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2023-06-07
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一个正常的名称
2023-03-27
[微笑]
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一个正常的名称
2023-03-27
[开心]
Alibaba founder Jack Ma has returned to China
一个正常的名称
2023-03-25
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2023-03-25
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Pre-market | Panic wave repeats! European and American bank stocks collapsed again, this time the focus is on Deutsche Bank! Crude oil also fell sharply
一个正常的名称
2023-03-25
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2023-03-25
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2023-03-25
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They use ChatGPT to engage in autonomous driving, which can tell you "what am I doing"
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At the same time, Ali concept stocks changed in the afternoon,<a href=\"https://laohu8.com/S/300688\">Entrepreneurial dark horse</a>、<a href=\"https://laohu8.com/S/688365\">Guangyun Technology</a>Both rose by more than 10%, data port,<a href=\"https://laohu8.com/S/600797\">Zhejiang University Net New</a>、<a href=\"https://laohu8.com/S/688220\">Aojie Technology</a>Wait for individual stocks to follow suit.</p><p><img src=\"https://static.tigerbbs.com/8b290a81d4d3dc5cafa88f08821c444c\" tg-width=\"840\" tg-height=\"470\" referrerpolicy=\"no-referrer\"/></p><p>Previously appeared in Japan, Thailand and other places<a href=\"https://laohu8.com/S/BABA\">Alibaba</a>Jack Ma, the founder of the group, has returned to China. Recently, some netizens witnessed Jack Ma, founder of Alibaba Group, in Wenyi Road Tunnel.</p><p>In the video, Jack Ma rides in a commercial vehicle and talks with people around him, that is, in front of him, from time to time. In this regard, the reporter of Science and Technology Innovation Board Daily confirmed from relevant sources that the people in the car were Jack Ma, Zhang Yong, chairman and CEO of Alibaba Group, and<a href=\"https://laohu8.com/S/06688\">Ant Group</a>Shao Xiaofeng, Executive Vice President. (Reporter Mao Mingjiang Huang Xinyi)</p><p></body></html></p>","source":"XLCJ","collect":0,"html":"<!DOCTYPE html>\n<html>\n<head>\n<meta http-equiv=\"Content-Type\" content=\"text/html; charset=utf-8\" />\n<meta name=\"viewport\" content=\"width=device-width,initial-scale=1.0,minimum-scale=1.0,maximum-scale=1.0,user-scalable=no\"/>\n<meta name=\"format-detection\" content=\"telephone=no,email=no,address=no\" />\n<title>Alibaba founder Jack Ma has returned to China</title>\n<style type=\"text/css\">\na,abbr,acronym,address,applet,article,aside,audio,b,big,blockquote,body,canvas,caption,center,cite,code,dd,del,details,dfn,div,dl,dt,\nem,embed,fieldset,figcaption,figure,footer,form,h1,h2,h3,h4,h5,h6,header,hgroup,html,i,iframe,img,ins,kbd,label,legend,li,mark,menu,nav,\nobject,ol,output,p,pre,q,ruby,s,samp,section,small,span,strike,strong,sub,summary,sup,table,tbody,td,tfoot,th,thead,time,tr,tt,u,ul,var,video{ font:inherit;margin:0;padding:0;vertical-align:baseline;border:0 }\nbody{ font-size:16px; line-height:1.5; color:#999; background:transparent; }\n.wrapper{ overflow:hidden;word-break:break-all;padding:10px; }\nh1,h2{ font-weight:normal; line-height:1.35; margin-bottom:.6em; }\nh3,h4,h5,h6{ line-height:1.35; margin-bottom:1em; }\nh1{ font-size:24px; }\nh2{ font-size:20px; }\nh3{ font-size:18px; }\nh4{ font-size:16px; }\nh5{ font-size:14px; }\nh6{ font-size:12px; }\np,ul,ol,blockquote,dl,table{ margin:1.2em 0; }\nul,ol{ margin-left:2em; }\nul{ list-style:disc; }\nol{ list-style:decimal; }\nli,li p{ margin:10px 0;}\nimg{ max-width:100%;display:block;margin:0 auto 1em; }\nblockquote{ color:#B5B2B1; border-left:3px solid #aaa; padding:1em; }\nstrong,b{font-weight:bold;}\nem,i{font-style:italic;}\ntable{ width:100%;border-collapse:collapse;border-spacing:1px;margin:1em 0;font-size:.9em; }\nth,td{ padding:5px;text-align:left;border:1px solid #aaa; }\nth{ font-weight:bold;background:#5d5d5d; }\n.symbol-link{font-weight:bold;}\n/* header{ border-bottom:1px solid #494756; } */\n.title{ margin:0 0 8px;line-height:1.3;color:#ddd; }\n.meta {color:#5e5c6d;font-size:13px;margin:0 0 .5em; }\na{text-decoration:none; color:#2a4b87;}\n.meta .head { display: inline-block; overflow: hidden}\n.head .h-thumb { width: 30px; height: 30px; margin: 0; padding: 0; border-radius: 50%; float: left;}\n.head .h-content { margin: 0; padding: 0 0 0 9px; float: left;}\n.head .h-name {font-size: 13px; color: #eee; margin: 0;}\n.head .h-time {font-size: 12.5px; color: #7E829C; margin: 0;}\n.small {font-size: 12.5px; display: inline-block; transform: scale(0.9); -webkit-transform: scale(0.9); transform-origin: left; -webkit-transform-origin: left;}\n.smaller {font-size: 12.5px; display: inline-block; transform: scale(0.8); -webkit-transform: scale(0.8); transform-origin: left; -webkit-transform-origin: left;}\n.bt-text {font-size: 12px;margin: 1.5em 0 0 0}\n.bt-text p {margin: 0}\n</style>\n</head>\n<body>\n<div class=\"wrapper\">\n<header>\n<h2 class=\"title\">\nAlibaba founder Jack Ma has returned to China\n</h2>\n<h4 class=\"meta\">\n<p class=\"head\">\n<strong class=\"h-name small\">新浪财经</strong><span class=\"h-time small\">2023-03-27 13:10</span>\n</p>\n</h4>\n</header>\n<article>\n<p><html><head></head><body>On the 27th,<a href=\"https://laohu8.com/S/09988\">Alibaba-SW</a>It continued to rise in the afternoon, with an increase of nearly 4% as of press time. At the same time, Ali concept stocks changed in the afternoon,<a href=\"https://laohu8.com/S/300688\">Entrepreneurial dark horse</a>、<a href=\"https://laohu8.com/S/688365\">Guangyun Technology</a>Both rose by more than 10%, data port,<a href=\"https://laohu8.com/S/600797\">Zhejiang University Net New</a>、<a href=\"https://laohu8.com/S/688220\">Aojie Technology</a>Wait for individual stocks to follow suit.</p><p><img src=\"https://static.tigerbbs.com/8b290a81d4d3dc5cafa88f08821c444c\" tg-width=\"840\" tg-height=\"470\" referrerpolicy=\"no-referrer\"/></p><p>Previously appeared in Japan, Thailand and other places<a href=\"https://laohu8.com/S/BABA\">Alibaba</a>Jack Ma, the founder of the group, has returned to China. Recently, some netizens witnessed Jack Ma, founder of Alibaba Group, in Wenyi Road Tunnel.</p><p>In the video, Jack Ma rides in a commercial vehicle and talks with people around him, that is, in front of him, from time to time. In this regard, the reporter of Science and Technology Innovation Board Daily confirmed from relevant sources that the people in the car were Jack Ma, Zhang Yong, chairman and CEO of Alibaba Group, and<a href=\"https://laohu8.com/S/06688\">Ant Group</a>Shao Xiaofeng, Executive Vice President. (Reporter Mao Mingjiang Huang Xinyi)</p><p></body></html></p>\n<div class=\"bt-text\">\n\n\n<p> source:<a href=\"https://finance.sina.com.cn/china/gncj/2023-03-27/doc-imynhvcf5020323.shtml\">新浪财经</a></p>\n\n\n</div>\n</article>\n</div>\n</body>\n</html>\n","type":0,"thumbnail":"https://static.tigerbbs.com/f2a20dbdd9e7114c7a052345418239e3","relate_stocks":{"09988":"阿里巴巴-W","BABA":"阿里巴巴"},"source_url":"https://finance.sina.com.cn/china/gncj/2023-03-27/doc-imynhvcf5020323.shtml","is_english":false,"share_image_url":"https://static.laohu8.com/e9f99090a1c2ed51c021029395664489","article_id":"1135445081","content_text":"27日讯,阿里巴巴-SW午后持续走高,截至发稿涨幅近4%。