ๆญฃๅœจๅŠ ่ฝฝ่ง†้ข‘...

่ง†้ข‘ๅŠ ่ฝฝๅคฑ่ดฅ

๐—ญ๐—”๐—ฌ๐—ก๐—˜ ๐—š๐—ข๐—— ๐—ข๐—™ ๐—”๐—ก๐—ก๐—›๐—œ๐—Ÿ๐—”๐—ง๐—œ๐—ข๐—ก (๐—š๐—ผ๐—”) ๐—–๐—ฅ๐—ข๐—ช๐—— ๐—–๐—ข๐—ก๐—ง๐—ฅ๐—ข๐—Ÿ ๐—”๐—ง ๐—ฅ๐Ÿฌ repost with mob run to show CC at GoA R0. he has it, the kit also mentioned it, idk why ppl want to deny this. difference is that at R0 u can have CC from resonance skill only. just like...

40,404 ๆฌก่ง‚็œ‹ โ€ข 11 ไธชๆœˆๅ‰ โ€ขvia X (Twitter)

0 ๆก่ฏ„่ฎบ

ๆš‚ๆ— ่ฏ„่ฎบ

ๅŽŸๅง‹ๅธ–ๅญ็š„่ฏ„่ฎบๅฐ†ๆ˜พ็คบๅœจ่ฟ™้‡Œ

็›ธๅ…ณ่ง†้ข‘

This will be a long read, but I truly hope it inspires someone. I only wish I had kept more memories honestlyโ€ฆ Today marks one year since I moved into my own home after squatting with a family friend for two years. That period remains one of the greatest favors I have ever received in my life. They didnโ€™t take me in as a stranger they welcomed me as a daughter, treated me as one, and even now, here in Abuja, they are my family. Today, I live in a solid two-bedroom flat in Abuja, fully furnished to my taste. Iโ€™m living a life I once only prayed for, eating well, living well all courtesy of design and Web3. This same skill once earned me โ‚ฆ2,000โ€ฆ โ‚ฆ5,000. I can never forget messaging almost every contact on my WhatsApp, begging them to let me design for free. I went from business to business around my school area, offering free designs. I even designed my school handbook for free just to put myself out there. With this same skill, I met people I once admired from afar. I was willing to design for free just to earn a tag, a shout-out, and the visibility I desperately needed. There were times I slept in school just to use the school Wi-Fi to watch YouTube tutorials, especially from Mez Graphics. Sleeping in school became a lifestyle and it came at a cost. My health suffered deeply. I went through serious health crises because I couldnโ€™t afford medication. Home was tough. Really tough. While others slept like humans, for four years in school I averaged two hours of sleep daily, juggling academics and survival. My health paid the price. I developed growths in both eyes that now require surgery, and my eyesight deteriorated so badly that I canโ€™t function without my glasses. Yet today, this same skill has elevated my family. From living in a single room with five kids in a rented apartment, to my mum bring a landlord. A woman who used to fall sick frequently now lives healthier, eats whatever she wants, and glows differently. Poverty truly stinks but grace changed our story. The store she owns today? Courtesy of this skill and Web3. Every property I own my store, my home, everything came through design and Web3. This same skill funds my lifestyle. This same skill, backed by God, has elevated me beyond words. I could go on and onโ€ฆ This is me telling someone inspiring someone not to give up on that skill you have, no matter what it is, especially as a creative. I slept on YouTube for years because I couldnโ€™t afford to pay for a single course. I used that knowledge to design for free sometimes for one, two, even three years just to build visibility. Today, I invest as much as โ‚ฆ2 million yearly into learning., i invest heavily ngl If all you can afford right now is YouTube, be diligent with it. Mez Graphics and Caesar played huge roles in my journey, and I truly hope they see this. I am 100% grateful to them. In a nutshell: donโ€™t give up on your skill. Keep refining it. Keep studying. Keep aspiring to be part of the top 1%. See you at the top If you read this far, thank you so much for reading ๐Ÿซ‚

