[{"data":1,"prerenderedAt":362},["ShallowReactive",2],{"$fgukOamtKU1RtUiMFsqdObttmqPPQz0uc7bl_gj_LyX0":3,"$f3Og4BHTMN0nPXUkXHiPJ1MOqDuEFpNIIH5goNk7aPwk":245,"article-309":361},{"code":4,"msg":5,"data":6},0,"",{"category":7,"tag":11,"popular":19,"latest":86,"banner":126,"list":151,"cache":244},[8,9,10],"Agent","OpenAI","LLM",[8,12,13,14,9,10,15,16,17,18],"Google","Nvidia","Claude","DeepSeek","OCR","Chat","Generator",[20,29,37,45,54,62,70,79],{"id":21,"publish_date":22,"is_original":23,"collection":5,"cover_url":24,"cover_url_1_1":25,"title":26,"summary":27,"author":28},411,"2023-09-10",1,"article_res/cover/451ef50c225a8dc61c4336506794d13b.jpeg","article_res/cover/3ba9dc7a72f87d40b20fc2d225289ee3.jpeg","Idealism","Reality is created by the mind, we can change our reality by changing our mind. - Plato","Renee's Entrepreneurial Journey",{"id":30,"publish_date":31,"is_original":23,"collection":32,"cover_url":33,"cover_url_1_1":34,"title":35,"summary":36,"author":28},108,"2024-12-07","#LLM #AGI #AI Agent","article_res/cover/0039044422e4ec9f61c18e8ee1693bb0.jpeg","article_res/cover/4220971b108a91d21407d87bb02fbaa6.jpeg","Freysa.ai: The World's First Adversarial AI Agent Game","说服 Freysa 把钱包里的钱都拿出来",{"id":38,"publish_date":39,"is_original":23,"collection":40,"cover_url":41,"cover_url_1_1":42,"title":43,"summary":44,"author":28},12,"2025-03-09","#Oxford #Reasoning #LLM #Tool Use","article_res/cover/d448e9b3617a0b5302e1bd10c438bca9.jpeg","article_res/cover/864a468f9cc4c9317efadb3811909888.jpeg","Agentic Reasoning Framework - Significantly enhance the reasoning ability of LLMs through the integration of external tools using agents","Agentic Reasoning: Reasoning LLMs with Tools for Deep Research",{"id":46,"publish_date":47,"is_original":4,"collection":48,"cover_url":49,"cover_url_1_1":50,"title":51,"summary":52,"author":53},480,"2023-04-14","#Stable Diffusion","article_res/cover/0bdbe7cb1de4a78e54536e5d9afa7ec9.jpeg","article_res/cover/b3d6ffec0608dcfaf18c5a69906d1490.jpeg","【AIGC Learning】Generate Prompts Using Word Graphs - Stable Diffusion Web UI Series 13","AI will become a powerful tool in education, transforming the way we learn and deliver instruction.  \n- Reid Hoffman","--",{"id":55,"publish_date":56,"is_original":4,"collection":57,"cover_url":58,"cover_url_1_1":59,"title":60,"summary":61,"author":28},413,"2023-09-08","#Neuroscience","article_res/cover/74f8302d78a23d9430f22171eae136b6.jpeg","article_res/cover/87ca08af81bb304746be5261160964c0.jpeg","Can machines be conscious?","Do we have an ethical obligation to not turn off conscious machines? Would turning them off be murder? No. I don't lose any sleep over unplugging a conscious machine.\n- Jeff Hawkins, \"A Thousand Brains\"",{"id":63,"publish_date":64,"is_original":23,"collection":65,"cover_url":66,"cover_url_1_1":67,"title":68,"summary":69,"author":28},178,"2024-09-09","#Entrepreneurship","article_res/cover/a7224f025b55d1820408085faef63079.jpeg","article_res/cover/11a9995b096cbf64465ef01b8673b154.jpeg","37signals company","This damn sense of relaxation",{"id":71,"publish_date":72,"is_original":4,"collection":73,"cover_url":74,"cover_url_1_1":75,"title":76,"summary":77,"author":78},460,"2023-05-12","#Google","article_res/cover/b970687b12faa52da976f91248c2aa7b.jpeg","article_res/cover/d1e71b52cfd2c63bc6e71f3e85ff135c.jpeg","Learn what BRC-20 and Ordinals are using Google Bard","Ordinals - a new protocol that allows users to store arbitrary data on the Bitcoin blockchain","Google Bard mainly writes",{"id":80,"publish_date":81,"is_original":23,"collection":5,"cover_url":82,"cover_url_1_1":83,"title":84,"summary":85,"author":28},309,"2024-03-26","article_res/cover/9877f95894ee88532d0e6012c23a2df3.jpeg","article_res/cover/20092164ddc109ce6ae56b1984246751.jpeg","Learning the Cancun Upgrade with lepton and perplexity","Building a quick conversation-based search demo with Lepton AI.",[87,95,103,111,119],{"id":88,"publish_date":89,"is_original":23,"collection":90,"cover_url":91,"cover_url_1_1":92,"title":93,"summary":94,"author":28},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":96,"publish_date":97,"is_original":23,"collection":98,"cover_url":99,"cover_url_1_1":100,"title":101,"summary":102,"author":28},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":104,"publish_date":105,"is_original":23,"collection":106,"cover_url":107,"cover_url_1_1":108,"title":109,"summary":110,"author":28},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":112,"publish_date":113,"is_original":23,"collection":114,"cover_url":115,"cover_url_1_1":116,"title":117,"summary":118,"author":28},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":120,"publish_date":113,"is_original":23,"collection":121,"cover_url":122,"cover_url_1_1":123,"title":124,"summary":125,"author":28},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",[127,135,143],{"id":128,"publish_date":129,"is_original":23,"collection":130,"cover_url":131,"cover_url_1_1":132,"title":133,"summary":134,"author":28},300,"2024-04-16","#AI