuralink came into the picture. I was very serious about applying but just couldn't bring myself to do it. Then Noland Arbaugh comes into the picture and I see his video and I saw how passionate he was toward the whole ide and that was like a switch. I want to thank Noland because if I hadn't seen that video I wouldn't be typing this message with my thoughts. So the day I gained control of the device I had the guys install Autodesk Fusion and the first night I had my first part designed by BCI. I have been designing things non-stop since. Now lets talk tools and the first one is the ArcDroid it is a CNC robot that holds a plasma torch and can cut profiles in sheet metal. I have made numerous signs, letters and parts with this and i love it. I have also had the chance to help the local high school install and setup their CNC plasma table. I love being able to share my knowledge with others and show new technology to kids that want to learn. The next one everybody is more familiar with is the Bambu Lab X1C. It is my first 3D printer and I had no idea how dang handy these things were! I can go from thought, Neuralink, Fusion, X1C and poof! You have your part all in a matter of like a hour. I make everything from parts for my wheelchair or RC ✈ to toys for my nephew. These devices have completely changed my life. I now have my creative outlet back and I'm not done looking for new things to try. I'm thinking a laser next!!!😎 Thank you Elon Musk for the opportunity to showcase my skills, I'm extremely grateful🙏

Alex Conley

43,158 次观看 • 10 个月前

3 years ago, during this exact time, i quit my job. i worked for a company that had the worst environment possible. it was a place that truly did not value people i was exploited… making way below minum wage, they paid me $500 a week, 9 hour days, no lunch break, no lunch with coworkers, working weekends with no overtime pay… i remember they would send me on work trips, and i had to pay for everything. i would get 1 day of vacation per month worked, with MAX 3 sick days a year… on top of that, they would constantly criticize my physic, bully me, ask me why i even applied for the job if i couldnt properly "write", that how was it possible that i considered myself a "spanish speaking person" if i write it without mistakes... i would go as far to say i was abused mentally. they were extremely old school, i dont want to sound like a cry baby, but i was geniunely exploited. emotionally. but why did i stay? i was young. i thought i needed to learn life the hard way. i wanted to be “successful”, i thought suffering was part of becoming somebody… its not. some people are just plain mean, rude and bitter. And no job, no "opportunity," no paycheck is worth your health, your mental sanity, your time. well, why am i venting now? because that place closed its doors this week. the same week i left 3 yearws ago. the timing is ironic, but honestly? it’s immaculate. that place was a representation of the system that was put in place to keep us depressed, stressed, tired… anxious.. that place did teach me to stand up for myself, i wish younger me had learned that in a different environment, but it is what it is. glad that hell hole is closed. so to anyone staying somewhere that's breaking you, you don't have to earn your worth by suffering. just LEAVE. Trust yourself. Build something better. I did. And I'd do it again. enjoy a random day of what the environment was like. and the video of me cleaning out things and leaving it behind. a picture of one of my colleagues who got hives from how anxious she got one day from the way they spoke to her.

isa⚡️

22,810 次观看 • 5 个月前

I remember, in early 2019 when the market was very bad, the coins on the exchange barely brought any profit, I had to look for early coins on Biance DEX (I remember I was given 200 BNB on Testnet for research and development, if CZ 🔶 BNB could make it have real value it would be great 🥰). I really wanted to create my own coin but at that time creating a coin required programming and complicated steps, I didn't know about programming, so I couldn't create my own coin. In 2021, after witnessing the boom with BabyDoge and many projects launched on BNB Chain, I really wanted to create my own meme project. At that time, creating coins was easier and there were many memes launched with all kinds of animals. At that time, I decided to do my own project called PONY INU. Our team had planned to get ready and do airdrop campaigns but unfortunately our team disbanded and my family was also having problems, so I used all the money I saved to help my family overcome difficulties, my dream of doing a meme project had to be postponed, but I always wanted to do it in my heart. After many years of struggling with a difficult life, I was always interested in crypto. Every day I worked hard in the office, at night I spent some time to follow the crypto market, spend frugally and invest the money I saved in crypto. Witnessing the explosion of many memes such as: $DOGE, $BabyDoge, $FLOKI, $SHIB, $PEPE, $BONK,... and the development of blockchain technology, I always nurtured the will and determination to do a meme project for myself. Now that my life and work are better, I decided to start pursuing my dream again.

PONY INU

225,403 次观看 • 1 年前

I’ve never shared the full inside baseball on the inside fastball that broke my jaw April 5, 2008 at Ole Miss, we were facing projected 1st rounder and future Big Leaguer, Lance Lynn Before it became widespread, Lance had success pitching towards the top of the zone with a fastball that appeared to rise He got me out my first at bat on a high fastball that I should have laid off So my 2nd at bat I told myself to see the ball down in the zone My eyes jumped from his release point to the area I was trying to see the ball down to. I never ended up seeing the pitch until .01 before it hit me If you’ve ever gotten hit in the face, you don’t know what happened at first. So it took me about half a second to realize what happened When I did, I fully expected to spit teeth out and when I leaned over to spit and saw that only blood came out, I assumed I was fine Then I heard the Ole Miss head coach yell “it hit his bat,” because the cracking of my jaw sounded like a foul ball off a mental bat I turned around and yelled “shut the fuck up” at their dugout and proceeded on to first base My trainer came up to me and his first words were “oh fuck,” Knowing that was poor bedside manner, and that I was probably very fucked up, I joked “you’re not supposed to say that,” At that point I knew I was coming out of the game but I was so full of adrenaline that it didn’t hurt and wouldn’t begin to hurt for a couple hours Both the pitcher and coach felt so bad after it happened that both came to apologize to me at the end of the inning while I was beside their dugout being tended to by my trainer and their doctor I actually had to walk to the parking lot through the stadium seats and all the fans looked at me in horror as I had a white bloody rag hanging off my face. It was surreal watching their reactions to my blood We drove over to an Oxford medical center that was clearly not the best location for me to be in, so my coach’s wife drive me up to Nashville to get surgery that night We got swept that weekend and I got my jaw wired shut for the first of 6 weeks I stupidly tried to come back and play the following week. My coaches let me as I was medically cleared to hit with a face mask, but the rest of my season I was a different hitter I was hitting .400 at the time of the fracture, 2nd in the SEC, with 2 months left in the season I finished the year hitting .312. Meaning I flipped from one of the best hitters in the conference to one of the worst before and after the incident Despite finishing my Vandy career 7th on their all time hit list, this play is what I hear about the most when I return I’ve been lucky that I haven’t had much issues with my jaw thus far post incident, although I did find out that 2 of the nerves of the impacted teeth are dead, and I will likely need to get one of those teeth extracted at some point When they showed me the X Ray it was a clear break. A scary image that could have been WAY worse if it were 3 inches higher, as I likely would not be able to see out of my left eye (and wouldn’t be as handsome as I am) Anyway, to have interesting ideas you must have interesting experiences and this was certainly one

Alex Feinberg

473,019 次观看 • 28 天前