OLOBA THE ARTIST๐Ÿ‚๐Ÿ€„๏ธ

26,735 ๆฌก่ง‚็œ‹ โ€ข 6 ไธชๆœˆๅ‰

I know this post is a little late but I was blessed enough to spend ur whole birthday with U and weโ€™re still celebrating ๐Ÿพ๐Ÿฅ‚๐Ÿ’ƒ๐Ÿ•บ Our bond is so perfectly matched in the most organic way. I kno it was God that brought us 2gether. If ppl only knew how big of a role u play in my life and in my career. If they only knew ur a big part of the reason the beehive is getting new music right now. U are my motivation and that voice that is always cheering me on. Ur so intelligent and such a boss. If they only knew the things we figure out 2gether, how we can talk with our eyes and be on the same page. How we are each others rock, the late night talks, the gut wrenching laughs we share, the arguments, the debates. U get on my nerves sometimes ๐Ÿ™„ ๐Ÿ˜ฉ but it also brings me great pleasure to annoy u cause Iโ€™m annoying ๐Ÿ‘‹ Hi Even after I annoy u, u always give me the biggest smile. Which if anyone knows u, they know that u barely do and thatโ€™s why it makes me so happy to annoy u ๐Ÿ˜น ๐Ÿ˜ป Itโ€™s so weird how we became so close because it happened out of nowhere but Iโ€™m really proud of what weโ€™re building and most of all the unconditional love we have for each other. Ur a sweet gangsta and I love it! I always want the best for u and I wanna see u go all the way to the top where u belong. U deserve it. My twinn, my bestfrennn. So proud to call u my artist. I Love u 4 Ever @realtayybrown ๐Ÿซถโค๏ธโค๏ธโค๏ธ HBD month!

Lil' Kim

1,073,117 ๆฌก่ง‚็œ‹ โ€ข 2 ๅนดๅ‰

LLM Artifacts Connected to Andrej Karpathy's LLM Knowledge base idea, I've been building out a fun way to generate dynamic artifacts from these knowledge bases with the goal of discovering and revealing meaningful and deeper insights. LLM KBs are hard to consume for humans, as I think they are more built for agents. So the question is, what form would be useful for humans to take actions and make important decisions? That's what I am trying to figure out with these artifacts. The artifact example shows a pulse on HN discussions around AI-related stories. The insights can go deeper, of course, but this is already super fun and thought-provoking, like some of my favorite podcasts. The format and depth matter a lot. The aggregation skills of agents are outstanding if you tune the prompts and skill carefully. I built this artifact generator in a few minutes through an agent skill, but I feel like there are so many ways that LLM-generated information can be used and consumed. Like generating deeper insights and analysis, and things that are just not feasible for humans today. The generated artifact (including its data and design) serves as reusable templates or can be updated in real-time via auomations, which is something I am also working on. It is truly an insane way to monitor and track information. Better than a newsletter. Better than newspapers. There is something about this that gets me really excited about the future of AI agents for knowledge generation and discovery. Lots of hidden gems everywhere just waiting to be discovered and acted on if the information is presented correctly. This is not perfect. The format, style/prose can be improved, but this is easy to customize via skill. You can personalize it to your liking. I feel like these dynamic artifacts are going to emerge as a strong new medium to stay on the cutting edge of things, both for agents and humans. My target is research, of course. This was just a basic example. Besides animation, I am also targeting other components like voice, videos, images, slides, etc. This space is full of opportunities to explore. Skill for this coming soon.