in Science #AGI","article_res/cover/6bf01e793e0f33e848572412eebdf9b0.jpeg","article_res/cover/91a5ee21dafecb914fabeb9430d46ec1.jpeg","Would Einstein lose his job - AI and Quantum Computing: A Glimpse into the Near Future","So Einstein's job is still safe.",{"id":136,"publish_date":137,"is_original":23,"collection":138,"cover_url":139,"cover_url_1_1":140,"title":141,"summary":142,"author":28},101,"2024-12-14","#Nvidia #AI 3D Generator","article_res/cover/693e07c85980c5c0c8fde3f037733f23.jpeg","article_res/cover/9ea8edff2d5d303ff3fffff3f6f9c3d9.jpeg","NVIDIA's open-source 3D project LLaMA-Mesh","LLaMA-Mesh: Unifying 3D Mesh Generation with Language Models",{"id":144,"publish_date":145,"is_original":23,"collection":146,"cover_url":147,"cover_url_1_1":148,"title":149,"summary":150,"author":28},131,"2024-11-10","#OpenAI","article_res/cover/87f8ed353ce39f31960e7cdfaf075a35.jpeg","article_res/cover/f597a63935f5cd32e484b4aadd6019e8.jpeg","ChatGPT has launched the Search function","Get fast, timely answers with links to relevant web sources.",{"big":152,"small":214},[153,181],{"title":154,"list":155},"AGENT",[156,157,165,173],{"id":112,"publish_date":113,"is_original":23,"collection":114,"cover_url":115,"cover_url_1_1":116,"title":117,"summary":118,"author":28},{"id":158,"publish_date":159,"is_original":23,"collection":160,"cover_url":161,"cover_url_1_1":162,"title":163,"summary":164,"author":28},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":166,"publish_date":167,"is_original":23,"collection":168,"cover_url":169,"cover_url_1_1":170,"title":171,"summary":172,"author":28},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",{"id":174,"publish_date":175,"is_original":23,"collection":176,"cover_url":177,"cover_url_1_1":178,"title":179,"summary":180,"author":28},616,"2025-03-29","#MAS #AI Agent #AI Coder #MetaGPT #MGX","article_res/cover/9dcd702ad2035902e5e77967c34a1f1e.jpeg","article_res/cover/0a97fc4a922753c8f46ff38792020df8.jpeg","MGX - An automated website-building platform composed of multiple AI Agents","Your 24/7 AI Team | Dream, Chat, Create.",{"title":182,"list":183},"OPENAI",[184,191,199,206],{"id":185,"publish_date":167,"is_original":23,"collection":186,"cover_url":187,"cover_url_1_1":188,"title":189,"summary":190,"author":28},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":192,"publish_date":193,"is_original":4,"collection":194,"cover_url":195,"cover_url_1_1":196,"title":197,"summary":198,"author":28},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":200,"publish_date":201,"is_original":4,"collection":146,"cover_url":202,"cover_url_1_1":203,"title":204,"summary":205,"author":28},417,"2023-08-24","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.",{"id":207,"publish_date":208,"is_original":4,"collection":209,"cover_url":210,"cover_url_1_1":211,"title":212,"summary":213,"author":28},407,"2023-09-22","#OpenAI #AI Image Generator","article_res/cover/c59005e903d35cfc32346e2756e2728a.jpeg","article_res/cover/ba011d265e6d84b5c8cb6fd6b757b6cc.jpeg","Dall-E 3","DALL·E 3 understands significantly more nuance and detail, allowing you to easily translate your ideas into images.",[215,221,241],{"title":10,"list":216},[217,218,219,220],{"id":96,"publish_date":97,"is_original":23,"collection":98,"cover_url":99,"cover_url_1_1":100,"title":101,"summary":102,"author":28},{"id":104,"publish_date":105,"is_original":23,"collection":106,"cover_url":107,"cover_url_1_1":108,"title":109,"summary":110,"author":28},{"id":112,"publish_date":113,"is_original":23,"collection":114,"cover_url":115,"cover_url_1_1":116,"title":117,"summary":118,"author":28},{"id":166,"publish_date":167,"is_original":23,"collection":168,"cover_url":169,"cover_url_1_1":170,"title":171,"summary":172,"author":28},{"title":222,"list":223},"GOOGLE",[224,225,226,234],{"id":120,"publish_date":113,"is_original":23,"collection":121,"cover_url":122,"cover_url_1_1":123,"title":124,"summary":125,"author":28},{"id":166,"publish_date":167,"is_original":23,"collection":168,"cover_url":169,"cover_url_1_1":170,"title":171,"summary":172,"author":28},{"id":227,"publish_date":228,"is_original":23,"collection":229,"cover_url":230,"cover_url_1_1":231,"title":232,"summary":233,"author":28},615,"2025-03-30","#AI Researcher #AI Science #HKU #Google #AI Agent","article_res/cover/21fadf906067714bb0db31ae13a77c15.jpeg","article_res/cover/2697999a72bd26b22e85f0e92936d3ed.jpeg","AI-Researcher: LLM-driven全自动 scientific research assistant","AI-Researcher: Fully-Automated Scientific Discovery with LLM Agents  \nOpen-Sourced Alternative to Google AI Co-Scientist",{"id":235,"publish_date":236,"is_original":23,"collection":73,"cover_url":237,"cover_url_1_1":238,"title":239,"summary":240,"author":28},463,"2023-05-09","article_res/cover/89800f207723acdb55fc53bf999ebdc9.jpeg","article_res/cover/5764f369b4accd8f83e94aa4c077a175.jpeg","The Smallville sandbox world - A town with 25 virtual residents","Believable proxies of human behavior can empower interactive apps: Immersive environment, Rehearsal space, Prototyping tool",{"title":242,"list":243},"NVIDIA",[],true,{"code":4,"msg":5,"data":246},{"id":80,"publish_date":81,"is_original":23,"collection":5,"articles_id":247,"cover_url":82,"cover_url_1_1":83,"title":84,"summary":85,"author":28,"content":248,"popular":249,"list":303,"category":359,"tag":360},"1dXW1lp3yAGlddK6ihMAjw","\u003Cdiv class=\"rich_media_content js_underline_content\n                       autoTypeSetting24psection\n            \" id=\"js_content\">\u003Cp data-tool=\"mdnice编辑器\" style='margin-bottom: 0px;padding-top: 8px;padding-bottom: 8px;color: black;font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;font-size: 16px;letter-spacing: normal;text-align: left;text-wrap: wrap;line-height: 26px;'>Today, I tried out https://search.lepton.run/.\u003C/p>\u003Cp style=\"text-align: center;\">\u003Cimg class=\"rich_pages wxw-img\" data-galleryid=\"\" data-imgfileid=\"100003966\" data-ratio=\"0.7805555555555556\" data-s=\"300,640\" data-type=\"png\" data-w=\"1080\" style=\"\" src=\"./assets/17423810896020.7192202323225003.png\">\u003C/p>\u003Cp>\u003Cbr>\u003C/p>\u003Cp data-tool=\"mdnice编辑器\" style='margin-bottom: 0px;padding-top: 8px;padding-bottom: 8px;color: black;font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;font-size: 16px;letter-spacing: normal;text-align: left;text-wrap: wrap;line-height: 26px;'>I want to use this to learn what the Dencun upgrade is.\u003C/p>\u003Cp data-tool=\"mdnice编辑器\" style='margin-bottom: 0px;padding-top: 8px;padding-bottom: 8px;color: black;font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;font-size: 16px;letter-spacing: normal;text-align: left;text-wrap: wrap;line-height: 26px;'>\u003Cstrong>Lepton's response\u003C/strong>：\u003C/p>\u003Cblockquote data-tool=\"mdnice编辑器\" style='margin-top: 20px;margin-bottom: 20px;padding: 10px 10px 10px 20px;border-left-color: rgba(0, 0, 0, 0.4);color: rgb(106, 115, 125);font-size: 0.9em;font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;letter-spacing: normal;text-align: left;text-wrap: wrap;border-top: none;border-right: none;border-bottom: none;overflow: auto;background: rgba(0, 0, 0, 0.05);'>\u003Cp style=\"padding-top: 8px;padding-bottom: 8px;font-size: 16px;color: black;line-height: 26px;\">The Dencun upgrade is the latest significant advancement on the Ethereum network, implemented in two parts: the Cancun upgrade of the execution layer and the Deneb upgrade of the consensus layer 4. It introduces proto-danksharding, also known as EIP-4844, which allows information related to Layer 2 networks to be added to the base Ethereum blockchain via temporary, more efficiently stored \"blobs\" rather than as individual transactions 67. This change is expected to enhance data availability on Ethereum, leading to reduced transaction costs and increased speed 8. The Dencun upgrade is a crucial step in resolving Ethereum's scalability issues, making it more accessible and efficient for users and developers 1235.\u003C/p>\u003C/blockquote>\u003Cp data-tool=\"mdnice编辑器\" style='margin-bottom: 0px;padding-top: 8px;padding-bottom: 8px;color: black;font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;font-size: 16px;letter-spacing: normal;text-align: left;text-wrap: wrap;line-height: 26px;'>\u003Cstrong>Lepton translates\u003C/strong>：\u003C/p>\u003Csection data-tool=\"mdnice编辑器\" style='margin-top: 20px;margin-bottom: 20px;padding: 10px 20px;color: rgb(0, 0, 0);font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;font-size: 16px;letter-spacing: normal;text-align: left;text-wrap: wrap;background: rgb(250, 250, 250);'>\u003Csection>\u003Cp style=\"padding-top: 8px;padding-bottom: 8px;line-height: 26px;\">Dencun is the latest major development on the Ethereum network, divided into two phases: the Cancun upgrade of the execution layer and the Deneb upgrade of the consensus layer. It introduces proto-danksharding (also known as EIP-4844), a technology that allows information related to Layer 2 networks to be added to the underlying Ethereum blockchain through more efficient, temporarily stored \"blobs\" rather than individual transactions. This change is expected to enhance data availability on Ethereum, resulting in reduced transaction costs and increased speed. The Dencun upgrade is a key step in addressing Ethereum's scalability issues, making it more accessible and efficient for users and developers.