同时,阿里概念股午后异动,创业黑马、光云科技均涨超10%,数据港、浙大网新、翱捷科技等个股跟涨。此前在日本、泰国等地现身的阿里巴巴集团创始人马云已返回国内。近日有网友在杭州文一路隧道中目击阿里巴巴集团创始人马云。视频中,马云乘坐一辆商务车,不时与身边即前面的人交谈。对此,《科创板日报》记者从相关人士处确认,该车内人士分别为马云、阿里巴巴集团董事会主席兼首席执行官张勇以及蚂蚁集团执行副总裁邵晓锋。( 记者 毛明江 黄心怡)","news_type":1,"symbols_score_info":{"BABA":0.9,"09988":0.9}},"isVote":1,"tweetType":1,"viewCount":2795,"authorTweetTopStatus":1,"verified":2,"comments":[],"imageCount":0,"langContent":"EN","totalScore":0},{"id":9943784382,"gmtCreate":1679722262946,"gmtModify":1679722267960,"author":{"id":"4142746771171822","authorId":"4142746771171822","name":"一个正常的名称","avatar":"https://community-static.tradeup.com/news/d508b8060163e453a31dfa85a77c4043","crmLevel":1,"crmLevelSwitch":0,"followedFlag":false,"authorIdStr":"4142746771171822","idStr":"4142746771171822"},"themes":[],"htmlText":"Ejejwkwk","listText":"Ejejwkwk","text":"Ejejwkwk","images":[],"top":1,"highlighted":1,"essential":1,"paper":1,"likeSize":1,"commentSize":0,"repostSize":0,"link":"https://ttm.financial/post/9943784382","repostId":"2322124488","repostType":4,"isVote":1,"tweetType":1,"viewCount":3133,"authorTweetTopStatus":1,"verified":2,"comments":[],"imageCount":0,"langContent":"EN","totalScore":0},{"id":9943784975,"gmtCreate":1679722256398,"gmtModify":1679722260157,"author":{"id":"4142746771171822","authorId":"4142746771171822","name":"一个正常的名称","avatar":"https://community-static.tradeup.com/news/d508b8060163e453a31dfa85a77c4043","crmLevel":1,"crmLevelSwitch":0,"followedFlag":false,"authorIdStr":"4142746771171822","idStr":"4142746771171822"},"themes":[],"htmlText":"Ejekekekw","listText":"Ejekekekw","text":"Ejekekekw","images":[],"top":1,"highlighted":1,"essential":1,"paper":1,"likeSize":1,"commentSize":0,"repostSize":0,"link":"https://ttm.financial/post/9943784975","repostId":"2322124488","repostType":4,"isVote":1,"tweetType":1,"viewCount":2945,"authorTweetTopStatus":1,"verified":2,"comments":[],"imageCount":0,"langContent":"EN","totalScore":0},{"id":9943784057,"gmtCreate":1679722250279,"gmtModify":1679722252746,"author":{"id":"4142746771171822","authorId":"4142746771171822","name":"一个正常的名称","avatar":"https://community-static.tradeup.com/news/d508b8060163e453a31dfa85a77c4043","crmLevel":1,"crmLevelSwitch":0,"followedFlag":false,"authorIdStr":"4142746771171822","idStr":"4142746771171822"},"themes":[],"htmlText":"Wwkwkwkwk","listText":"Wwkwkwkwk","text":"Wwkwkwkwk","images":[],"top":1,"highlighted":1,"essential":1,"paper":1,"likeSize":1,"commentSize":0,"repostSize":0,"link":"https://ttm.financial/post/9943784057","repostId":"2322124488","repostType":4,"isVote":1,"tweetType":1,"viewCount":2741,"authorTweetTopStatus":1,"verified":2,"comments":[],"imageCount":0,"langContent":"EN","totalScore":0},{"id":9943785763,"gmtCreate":1679722245153,"gmtModify":1679722249196,"author":{"id":"4142746771171822","authorId":"4142746771171822","name":"一个正常的名称","avatar":"https://community-static.tradeup.com/news/d508b8060163e453a31dfa85a77c4043","crmLevel":1,"crmLevelSwitch":0,"followedFlag":false,"authorIdStr":"4142746771171822","idStr":"4142746771171822"},"themes":[],"htmlText":"Djsksksk","listText":"Djsksksk","text":"Djsksksk","images":[],"top":1,"highlighted":1,"essential":1,"paper":1,"likeSize":1,"commentSize":0,"repostSize":0,"link":"https://ttm.financial/post/9943785763","repostId":"2322124488","repostType":4,"isVote":1,"tweetType":1,"viewCount":2660,"authorTweetTopStatus":1,"verified":2,"comments":[],"imageCount":0,"langContent":"EN","totalScore":0},{"id":9943785454,"gmtCreate":1679722236278,"gmtModify":1679722240056,"author":{"id":"4142746771171822","authorId":"4142746771171822","name":"一个正常的名称","avatar":"https://community-static.tradeup.com/news/d508b8060163e453a31dfa85a77c4043","crmLevel":1,"crmLevelSwitch":0,"followedFlag":false,"authorIdStr":"4142746771171822","idStr":"4142746771171822"},"themes":[],"htmlText":"Sjskskskwk","listText":"Sjskskskwk","text":"Sjskskskwk","images":[],"top":1,"highlighted":1,"essential":1,"paper":1,"likeSize":1,"commentSize":0,"repostSize":0,"link":"https://ttm.financial/post/9943785454","repostId":"2322124488","repostType":4,"isVote":1,"tweetType":1,"viewCount":3267,"authorTweetTopStatus":1,"verified":2,"comments":[],"imageCount":0,"langContent":"EN","totalScore":0},{"id":9943785581,"gmtCreate":1679722229644,"gmtModify":1679722232771,"author":{"id":"4142746771171822","authorId":"4142746771171822","name":"一个正常的名称","avatar":"https://community-static.tradeup.com/news/d508b8060163e453a31dfa85a77c4043","crmLevel":1,"crmLevelSwitch":0,"followedFlag":false,"authorIdStr":"4142746771171822","idStr":"4142746771171822"},"themes":[],"htmlText":"Sbzjzkskak","listText":"Sbzjzkskak","text":"Sbzjzkskak","images":[],"top":1,"highlighted":1,"essential":1,"paper":1,"likeSize":1,"commentSize":0,"repostSize":0,"link":"https://ttm.financial/post/9943785581","repostId":"2322124488","repostType":4,"isVote":1,"tweetType":1,"viewCount":2391,"authorTweetTopStatus":1,"verified":2,"comments":[],"imageCount":0,"langContent":"EN","totalScore":0},{"id":9943785274,"gmtCreate":1679722223299,"gmtModify":1679722228425,"author":{"id":"4142746771171822","authorId":"4142746771171822","name":"一个正常的名称","avatar":"https://community-static.tradeup.com/news/d508b8060163e453a31df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20:27","market":"us","language":"zh","title":"Pre-market | Panic wave repeats! European and American bank stocks collapsed again, this time the focus is on Deutsche Bank! Crude oil also fell sharply","url":"https://stock-news.laohu8.com/highlight/detail?id=1150139689","media":"老虎资讯综合","summary":"摘要:美股股指期货下跌,欧洲主要股指集体下跌;欧美银行股走低,德意志银行跌超10%。3月24日,美股股指期货下跌,道指期货跌1.02%,标普500指数跌0.85%,纳指期货跌0.54%。盘前要闻消息人","content":"<p><html><head></head><body><b>Abstract: U.S. stock index futures fell, and major European stock indexes fell collectively; European and American bank stocks fell,<a href=\"https://laohu8.com/S/DB\">Deutsche Bank</a>Fell more than 10%.</b>On March 24, U.S. stock index futures fell, with Dow futures falling 1.02%, S&P 500 falling 0.85%, and Nasdaq futures falling 0.54%.<img src=\"https://static.tigerbbs.com/b95f0ed361e1d88d33f781577a70878f\" tg-width=\"432\" tg-height=\"197\" referrerpolicy=\"no-referrer\"/><b>Pre-market news</b></p><p>Sources said that Swiss authorities and<a href=\"https://laohu8.com/S/UBS\">UBS</a>Strive to complete the project with<a href=\"https://laohu8.com/S/CS\">Credit Suisse</a>Of the transactions.