[{"data":1,"prerenderedAt":198},["ShallowReactive",2],{"DlFXI4Eibt_Bn9lrEZz1TYbHCWFZj3IvqwHQSEW-Exc":3,"VcPgYRxH4z-DN5L4-DB-tGWJ4uG6VNVDEh2E2iixsoo":194},{"code":4,"msg":5,"data":6},0,"",{"category":7,"tag":11,"hot":39,"new":78,"banner":118,"data":143,"cache":193},[8,9,10],"Agent","OpenAI","LLM",[12,14,17,20,23,25,27,30,33,36],{"title":8,"total":13},39,{"title":15,"total":16},"Google",44,{"title":18,"total":19},"Nvidia",13,{"title":21,"total":22},"Claude",11,{"title":9,"total":24},35,{"title":10,"total":26},85,{"title":28,"total":29},"DeepSeek",9,{"title":31,"total":32},"OCR",1,{"title":34,"total":35},"Chat",7,{"title":37,"total":38},"Generator",116,[40,48,55,64,71],{"id":41,"publish_date":42,"is_original":4,"collection":5,"cover_url":43,"cover_url_1_1":44,"title":45,"summary":46,"author":47},557,"2022-04-29","article_res/cover/7a9b1375ed9bb298154981bae42b794d.jpeg","article_res/cover/afa281dd52bc0454e6735daa8e6b0706.jpeg","Translation and summary of Messari Report [2.8 Kristin Smith, Blockchain Association and Katie Haun, a16z]","We need unity and speed right now.","Translation",{"id":49,"publish_date":50,"is_original":4,"collection":5,"cover_url":51,"cover_url_1_1":52,"title":53,"summary":54,"author":47},531,"2022-05-25","article_res/cover/e8362057f8fa189594c60afdfaaeb6e5.jpeg","article_res/cover/8ea08d0d6fa7eee6b57ed4ec61b61ad6.jpeg","Decentralized Society: Finding Web3’s Soul / Decentralized Society: Finding the Soul of Web3 -7","Decentralization through Pluralism When analyzing ecosystems, it's desirable to measure how decentralized it is.",{"id":56,"publish_date":57,"is_original":32,"collection":58,"cover_url":59,"cover_url_1_1":60,"title":61,"summary":62,"author":63},127,"2024-11-14","#Google #AI Game #World Model #AI Story","article_res/cover/0233a875b7ec2debf59779e311547569.jpeg","article_res/cover/6ffddb6ae4914b3c699493311aa9f198.jpeg","Google Launches \"Unbounded\": A Generative Infinite Character Life Simulation Game","Unbounded: A Generative Infinite Game of Character Life Simulation","Renee's Entrepreneurial Journey",{"id":13,"publish_date":65,"is_original":32,"collection":66,"cover_url":67,"cover_url_1_1":68,"title":69,"summary":70,"author":63},"2025-02-14","#Deep Dive into LLMs #Andrej Karpathy #LLM #Tool Use #Hallucination","article_res/cover/11e858ad6b74dfa80f923d549b62855c.jpeg","article_res/cover/615e1b320f1fc163edc1d2d154a6de33.jpeg","Andrej Karpathy's in-depth explanation of LLM (Part 4): Hallucinations","hallucinations, tool use, knowledge/working memory",{"id":72,"publish_date":73,"is_original":4,"collection":5,"cover_url":74,"cover_url_1_1":75,"title":76,"summary":77,"author":47},579,"2022-04-07","article_res/cover/39387376ba28447af1eb40576b9df215.jpeg","article_res/cover/02727ede8551ed49901d0abe6d6305b7.jpeg","Messari Report Translation and Summary 【1-7 Surviving the Winter】","I’d be more cautious here: 10 year and 10 hour thinking only.",[79,87,95,103,111],{"id":80,"publish_date":81,"is_original":32,"collection":82,"cover_url":83,"cover_url_1_1":84,"title":85,"summary":86,"author":63},627,"2025-03-20","#AI Avatar #AI Video Generation","article_res/cover/d95481358f73924989f8c4ee9c75d1c8.jpeg","article_res/cover/b74bc0fab01f8b6a6aa87696c0c3ed8b.jpeg","DisPose: Generating Animated Videos by Driving Video with Reference Images","DisPose is a controllable human image animation method that enhances video generation.",{"id":88,"publish_date":89,"is_original":32,"collection":90,"cover_url":91,"cover_url_1_1":92,"title":93,"summary":94,"author":63},626,"2025-03-21","#Deep Dive into LLMs #LLM #RL #Andrej Karpathy #AlphaGo","article_res/cover/446553a5c8f8f2f07d97b20eaee84e56.jpeg","article_res/cover/e6c2823409c9b34624064b9acbaca6f1.jpeg","AlphaGo and the Power of Reinforcement Learning - Andrej Karpathy's Deep Dive on LLMs (Part 