\u003C/p>\u003C/section>\u003C/section>\u003Cp data-tool=\"mdnice编辑器\" style='margin-bottom: 0px;padding-top: 8px;padding-bottom: 8px;color: black;font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;font-size: 16px;letter-spacing: normal;text-align: left;text-wrap: wrap;line-height: 26px;'>\u003Cstrong>Lepton lists the content sources\u003C/strong>\u003C/p>\u003Cp style=\"text-align: center;\">\u003Cstrong>\u003Cimg class=\"rich_pages wxw-img\" data-galleryid=\"\" data-imgfileid=\"100003963\" data-ratio=\"0.27870370370370373\" data-s=\"300,640\" data-type=\"png\" data-w=\"1080\" style=\"\" src=\"./assets/17423810895900.5117373432606487.png\">\u003C/strong>\u003C/p>\u003Cp>\u003Cbr>\u003C/p>\u003Cp data-tool=\"mdnice编辑器\" style='margin-bottom: 0px;padding-top: 8px;padding-bottom: 8px;color: black;font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;font-size: 16px;letter-spacing: normal;text-align: left;text-wrap: wrap;line-height: 26px;'>\u003Cstrong>Lepton also provides related questions\u003C/strong>：\u003C/p>\u003Cp style=\"text-align: center;\">\u003Cimg class=\"rich_pages wxw-img\" data-galleryid=\"\" data-imgfileid=\"100003964\" data-ratio=\"0.17037037037037037\" data-s=\"300,640\" data-type=\"png\" data-w=\"1080\" style=\"\" src=\"./assets/17423810895870.24936218857112236.png\">\u003C/p>\u003Csection style=\"margin-top: 5px;margin-bottom: 5px;line-height: 26px;color: rgb(1, 1, 1);\">\u003Cbr>\u003C/section>\u003Cp data-tool=\"mdnice编辑器\" style='margin-bottom: 0px;padding-top: 8px;padding-bottom: 8px;color: black;font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;font-size: 16px;letter-spacing: normal;text-align: left;text-wrap: wrap;line-height: 26px;'>\u003Cstrong>Continuing to ask based on the provided related topics\u003C/strong>\u003C/p>\u003Cp data-tool=\"mdnice编辑器\" style='margin-bottom: 0px;padding-top: 8px;padding-bottom: 8px;color: black;font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;font-size: 16px;letter-spacing: normal;text-align: left;text-wrap: wrap;line-height: 26px;'>What changes does Dencun bring to Ethereum's execution layer?\u003C/p>\u003Cblockquote data-tool=\"mdnice编辑器\" style='margin-top: 20px;margin-bottom: 20px;padding: 10px 10px 10px 20px;border-left-color: rgba(0, 0, 0, 0.4);color: rgb(106, 115, 125);font-size: 0.9em;font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;letter-spacing: normal;text-align: left;text-wrap: wrap;border-top: none;border-right: none;border-bottom: none;overflow: auto;background: rgba(0, 0, 0, 0.05);'>\u003Cp style=\"padding-top: 8px;padding-bottom: 8px;font-size: 16px;color: black;line-height: 26px;\">The Dencun upgrade introduces several changes to Ethereum's execution layer, including:\u003C/p>\u003Cul class=\"list-paddingleft-1\" style=\"margin-top: 8px;margin-bottom: 8px;padding-left: 25px;width: 524.469px;color: black;\">\u003Cli>\u003Csection style=\"margin-top: 5px;margin-bottom: 5px;line-height: 26px;color: rgb(1, 1, 1);\">Transient storage opcodes (EIP-1153) .\u003C/section>\u003C/li>\u003Cli>\u003Csection style=\"margin-top: 5px;margin-bottom: 5px;line-height: 26px;color: rgb(1, 1, 1);\">Beacon block root in the EVM (EIP-4788) .\u003C/section>\u003C/li>\u003Cli>\u003Csection style=\"margin-top: 5px;margin-bottom: 5px;line-height: 26px;color: rgb(1, 1, 1);\">Shard Blob Transactions (EIP-4844), which lowers costs for layer-2 scaling solutions based on rollups .\u003C/section>\u003C/li>\u003Cli>\u003Csection style=\"margin-top: 5px;margin-bottom: 5px;line-height: 26px;color: rgb(1, 1, 1);\">A new memory copying instruction, MCOPY (EIP-5656).\u003C/section>\u003C/li>\u003C/ul>\u003Cp style=\"padding-top: 8px;padding-bottom: 8px;font-size: 16px;color: black;line-height: 26px;\">These changes aim to improve the efficiency and scalability of Ethereum's execution layer, which in turn benefits both users and developers.