</p><p>OpenAI announced the launch of plug-in functions, giving ChatGPT the ability to use tools, network, and run computing, and can interact with more than 5,000 applications.</p><p>UK Competition and Markets Authority says new evidence eases concerns about<a href=\"https://laohu8.com/S/MSFT\">Microsoft</a>And<a href=\"https://laohu8.com/S/ATVI\">Activision Blizzard</a>Deal concerns, the final report will be released before April 26.<b>(Activision Blizzard rose more than 5% before the market)</b></p><p>The U.S. Justice Department is investigating whether financial professionals helped Russian oligarchs evade sanctions, and banks such as Credit Suisse and UBS are under investigation, sources said.</p><p><a href=\"https://laohu8.com/S/SQ\">Block</a>In response to being shorted, it said it intended to work with the US Securities and Exchange Commission to discuss the possibility of legal action against Hindenburg.</p><p><a href=\"https://laohu8.com/S/TSLA\">Tesla</a>Automobile (Beijing) Co., Ltd. expanded its recall of some imported Model S electric vehicles, totaling 2,649 vehicles.</p><p><a href=\"https://laohu8.com/S/MCO\">Moody's</a>: downward<a href=\"https://laohu8.com/S/FRC\">First Republic Bank</a>The sponsor rating may be further downgraded in the future.</p><p><a href=\"https://laohu8.com/S/LI\">Li Auto</a>Official Weibo: As of March 24, 2023, Li Auto has delivered more than 300,000 vehicles, creating the fastest new force<a href=\"https://laohu8.com/S/DLX\">Luxurious</a>Brand delivery record.</p><p><b>Binance has problems with spot trading and has been suspended, cryptocurrency markets plummet in response</b></p><p>Binance, the world's largest cryptocurrency exchange, has glitched and its spot order book data has not been updated for a long time. Binance said on its social platform that there is an issue affecting Binance's spot trading. In an effort to resolve this issue as soon as possible, all spot trading is currently temporarily suspended. However, Binance CEO Changpeng Zhao later stated that the preliminary analysis of the Binance matching engine failed when tracking stop-loss orders, and it is expected to recover in 30-120 minutes. As of press time, Bitcoin fell 4% and once hit $27,300, Ethereum fell 5% and once hit $1,720, and Dogecoin and Ripple both fell more than 5%. Binance platform currency (BNB) fell more than 3% on other platforms.</p><p><b>Bank Stocks Plunge Again! The most turbulent this time<a href=\"https://laohu8.com/S/00360\">New Focus</a>It's Deutsche Bank, Deutsche Bank AT1 bonds were sold sharply this week!</b></p><p>Deutsche Bank's CDS (credit default swap) continued to rise to 173 basis points on Thursday, compared with 142 basis points on Wednesday, according to data from S&P Market Intelligence. Refinitiv added,<b>This fluctuation is also<a href=\"https://laohu8.com/S/0H7D.UK\">Deutsche Bank</a>Biggest One-Day Gain Ever for Bank CDS</b>。</p><p>The bond market is equally jittery. According to data from Tradeweb, the trading price of Deutsche Bank's AT1 bond with a coupon rate of 7.5% has fallen to 74 cents (a coupon of $1), and the implied yield behind it has doubled in the past two weeks. However, the main reason for the decline of such bonds is that Switzerland's full write-down of Credit Suisse AT1 bonds has a greater impact.</p><p>In order to stabilize market sentiment,<a href=\"https://laohu8.com/S/DB\">Deutsche Bank</a>Also announced on Friday the early redemption of a T2 bond due 2028 totaling $1.5 billion.