elvis

31,295 ๆฌก่ง‚็œ‹ โ€ข 4 ไธชๆœˆๅ‰

Before I even say this just know GOD IS THE GREATEST ๐Ÿคฒ๐Ÿฝ For YEAAAAAARS I mean NOBODY w/ 2 feet has spent the amount of $ I have supporting and pushing a brand Iโ€™ve loved since I could remember, I sat front row at EVERY BIG SHOW literally, all the good times it brought to my life to the point when I started making music i incorporated in everything like WU TANG did karate, I made ppl who hated the product watch it again I made it look kool, when at the time ppl thought it was nerdy, Iโ€™ve watched that same company sit countless of ppl next to me whoโ€™s not even fans fr and act like I didnโ€™t exist, I was threatened to take everything out of my music which I only did to pay homage or my whole catalog would be demolished and everybody knows how hard I worked coming from Buffalo for me to get that threat for just supporting and being a real fan hurted me but I stayed quiet and still like a krazy man sat front row bc I loved the culture, I even just went viral for spending 50k on suites.. on my soul Iโ€™ve only been respectful, I tried having conversations with 1 individual bc heโ€™s causing all of these unnecessary cases and tbh he hates seeing a young black successful entrepreneur that could afford those seats and have to watch those chains dance across that screen to the point Monday night raw starts at 8pm I was kicked out by 803 after spending 5k for a seat plus travel, hotel etcโ€ฆ. in my own city for absolutely NOTHING!!!! No lie the kid in me heart broke that dayโ€ฆ I put the billboard up that MILLION DOLLAR MAN billboard up which he loves and I wanted to push him in the culture bc he deserves it and to shOW VIRGIL love for the culture I get a letter saying โ€ฆโ€ฆโ€ฆ: so I said u know what Iโ€™m a show love only to the ppl that show love to me from now onโ€ฆ so u donโ€™t have to worry about me pushing that product over there again, and itโ€™s sad bc i still love them but I have my own company 4THROPE and yea weโ€™re the underdogs but we love this shit, itโ€™s not about money, weโ€™re gonna keep pushing culture and Iโ€™m honored to have @joshbishop187 on the trilogy cover bc he deserves it for believing in me from day one as my first official wrestlerโ€ฆ ๐Ÿค˜๐Ÿฝ๐Ÿฆ‚โค๏ธ๐ŸŒน #HEELSHAVEEYES #SUPPORTART

WESTSIDEGUNN

3,614,294 ๆฌก่ง‚็œ‹ โ€ข 9 ไธชๆœˆๅ‰

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

466,109 ๆฌก่ง‚็œ‹ โ€ข 4 ไธชๆœˆๅ‰

I feel like there is some kind of stagnation in my soul. I don't feel hopeless or tired, but suddenly everything became less interesting. I have to do something to wake up my soul so I can go back to how I was. I am the one who insisted on living, even if life was only room for my feet. I wonder what happened to me. I have become just a mass of flesh without a soul. I lost my passion and love for life.. My dear friends and loved ones .. This is your friend Mo from Gaza and this is an update The military operation is still continuing in northern Gaza... and there are more evacuation orders for the north and more displacement. I heard from one of the merchants that he has some cat food in Jabalia... but the area is dangerous there... Approximately he has 15 to 20 boxes Each box contains 24 cans Despite that, I said let's try to go, but we have to be careful... I went with my cousin Animal world We went to the furthest place we could reach. The picture below shows us at the Qurm Junction, and anyone who is in Gaza knows that it is the entrance to Jabalia... Unfortunately, we did not dare to approach any closer than that... We heard the sounds of explosions and saw plumes of smoke and the sounds of gunfire. Drones were flying densely over our heads. So we backed down and decided to go again today.. but the weather is very, very rainy today.. We will go again on Wednesday.. I wish we had access to cat food. It is more beneficial for them.. My friends and loved ones.. There is still the possibility of donating to buy the largest possible amount of food for them Or on the PayPal link It appears that the talks have reached a dead end. In this case, I should buy as much as possible. Today we can buy.. Who knows? Perhaps we will not be able to go and search in a few days... as I am doing now... I am grateful to someone who stood by my side during these difficult times. Your loving friend Mo