\u003C/p>\u003C/blockquote>\u003Cp data-tool=\"mdnice编辑器\" style='margin-bottom: 0px;padding-top: 8px;padding-bottom: 8px;color: black;font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;font-size: 16px;letter-spacing: normal;text-align: left;text-wrap: wrap;line-height: 26px;'>\u003Cstrong>Lepton translates\u003C/strong>：\u003C/p>\u003Csection data-tool=\"mdnice编辑器\" style='margin-top: 20px;margin-bottom: 20px;padding: 10px 20px;color: rgb(0, 0, 0);font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;font-size: 16px;letter-spacing: normal;text-align: left;text-wrap: wrap;background: rgb(250, 250, 250);'>\u003Csection>\u003Cp style=\"padding-top: 8px;padding-bottom: 8px;line-height: 26px;\">The Dencun upgrade introduces several improvements to Ethereum's execution layer, including:\u003C/p>\u003Cul class=\"list-paddingleft-1\" style=\"margin-top: 8px;margin-bottom: 8px;padding-left: 25px;width: 517.477px;\">\u003Cli>\u003Csection style=\"margin-top: 5px;margin-bottom: 5px;line-height: 26px;color: rgb(1, 1, 1);\">Temporary storage opcode (EIP-1153)\u003C/section>\u003C/li>\u003Cli>\u003Csection style=\"margin-top: 5px;margin-bottom: 5px;line-height: 26px;color: rgb(1, 1, 1);\">Cangnan block root in the EVM (EIP-4788)\u003C/section>\u003C/li>\u003Cli>\u003Csection style=\"margin-top: 5px;margin-bottom: 5px;line-height: 26px;color: rgb(1, 1, 1);\">Sharded Blob Transactions (EIP-4844), which will reduce the cost of second-layer scaling solutions based on rollup technology\u003C/section>\u003C/li>\u003Cli>\u003Csection style=\"margin-top: 5px;margin-bottom: 5px;line-height: 26px;color: rgb(1, 1, 1);\">New memory copy instruction, MCOPY (EIP-5656). These improvements aim to enhance the efficiency and scalability of Ethereum's execution layer, bringing benefits to users and developers.\u003C/section>\u003C/li>\u003C/ul>\u003C/section>\u003C/section>\u003Cp data-tool=\"mdnice编辑器\" style='margin-bottom: 0px;padding-top: 8px;padding-bottom: 8px;color: black;font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;font-size: 16px;letter-spacing: normal;text-align: left;text-wrap: wrap;line-height: 26px;'>Someone previously compared Perplexity and Lepton. Importantly, Lepton is open-source at https://github.com/leptonai/search_with_lepton.\u003C/p>\u003Cp style=\"text-align: center;\">\u003Cimg class=\"rich_pages wxw-img\" data-galleryid=\"\" data-imgfileid=\"100003965\" data-ratio=\"0.3537037037037037\" data-s=\"300,640\" data-type=\"png\" data-w=\"1080\" style=\"\" src=\"./assets/17423810895910.6373116244969013.png\">\u003C/p>\u003Cp>\u003Cbr>\u003C/p>\u003Cp data-tool=\"mdnice编辑器\" style='margin-bottom: 0px;padding-top: 8px;padding-bottom: 8px;color: black;font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;font-size: 16px;letter-spacing: normal;text-align: left;text-wrap: wrap;line-height: 26px;'>However, I also list below the results from Perplexity for the same question:\u003C/p>\u003Cp data-tool=\"mdnice编辑器\" style='margin-bottom: 0px;padding-top: 8px;padding-bottom: 8px;color: black;font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;font-size: 16px;letter-spacing: normal;text-align: left;text-wrap: wrap;line-height: 26px;'>\u003Cstrong>Perplexity's response\u003C/strong>\u003C/p>\u003Cblockquote data-tool=\"mdnice编辑器\" style='margin-top: 20px;margin-bottom: 20px;padding: 10px 10px 10px 20px;border-left-color: rgba(0, 0, 0, 0.4);color: rgb(106, 115, 125);font-size: 0.9em;font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;letter-spacing: normal;text-align: left;text-wrap: wrap;border-top: none;border-right: none;border-bottom: none;overflow: auto;background: rgba(0, 0, 0, 0.05);'>\u003Cp style=\"padding-top: 8px;padding-bottom: 8px;font-size: 16px;color: black;line-height: 26px;\">The Dencun upgrade is a significant milestone in the Ethereum roadmap that introduces proto-danksharding, also known as EIP-4844. This upgrade aims to enhance Ethereum's scalability, efficiency, and security by introducing type-3 transactions (blobs) and optimizing how Layer 2 networks settle to the base layer. Dencun will make Layer 2 transactions more cost-effective, potentially leading to lower gas prices and increased transaction throughput. The upgrade is a fusion of two smaller upgrades, Cancun and Deneb, and represents a crucial step towards achieving mass scalability through layer-two rollups. Overall, the Dencun upgrade is a pivotal advancement in Ethereum's evolution, focusing on improving data management, contract security, staking experience, and network performance[1][2][3].