9)","Simply learning from humans will never surpass human capabilities.",{"id":96,"publish_date":97,"is_original":32,"collection":98,"cover_url":99,"cover_url_1_1":100,"title":101,"summary":102,"author":63},625,"2025-03-22","#Deep Dive into LLMs #LLM #RL #RLHF #Andrej Karpathy","article_res/cover/8da81d38b1e5cf558a164710fd8a5389.jpeg","article_res/cover/96f028d76c362a99a0dd56389e8f7a9b.jpeg","Reinforcement Learning from Human Feedback (RLHF) - Andrej Karpathy's Deep Dive on LLMs (Part 10)","Fine-Tuning Language Models from Human Preferences",{"id":104,"publish_date":105,"is_original":32,"collection":106,"cover_url":107,"cover_url_1_1":108,"title":109,"summary":110,"author":63},624,"2025-03-23","#Deep Dive into LLMs #LLM #Andrej Karpathy #AI Agent #MMM","article_res/cover/a5e7c3d48bb09109684d6513287c661d.jpeg","article_res/cover/d3f22b7c0ab8d82fd2da457a299e0773.jpeg","The Future of Large Language Models - Andrej Karpathy's In-Depth Explanation of LLM (Part 11)","preview of things to come",{"id":112,"publish_date":105,"is_original":32,"collection":113,"cover_url":114,"cover_url_1_1":115,"title":116,"summary":117,"author":63},623,"#Google #Voe #AI Video Generation","article_res/cover/c44062fea0f336c2b96b3928292392c2.jpeg","article_res/cover/a041041c69092ad3db191c5bf3ff981b.jpeg","Trial of Google's video generation model VOE2","Our state-of-the-art video generation model",[119,127,135],{"id":120,"publish_date":121,"is_original":32,"collection":122,"cover_url":123,"cover_url_1_1":124,"title":125,"summary":126,"author":63},160,"2024-10-04","#Philosophy","article_res/cover/496990c49211e8b7f996b7d39c18168e.jpeg","article_res/cover/14dbaa1ade9cb4316d5829423a900362.jpeg","Time","The fungus of the morning does not know the waxing and waning of the moon, and the cicada does not know the seasons; this is a short life. To the south of the state of Chu there is a dark spirit which regards five hundred years as spring and five hundred years as autumn. In ancient times there was a great tree called the Ming which regarded eight thousand years as spring and eight thousand years as autumn; this is a long life.",{"id":128,"publish_date":129,"is_original":32,"collection":130,"cover_url":131,"cover_url_1_1":132,"title":133,"summary":134,"author":63},98,"2024-12-17","#AI Video Generator #Sora #Pika","article_res/cover/3b86e85d03fff4f356a3e4cf2bb329c9.jpeg","article_res/cover/5fa5c20ad0b40f8f544d257c0ef02938.jpeg","Pika 2.0 video generation officially released: effect comparison with Sora","今天，我们推出了Pika 2.0模型。卓越的文字对齐效果。惊人的视觉表现。还有✨场景成分✨",{"id":136,"publish_date":137,"is_original":32,"collection":138,"cover_url":139,"cover_url_1_1":140,"title":141,"summary":142,"author":63},71,"2025-01-14","#Nvidia #World Foundation Model #Cosmos #Physical AI #Embodied AI","article_res/cover/feddf8c832dfb45d28804291f6a42a9e.jpeg","article_res/cover/d6bc2f1186d96b78228c2283a17a3645.jpeg","NVIDIA's Cosmos World Model","Cosmos World Foundation Model Platform for Physical AI",[144,163,188],{"title":8,"items":145},[146,147,155],{"id":104,"publish_date":105,"is_original":32,"collection":106,"cover_url":107,"cover_url_1_1":108,"title":109,"summary":110,"author":63},{"id":148,"publish_date":149,"is_original":32,"collection":150,"cover_url":151,"cover_url_1_1":152,"title":153,"summary":154,"author":63},622,"2025-03-24","#OWL #AI Agent #MAS #MCP #CUA","article_res/cover/cb50ca7f2bf4d1ed50202d7406e1c19a.jpeg","article_res/cover/4aa7aa3badfacf3cc84121334f1050dd.jpeg","OWL: Multi-agent collaboration","OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation",{"id":156,"publish_date":157,"is_original":32,"collection":158,"cover_url":159,"cover_url_1_1":160,"title":161,"summary":162,"author":63},620,"2025-03-26","#LLM #Google #Gemini #AI Agent","article_res/cover/53751a6dbbe990b1eb0b63f3b062aed4.jpeg","article_res/cover/031344981f0a212ff82d1f3a64aa5756.jpeg","Gemini 