help cats

15,121 ๆฌก่ง‚็œ‹ โ€ข 1 ๅนดๅ‰

Five years ago, I became a mommy. A lot of you know me as Logo Queen, but not many of you know me as a mom. Sometime in 2021, I gave birth to my handsome, adorable son. He is the reason I am who I am today. Heโ€™s the reason I became Logo Queen. Heโ€™s the reason I put so much effort into my craft and kept pushing even when life felt impossible. When I was pregnant with him, I lost all my savings. I was literally left with nothing. And I knew I didnโ€™t want to bring a child into the world where he wouldnโ€™t be proud of his mom. After giving birth in 2021, I went through postpartum depression and many difficult moments. But in that process, I decided to pick up a tech skill. I tried learning coding and design, and design was the one that truly clicked for me. So I focused on it around Januaryโ€“February 2022. My son is my everything. Heโ€™s the reason I pushed on nights when I had every excuse not to. Heโ€™s the reason I stayed consistent, the reason I fought to change my life, and the reason I decided to build something meaningful for myself. My story is proof that you can write your own story. Yes, motherhood can be heavy. It comes with so many responsibilities. But it can also be the stepping stone to greatness. It doesnโ€™t have to be the obstacle standing between you and your dreams. So today, Iโ€™m celebrating myself. Happy Motherโ€™s Day to me. ๐Ÿค

TINA BROWN | LOGO QUEEN

27,261 ๆฌก่ง‚็œ‹ โ€ข 5 ไธชๆœˆๅ‰

Making OpenCode as lean as Pi agent? Just trimmed 25k out of OpenCode's system prompt (from 30k to 4-5k tokens) How? Just disable skills and get rid of massive skill definition bloat. Who needs skills anyway? Just kidding, this is the not the way. It makes the agent lame and defeats the point of using one. But it sets a precedent: Find a way to use skills without their definitions pre-loaded into the system prompt every single turn. Another interesting stuff: Upon testing this temporary "no skill setup" with two of hottest OpenCode Zen free models, Mimo V2.5 vs DeepSeek V4 Flash: One thinks more and talks less One thinks less and talks more Check the video to see which is which If you made it here, I'm finding a way to leanest OpenCode setup that I can get I simply don't believe that OpenCode can't be as lean as Pi Upon tinkering, I made a plugin that temporarily extracts the system prompt while I test, and noticed the hundreds of definitions in it from my .agents/skills directory which is shared across all my coding agents (Cursor, Antigravity, Claude, etc.) Of course disabling skills is not the answer, but it just proved that there is a way to strip the system prompt of these massive skill defs Aside from the system prompt hierarchy that injects confusion imo if you have a conflicting and redundant AGENTS.md which I discovered upon digging into OpenCode's source code Apparently it has prompt.ts/system.ts/instruction.ts/llm.ts and loads base .txt prompts based on model family (claude/gpt-o/gpt-5/codex/gemini/others) that all work together to make OpenCode aware of who it was and how it should use tools and become a "coding agent" Gotta find the most minimal mix that fits right into my workflow Make OpenCode as lean as Pi? We'll see. All in

raymel ๐Ÿ‘‹

37,939 ๆฌก่ง‚็œ‹ โ€ข 3 ไธชๆœˆๅ‰

I regret to inform my iRacing friends that I have been suspended from the iRacing service as well as the upcoming Coke Series race at Iowa for โ€œintentionally causing a cautionโ€ during the eNASCAR race at Kansas. This is of course pending an ongoing appeal process that JRM and I are going through while this is still playing out. Iโ€™m simply stunned at this ruling and I want to be perfectly clearโ€ฆ I did not, nor would I ever, intentionally spin to bring out a caution. I have far too much respect for the folks I represent and the people I race with to do so. The attached replay clearly shows me trying to gain control of the car after receiving suspension damage from an impact with the wall, and unfortunately I failed to do so. A mistake on my part no doubt, but nothing close to substantiating the claim that I had intent to manipulate the race. My replay is up here and my twitch vod is available for anyone who wants to view it showing my perspective of the incidentโ€ฆ I have absolutely nothing to hide. None of those things (my replay, telemetry, or stream view) were utilized by the decision makers before coming to their conclusion. It is my hope that with this information provided in the appeal process, that it will clear my name of any wrongdoing. Regardless of their eventual decision, my conscience is clear on the matter and I take solace in knowing that I did nothing in line with what they have accused me of. Iโ€™m grateful to JRM for their continued support and the work theyโ€™re doing in attempting to get this ruling overturned. I apologize to them that they had to waste time dealing with this nonsense. I hate that I may not be behind the wheel for them in the #8 at Iowa because it truly is an awesome privilege being in this series, but I look forward to racing whenever that return might be. I reckon Iโ€™ll be back on iRacing when my suspension is up or this appeal is rightfully reversed. Hopefully by then Iโ€™ll have learned my lesson and be better at saving wrecked cars with unrepairable suspension damage. Maybe with the new build itโ€™ll be easier, who knows. I guess weโ€™ll see! โœŒ๏ธ