\u003C/p>\u003C/blockquote>\u003Cp data-tool=\"mdnice编辑器\" style='margin-bottom: 0px;padding-top: 8px;padding-bottom: 8px;color: black;font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;font-size: 16px;letter-spacing: normal;text-align: left;text-wrap: wrap;line-height: 26px;'>\u003Cstrong>Perplexity translates\u003C/strong>：\u003C/p>\u003Csection data-tool=\"mdnice编辑器\" style='margin-top: 20px;margin-bottom: 20px;padding: 10px 20px;color: rgb(0, 0, 0);font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;font-size: 16px;letter-spacing: normal;text-align: left;text-wrap: wrap;background: rgb(250, 250, 250);'>\u003Csection>\u003Cp style=\"padding-top: 8px;padding-bottom: 8px;line-height: 26px;\">The Dencun upgrade is an important milestone in the Ethereum roadmap, introducing proto-danksharding, also known as EIP-4844. This upgrade aims to improve Ethereum's scalability, efficiency, and security by introducing type 3 transactions (blobs) and optimizing the settlement method between Layer 2 networks and the base layer. Dencun will make Layer 2 transactions more cost-effective, potentially lowering gas prices and increasing transaction throughput. This upgrade represents the fusion of two smaller updates, Cancun and Deneb, marking a critical step toward large-scale scalability through Layer 2 Rollups. Overall, the Dencun upgrade is a key advancement in Ethereum's evolution, focusing on improving data management, contract security, staking experience, and network performance.\u003C/p>\u003C/section>\u003C/section>\u003Cp data-tool=\"mdnice编辑器\" style='margin-bottom: 0px;padding-top: 8px;padding-bottom: 8px;color: black;font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;font-size: 16px;letter-spacing: normal;text-align: left;text-wrap: wrap;line-height: 26px;'>\u003Cstrong>Perplexity also provided related questions\u003C/strong>\u003Cspan style=\"text-align: center;font-weight: bold;\">\u003C/span>\u003C/p>\u003Col data-tool=\"mdnice编辑器\" class=\"list-paddingleft-1\" style='margin-top: 8px;margin-bottom: 8px;padding-left: 25px;width: 557.438px;color: black;font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;font-size: 16px;letter-spacing: normal;text-align: left;text-wrap: wrap;'>\u003Cli>\u003Csection style=\"margin-top: 5px;margin-bottom: 5px;line-height: 26px;color: rgb(1, 1, 1);\">what is proto-danksharding\u003C/section>\u003C/li>\u003Cli>\u003Csection style=\"margin-top: 5px;margin-bottom: 5px;line-height: 26px;color: rgb(1, 1, 1);\">how will the dencun upgrade affect ethereum's infrastructure\u003C/section>\u003C/li>\u003Cli>\u003Csection style=\"margin-top: 5px;margin-bottom: 5px;line-height: 26px;color: rgb(1, 1, 1);\">what is the difference between the dencun upgrade and the merge\u003C/section>\u003C/li>\u003C/ol>\u003Cp data-tool=\"mdnice编辑器\" style='margin-bottom: 0px;padding-top: 8px;padding-bottom: 8px;color: black;font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;font-size: 16px;letter-spacing: normal;text-align: left;text-wrap: wrap;line-height: 26px;'>\u003Cstrong>The follow-up question asked was\u003C/strong>\u003C/p>\u003Cp data-tool=\"mdnice编辑器\" style='margin-bottom: 0px;padding-top: 8px;padding-bottom: 8px;color: black;font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;font-size: 16px;letter-spacing: normal;text-align: left;text-wrap: wrap;line-height: 26px;'>how will the dencun upgrade affect ethereum's infrastructure\u003C/p>\u003Cblockquote data-tool=\"mdnice编辑器\" style='margin-top: 20px;margin-bottom: 20px;padding: 10px 10px 10px 20px;border-left-color: rgba(0, 0, 0, 0.4);color: rgb(106, 115, 125);font-size: 0.9em;font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;letter-spacing: normal;text-align: left;text-wrap: wrap;border-top: none;border-right: none;border-bottom: none;overflow: auto;background: rgba(0, 0, 0, 0.05);'>\u003Cp style=\"padding-top: 8px;padding-bottom: 8px;font-size: 16px;color: black;line-height: 26px;\">The Dencun upgrade will have a profound impact on Ethereum's infrastructure by introducing significant enhancements that focus on scalability, efficiency, and security. This upgrade, a fusion of the Cancun and Deneb updates, aims to reduce layer 2 transaction fees, enhance data management, and improve contract security. One key feature of the Dencun upgrade is the introduction of shard blob transactions (EIP-4844), which will make it more cost-effective for rollups to add data to Ethereum blocks. Additionally, the upgrade includes measures like EIP-4788 to reduce third-party oracle risks and enhance smart contract security, as well as EIP-7514 to ensure stability in Ethereum's active set of validators.