2.5 Pro, claimed to be far ahead of the competition, has been released with great fanfare: comprehensively surpassing other LLMs and topping the global rankings","Gemini 2.5: Our most intelligent AI model",{"title":9,"items":164},[165,172,180],{"id":166,"publish_date":157,"is_original":32,"collection":167,"cover_url":168,"cover_url_1_1":169,"title":170,"summary":171,"author":63},619,"#OpenAI #AI Image Generator #4o #MMM #AR Transformer","article_res/cover/2faffc97fcecf3151552cb0fd3206d89.jpeg","article_res/cover/1133cb4948af44cee2e7fbe79efb69e5.jpeg","The native image function of GPT-4o is officially launched","Introducing 4o Image Generation",{"id":173,"publish_date":174,"is_original":4,"collection":175,"cover_url":176,"cover_url_1_1":177,"title":178,"summary":179,"author":63},434,"2023-07-15","#Anthropic #OpenAI #Google #AI Code Generator #Claude","article_res/cover/e1b6f600a2b9f262a4392684e5f2ce25.jpeg","article_res/cover/6e1772e83f78f9a351ab23d3e414adee.jpeg","Latest Updates on Google Bard /Anthropic Claude2 / ChatGPT Code Interpreter","We want our models to use their programming skills to provide more natural interfaces to the basic functions of our computers.  \n - OpenAI",{"id":181,"publish_date":182,"is_original":4,"collection":183,"cover_url":184,"cover_url_1_1":185,"title":186,"summary":187,"author":63},417,"2023-08-24","#OpenAI","article_res/cover/bccf897d50a88b18364e35f7466387e0.jpeg","article_res/cover/2f871085c1073717c1703ae86e18056f.jpeg","The GPT-3.5 Turbo fine-tuning (fine-tuning function) has been released～","Developers can now bring their own data to customize GPT-3.5 Turbo for their use cases.",{"title":10,"items":189},[190,191,192],{"id":88,"publish_date":89,"is_original":32,"collection":90,"cover_url":91,"cover_url_1_1":92,"title":93,"summary":94,"author":63},{"id":96,"publish_date":97,"is_original":32,"collection":98,"cover_url":99,"cover_url_1_1":100,"title":101,"summary":102,"author":63},{"id":104,"publish_date":105,"is_original":32,"collection":106,"cover_url":107,"cover_url_1_1":108,"title":109,"summary":110,"author":63},true,{"code":4,"msg":5,"data":195},{"id":72,"publish_date":73,"is_original":4,"collection":5,"articles_id":196,"cover_url":74,"cover_url_1_1":75,"title":76,"summary":77,"author":47,"content":197},"WH44x6zx2T61Ucys8Cp7Xw","\u003Cdiv class=\"rich_media_content js_underline_content\n                       \" id=\"js_content\">\u003Cp>\u003Cspan style='font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, \"Helvetica Neue\", \"PingFang SC\", \"Hiragino Sans GB\", \"Microsoft YaHei UI\", \"Microsoft YaHei\", Arial, sans-serif;'>I’d\u003C/span>\u003Cspan style='font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, \"Helvetica Neue\", \"PingFang SC\", \"Hiragino Sans GB\", \"Microsoft YaHei UI\", \"Microsoft YaHei\", Arial, sans-serif;'> be more cautious here: 10 year and 10 hour thinking only.\u003C/span>\u003Cbr>\u003C/p>\u003Cp dir=\"ltr\">\u003Cbr>\u003C/p>\u003Cp dir=\"ltr\">We like all kinds of coins. We like them for both the long and short term; it's currently in the middle, which can reach its \"crash position.\" \"What position will it crash?\" sounds like a good question. Only by enduring the crypto winter can you truly understand it.\u003C/p>\u003Cp>\u003Cbr>\u003C/p>\u003Cp dir=\"ltr\">When the crypto winter arrives, many people will lose faith, unable to endure years of mental torment. You can hear all sorts of negativity:\u003C/p>\u003Cul class=\"list-paddingleft-1\">\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">\"The government might actually regulate this.\"\u003C/p>\u003C/li>\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">\"These products are too premature right now.