Blake McCandless

487,696 ๆฌก่ง‚็œ‹ โ€ข 1 ๅนดๅ‰

If there is a BJP-DMK alliance, I will support, campaign and vote for Chief Minister Joseph Vijayโ€™s party! I have been saying that BJP Tamilnadu is the only force that can challenge CM Vijay ideologically, for which the party has to start working hard and look for long-term dividends. But if the party acts as an extension, or even as part and parcel, of the Dravidian ecosystem by trying to piggyback on one of the Dravidian parties, what is the use of backing such a spent force that doesnโ€™t have any vision or desire to bring about change? Let me make it clear that anti-DMK sentiments run through my blood, and if BJP, a party that I sympathize with, tries to have an alliance with DMK, then I will be compelled to disown BJP too. There can be some compromises in Parliament while passing bills such as the National Investigation Agency (Amendment) Act, 2019, where the DMK supported the Bill. But an electoral alliance between BJP & DMK will not sit well with a hardcore nationalist like myself. Why should I vote for the DMK and help in its empowerment? Iโ€™d rather support CM Vijay and his party and send MPs from Tamil Nadu to Parliament who I believe will work in the best interests of the state. I can afford to take this stand because, as a sympathizer of Narendra Modi, I am confident that he can still secure a simple majority, without depending on Tamil Nadu, as he demonstrated in 2014 and 2019. 2024 was an aberration because of several factors. To conclude, in 2029, I will still remain a sympathizer of PM Modi, but if there is a BJP-DMK alliance, I will support, campaign and vote for CM Vijayโ€™s TVK Party HQ

Praveen

113,037 ๆฌก่ง‚็œ‹ โ€ข 18 ๅคฉๅ‰

Hello Midnight๐Ÿ…“๐Ÿ…ก๐Ÿ…”๐Ÿ…๐Ÿ…œ๐Ÿ…”๐Ÿ…ก let me quickly share from my perspective as well~ 1. During Food Support, there are so many boxes coming. Not only come for JoongDunk or staff, but from all cast fanbases as well. So itโ€™s really important to differentiate each box clearly to avoid confusion. There are a lot of time, Artist/Staff donโ€™t have decent time to eat so they need to grab the food fast so itโ€™s actually whatโ€™s advised- minimizing human error. (You can see other Artist are also putting their stickers individually). I know it maybe everyoneโ€™s first time in sending food support, itโ€™s shocking and hectic at the same time. So i understand the frustration as you only want to rely support for both. So what i can advise you, you can add on SHARE BOX. There you can send message for Staff or even Dunk (if you send from JOT, sorry it was written in Thai for staff Summer Night at that time) 2. Each of fanbase is given the rights to send food support and to avoid unnecessary food waste, itโ€™s not advised to send for both from one fanbase all the time. There are many times, since Joong and Dunk appreciate fans food support but cant finish them and they have to bring it home (Joongโ€™s mom sometimes share about this or sometimes i saw managers bring their food support box to their cars). But not all the time, they can bring it home, right? Especially if the shooting take the whole day. Other than our food supporty, there are also food provide from other fanbase and also mandatory provided from the company. So always try to discuss with official~ If somehow you are looking for sending both JoongDunk, i advised sending Food Truck instead (if possible, though the cue is as rare as gem). Usually Food Truck is advised to send as CP Project (thatโ€™s at least from what i experience from THK) >> Since we have so many cast during DYTD, letโ€™s wait for official consideration. Feel free to join whenever your heart is happy~ 3. I hope this doesnโ€™t discourage you in doing anything for JoongDunk. Your concern is matter and thank you for advising it. There are still many things you can do to support them, feel free to ask me if you need some advise โค๏ธ

๐‘€๐’ถ๐“‡โฃ๏ธ#DareYouToDeath

18,951 ๆฌก่ง‚็œ‹ โ€ข 8 ไธชๆœˆๅ‰