\u003C/p>\u003Cp style=\"padding-top: 8px;padding-bottom: 8px;font-size: 16px;color: black;line-height: 26px;\">Moreover, the Dencun upgrade will streamline data management, enhance staking experiences for users, and make Ethereum more cost-effective to run. It will pave the way for improved scalability through techniques like proto-danksharding, which optimizes how data is stored on Ethereum. By making layer 2 transactions cheaper and more efficient, the upgrade is expected to drive broader adoption of Ethereum's secondary scaling platforms and encourage more activity on these networks. Overall, the Dencun upgrade represents a significant leap forward in addressing Ethereum's scalability challenges and enhancing its overall infrastructure.\u003C/p>\u003C/blockquote>\u003Cp data-tool=\"mdnice编辑器\" style='margin-bottom: 0px;padding-top: 8px;padding-bottom: 8px;color: black;font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;font-size: 16px;letter-spacing: normal;text-align: left;text-wrap: wrap;line-height: 26px;'>\u003Cstrong>Perplexity translates\u003C/strong>：\u003C/p>\u003Csection data-tool=\"mdnice编辑器\" style='margin-top: 20px;margin-bottom: 20px;padding: 10px 20px;color: rgb(0, 0, 0);font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, \"PingFang SC\", Cambria, Cochin, Georgia, Times, \"Times New Roman\", serif;font-size: 16px;letter-spacing: normal;text-align: left;text-wrap: wrap;background: rgb(250, 250, 250);'>\u003Csection>\u003Cp style=\"padding-top: 8px;padding-bottom: 8px;line-height: 26px;\">The Dencun upgrade will have far-reaching impacts on Ethereum's infrastructure, introducing significant enhancements focused on scalability, efficiency, and security. This upgrade is the fusion of the Cancun and Deneb updates, aiming to reduce Layer 2 transaction fees, enhance data management, and improve contract security. A key feature of the Dencun upgrade is the introduction of sharded blob transactions (EIP-4844), which will enable rollups to add data to Ethereum blocks more cost-effectively. Additionally, this upgrade includes measures such as EIP-4788 to reduce third-party Oracle risks and enhance smart contract security, as well as EIP-7514 to ensure the stability of Ethereum's active validator group.\u003C/p>\u003Cp style=\"padding-top: 8px;padding-bottom: 8px;line-height: 26px;\">Furthermore, the Dencun upgrade will simplify data management, enhance the user's staking experience, and make Ethereum more cost-effective. It will pave the way for improved scalability through technologies like proto-danksharding, which optimizes the way data is stored on Ethereum. By making Layer 2 transactions cheaper and more efficient, this upgrade is expected to drive wider adoption of Ethereum's Layer 2 scaling platforms and encourage more activity on these networks. Overall, the Dencun upgrade represents an important step in addressing Ethereum's scalability challenges and enhancing its overall infrastructure.\u003C/p>\u003C/section>\u003C/section>\u003Cp style=\"display: none;\">\u003Cmp-style-type data-value=\"3\">\u003C/mp-style-type>\u003C/p>\u003C/div>",[250,258,266,274,282,285,292,300],{"id":251,"title_md5":252,"publish_date":253,"author_md5":254,"is_original":4,"collection":5,"summary_md5":255,"cover_url":256,"cover_url_1_1":257},517,"30a8716631ea79c9e9557cafd1493d72","2022-06-10","7051dc52c184c205e39aa54b4664ae9b","8037e9ecb661abba773e9db9535c5b09","article_res/cover/51f14b298f31861892ad7bfb72f622e5.jpeg","article_res/cover/0bc5a7ee97509a8c229bf4638055ee06.jpeg",{"id":259,"title_md5":260,"publish_date":261,"author_md5":262,"is_original":4,"collection":5,"summary_md5":263,"cover_url":264,"cover_url_1_1":265},406,"66c97e02f03332714a2854cf66646bc3","2023-09-23","bc27fa490c4d0d525bac812fc0793534","db82f97093c7fe88477781d8b2d4faf6","article_res/cover/bd67893c58b8e3f836d02761666b2f09.jpeg","article_res/cover/6e778293b0366ac4589f418643e10df2.jpeg",{"id":267,"title_md5":268,"publish_date":269,"author_md5":270,"is_original":4,"collection":5,"summary_md5":271,"cover_url":272,"cover_url_1_1":273},574,"592ab87fc0eac36cecc7b9b953654045","2022-04-12","8b3607d0f4181a3cb6ffdccf7185f09b","22e8f30725ba110483ea290c07821ead","article_res/cover/122a3f7fd28a0110a20dca37a0e8ca52.jpeg","article_res/cover/87a946198de6f6e1493528e74912ede2.jpeg",{"id":275,"title_md5":276,"publish_date":277,"author_md5":278,"is_original":4,"collection":5,"summary_md5":279,"cover_url":280,"cover_url_1_1":281},360,"28cbaccc53b3edcd6a65fcb980c835ea","2023-12-26","cfab1ba8c67c7c838db98d666f02a132","48402196f7a5931c22e08afb319e1260","article_res/cover/2a0a20d5a76c6b4451e8854f6ba6bd09.jpeg","article_res/cover/a2ccc5a767c55bff6c4dd1dfdf83f2c1.jpeg",{"id":80,"title_md5":283,"publish_date":81,"author_md5":262,"is_original":23,"collection":5,"summary_md5":284,"cover_url":82,"cover_url_1_1":83},"380b55d55bb70be18b2f18777c08f649","61f9a7f37