\"\u003C/p>\u003C/li>\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">\"I told you it was a bubble.\"\u003C/p>\u003C/li>\u003C/ul>\u003Cp>\u003Cbr>\u003C/p>\u003Cp dir=\"ltr\">Besides eating into large book (or actual) losses, you'll also see people breaking down, going bankrupt due to over-leveraging (or poor tax planning), exiting potentially promising projects, becoming hateful, depressed, or indifferent, and generally ignoring the long-term potential of Crypto.\u003C/p>\u003Cp>\u003Cbr>\u003C/p>\u003Cp dir=\"ltr\">Worse still, the next bear market will be a regulatory nightmare, and we won't have the bull market atmosphere to help protect us from all impacts, including:\u003C/p>\u003Cul class=\"list-paddingleft-1\">\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">Consumer protection\u003C/p>\u003C/li>\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">Fraud and abuse\u003C/p>\u003C/li>\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">Systemic risk\u003C/p>\u003C/li>\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">ESG (Environmental/环境、Social/社会 and Governance/治理 abbreviation)\u003C/p>\u003C/li>\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">Our enemies will input FUD (Fear, Uncertainty, Doubt, originally referring to IBM salespeople instilling negative notions about competitors' products into customers’ minds, making them believe they have no other choice but IBM’s products) regarding illegal activities.\u003C/p>\u003C/li>\u003C/ul>\u003Cp>\u003Cbr>\u003C/p>\u003Cp dir=\"ltr\">Meanwhile, the \"grassroots\" crypto community will become sparse because when you lose 90% of your savings and need to find a real job again, it becomes more difficult to make a comeback.\u003C/p>\u003Cp>\u003Cbr>\u003C/p>\u003Cp dir=\"ltr\">It sounds harsh, indeed severe, but perhaps this time it won’t be that bad.\u003C/p>\u003Cp>\u003Cbr>\u003C/p>\u003Cp dir=\"ltr\">After the crash, the first priority is to go back to the previous chapter (yesterday's translation of 1-6, How High Can We Fly), and determine if you still believe these arguments are correct:\u003C/p>\u003Cul class=\"list-paddingleft-1\">\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">Is the centralized world still collapsing?\u003C/p>\u003C/li>\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">Is web3 making an optimistic bet on the future?\u003C/p>\u003C/li>\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">Are the building blocks of the new frontier (Bridge, DAO, NFT) still worth significant investment before the next cycle?\u003C/p>\u003C/li>\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">Is it easier to find fundamentally strong projects in the next downward cycle?\u003C/p>\u003C/li>\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">Is there still enough funding to support all interesting things?\u003C/p>\u003C/li>\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">Do you still believe the high watermark can span a 5 - 10 year time dimension?\u003C/p>\u003C/li>\u003C/ul>\u003Cp>\u003Cbr>\u003C/p>\u003Cp dir=\"ltr\">If you still have confidence, put on your helmet, embrace the cold, and pay attention to these winter survival tips:\u003C/p>\u003Cul class=\"list-paddingleft-1\">\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">Remove leverage early.\u003C/p>\u003C/li>\u003Cul class=\"list-paddingleft-1\" style=\"list-style-type: square;\">\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">If you're not a professional trader, your leverage just makes you fodder for professional traders.\u003C/p>\u003C/li>\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">Crypto is volatile enough and still has plenty of room to rise.\u003C/p>\u003C/li>\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">You don't need to push your luck here and destroy your entire personal balance sheet.\u003C/p>\u003C/li>\u003C/ul>\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">Settle tax obligations in time.\u003C/p>\u003C/li>\u003Cul class=\"list-paddingleft-1\" style=\"list-style-type: square;\">\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">Most people know they shouldn't take on credit card debt to buy dogecoin, but will completely ignore the \"leverage\" they're taking on.\u003C/p>\u003C/li>\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">Not planning to sell what they must pay taxes on by the end of the year.\u003C/p>\u003C/li>\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">If you started with $10,000 on January 1, 2021, and it swelled to $100,000 through active trading by December 31, only to fall to $25,000 on January 1, 2022, then you owe the government more than you own.\u003C/p>\u003C/li>\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">Plan your taxes well, otherwise you'll only leave quietly.\u003C/p>\u003C/li>\u003C/ul>\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">Don't try to predict when the peak is and short it.\u003C/p>\u003C/li>\u003Cul class=\"list-paddingleft-1\" style=\"list-style-type: square;\">\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">Don't short. Don't short. Don't short.\u003C/p>\u003C/li>\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">Even if you're right, you're very likely to misjudge the timing and liquidate yourself.\u003C/p>\u003C/li>\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">When you lose, everyone will celebrate your death, profit from you, and dance on your grave; it will make you sad.\u003C/p>\u003C/li>\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">Even if you win, no one will like you, and in the long run, you will definitely lose.\u003C/p>\u003C/li>\u003Cli>\u003Cp dir=\"ltr\" role=\"presentation\">We don't set the rules, but we still remind everyone.\u003C/p>\u003C/li>\u003C/ul>\u003C/ul>\u003Cp>\u003Cbr>\u003C/p>\u003Cp dir=\"ltr\">For those who double down, they think, \"Wow, this will be great. I can't wait to buy discounted coins in the next bear market.\" Bear markets always go lower than you imagine and last longer than you expect. Meme trading and reflexivity are addictive drugs. When the music stops, you'll see painful interruptions, and wounds take time to heal.\u003C/p>\u003Cp>\u003Cbr>\u003C/p>\u003Cp dir=\"ltr\">If you're a young team managing token finances or a balance sheet for the first time, do everything you can to protect yourself and your team from black swan events. Many teams are idiots with their finances and fail at the most important capital management work: \"Don't mess up the money.\" (This is Messari's safety advice.)\u003C/p>\u003Cp>\u003Cbr>\u003C/p>\u003Cp dir=\"ltr\">If you're an aspiring Web3 employee, developing indispensable products at companies with substantial funds is a good choice.\u003C/p>\u003Cp>\u003Cbr>\u003C/p>\u003Cp dir=\"ltr\">The crowd that got rich overnight will slowly disappear, but the unicorns of the next cycle will be built in the gloom of the crypto winter. Crypto success boils down to endurance. \"We will all succeed\" is an interesting bull market meme, but more importantly, being able to shout \"We will survive!\" when everyone is laughing at you, the market has dropped 80%, competitors have gone bankrupt, and customers have cooled off. Before signing up, ask recruiters if their company has enough cash on hand to survive the bear market. (This point should already be a consensus for many.)\u003C/p>\u003Cp>\u003Cbr>\u003C/p>\u003Cp dir=\"ltr\">2020 was a good time to go All in on crypto; that time has passed, and now you may need to think further ahead, like ten years, and also consider the present more, like 10 hours.\u003C/p>\u003C/div>",1752585421977]