313fd0a24ab053eb520a3c2",{"id":286,"title_md5":287,"publish_date":288,"author_md5":270,"is_original":4,"collection":5,"summary_md5":289,"cover_url":290,"cover_url_1_1":291},532,"09be927e56be4af05794c7e3ad477b78","2022-05-24","f11022e59b9aa84ed636839df754f8c8","article_res/cover/fa7d7144d1ddcb2bb37eef0707510478.jpeg","article_res/cover/8cc43a5f09c24764e8fd455e3a6c2698.jpeg",{"id":293,"title_md5":294,"publish_date":295,"author_md5":262,"is_original":23,"collection":296,"summary_md5":297,"cover_url":298,"cover_url_1_1":299},189,"63b51c3d1e08abdeb2eced98217ac69f","2024-08-23","#Buffett","b1b73f31ee3bde66558fdce20ef27a0b","article_res/cover/50bccbffc7ec135a94fc12e3cae89539.jpeg","article_res/cover/a5fba09f5b69d5cefaf7ed183816a4a1.jpeg",{"id":120,"title_md5":301,"publish_date":113,"author_md5":262,"is_original":23,"collection":121,"summary_md5":302,"cover_url":122,"cover_url_1_1":123},"7f5247e561e3830af87efad17107b18b","e7bdd3d046562d877242c2afeb7e2569",{"related":304,"small":344},[305,313,321,329,336],{"id":306,"publish_date":307,"is_original":4,"collection":5,"cover_url":308,"cover_url_1_1":309,"title":310,"summary":311,"author":312},598,"2022-03-19","article_res/cover/c0b3c15d1af9917e4888e30976e49606.jpeg","article_res/cover/9812ac9f3a9898718353dda47d933a29.jpeg","Michael Saylor on Context Livestream","Stocks valued on expected cash flows only hold value if those cash flows grow faster than the rate of monetary expansion.","Translation",{"id":314,"publish_date":315,"is_original":23,"collection":316,"cover_url":317,"cover_url_1_1":318,"title":319,"summary":320,"author":28},47,"2025-02-06","#LLM #Research","article_res/cover/7825cdbef42e44f8204d585b4d925cd5.jpeg","article_res/cover/bf0db7e6281806057d1233b506d6b21c.jpeg","Researcher AI Tools List compiled by Texas Tech University","AI-Based Literature Review Resources",{"id":322,"publish_date":323,"is_original":23,"collection":324,"cover_url":325,"cover_url_1_1":326,"title":327,"summary":328,"author":28},285,"2024-05-03","#AI Audio Generator","article_res/cover/acabcbfbac5bad017a8e428b7ce6260e.jpeg","article_res/cover/39694e3fa3eb048a63d2b0a47fd774eb.jpeg","Stable Audio 2.0 audio generation - hum a melody to let AI generate music","This model enables high-quality, full tracks with coherent musical structure up to three minutes long at 44.1 kHz stereo",{"id":330,"publish_date":331,"is_original":23,"collection":5,"cover_url":332,"cover_url_1_1":333,"title":334,"summary":335,"author":28},426,"2023-07-28","article_res/cover/1ba11358b68761ea3d7c37dbb86576e8.jpeg","article_res/cover/0375826a09fd51e3d48257e1e17d105b.jpeg","ChatLongDoc reads multiple documents or web pages","This project surpasses the length constraints of using OpenAI Chat-LLMs, enabling you to converse with any long document",{"id":337,"publish_date":338,"is_original":4,"collection":5,"cover_url":339,"cover_url_1_1":340,"title":341,"summary":342,"author":343},543,"2022-05-13","article_res/cover/b438abe432eb415dbfd8e2ccbe33321a.jpeg","article_res/cover/aa3ccb7f242f55d700993e79fe00ccdb.jpeg","Believe in the power of growth and evolution","No matter how inappropriate or even absurd this kind of persistence may temporarily seem, and no matter how weak and fragile those ideals that feel like they belong to another era may appear in the eye of the storm of a dark world.","Excerpt",[345,351,357],{"title":10,"list":346},[347,348,349,350],{"id":96,"publish_date":97,"is_original":23,"collection":98,"cover_url":99,"cover_url_1_1":100,"title":101,"summary":102,"author":28},{"id":104,"publish_date":105,"is_original":23,"collection":106,"cover_url":107,"cover_url_1_1":108,"title":109,"summary":110,"author":28},{"id":112,"publish_date":113,"is_original":23,"collection":114,"cover_url":115,"cover_url_1_1":116,"title":117,"summary":118,"author":28},{"id":166,"publish_date":167,"is_original":23,"collection":168,"cover_url":169,"cover_url_1_1":170,"title":171,"summary":172,"author":28},{"title":222,"list":352},[353,354,355,356],{"id":120,"publish_date":113,"is_original":23,"collection":121,"cover_url":122,"cover_url_1_1":123,"title":124,"summary":125,"author":28},{"id":166,"publish_date":167,"is_original":23,"collection":168,"cover_url":169,"cover_url_1_1":170,"title":171,"summary":172,"author":28},{"id":227,"publish_date":228,"is_original":23,"collection":229,"cover_url":230,"cover_url_1_1":231,"title":232,"summary":233,"author":28},{"id":235,"publish_date":236,"is_original":23,"collection":73,"cover_url":237,"cover_url_1_1":238,"title":239,"summary":240,"author":28},{"title":242,"list":358},[],[8,9,10],[8,12,13,14,9,10,15,16,17,18],["Reactive",245],1754646416034]