</p><p><p class=\"t-img-caption\"><img src=\"https://static.tigerbbs.com/a98166a4c9ad106c779f79539be8dd52\" tg-width=\"1643\" tg-height=\"838\" referrerpolicy=\"no-referrer\"/><span>(Source: Deutsche Bank)</span></p><p><b>Premarket Quotes</b></p><p>European and American bank stocks fell before the market,<a href=\"https://laohu8.com/S/0H7D.UK\">Deutsche Bank</a>Fell more than 10%,<a href=\"https://laohu8.com/S/CS\">Credit Suisse</a>Fell more than 5%,<a href=\"https://laohu8.com/S/UBS\">UBS</a>Fell more than 4%,<a href=\"https://laohu8.com/S/FRC\">First Republic Bank</a>、<a href=\"https://laohu8.com/S/WAL\">Alliance Western Bank</a>、<a href=\"https://laohu8.com/S/SI\">Silvergate Capital</a>Fell more than 3%.<a href=\"https://laohu8.com/S/SPGI\">S&P Global</a>Market intelligence firm: Deutsche Bank's five-year credit default swaps (CDS) rose 30 basis points from Thursday's close to 558 basis points.</p><p><a href=\"https://laohu8.com/S/MRVL\">Maiwell Technology</a>It fell more than 2% before the market and announced the layoffs of 320 employees.</p><p>Faraday Future rose more than 2% before the market. The company announced the start of the countdown to the start of production of the FF 91 Futurist. The model will start production on March 29, 2023, US time (March 30, Beijing time).</p><p><a href=\"https://laohu8.com/S/SQ\">Block</a>It fell nearly 3% before the market, and the stock fell more than 14% on the previous trading day. Hindenburg releases short<a href=\"https://laohu8.com/S/SQ\">Block</a>The company's report states that,<a href=\"https://laohu8.com/S/SQ\">Block</a>Seriously exaggerate the number of real users and underestimate its customer acquisition cost.</p><p><b>European Market</b></p><p>Major European stock indexes fell collectively. As of press time, Germany's DAX30 index fell 2.36%, and France's CAC40 fell 2.27%.<img src=\"https://static.tigerbbs.com/f8af27d1a389e96a783302d2d6dad5d9\" tg-width=\"822\" tg-height=\"356\" referrerpolicy=\"no-referrer\"/><b>crude oil</b></p><p>International oil prices fell, with U.S. oil reporting at $67.55/barrel, an intraday decrease of 3.44%; Brent oil is now trading at $73.49 per barrel, an intraday decrease of 3.19%.</p><p>The dollar is relatively weak as demand for commodities from China, the world's largest oil importer, is surging<a href=\"https://laohu8.com/S/GS\">Goldman Sachs</a>Bullish oil price outlook, boosting bull morale. However,<a href=\"https://laohu8.com/S/USEG\">US Energy</a>Secretary Granholm said replenishment of the U.S. Strategic Petroleum Reserve (SPR) could take years, raising concerns about a potential oversupply. Russia's continued supply of crude oil to the global market has also increased pressure on the oil market. Investors still need to beware of the possibility of oil prices returning to the decline.</p><p><b>Gold</b></p><p>Spot gold rose 0.15% during the day to $1,998.50 an ounce.</p><p>The influence of the Federal Reserve's dovish rate hike has subsided, the turmoil in the European and American banking industries has also eased, and the long-short wait-and-see sentiment has become stronger. Although the U.S. dollar bottomed out overnight and rebounded, some bulls were scruples, it is expected that the gold price will still have the opportunity to fluctuate higher in the market outlook, because in the medium and long term, the market generally expects that global central banks have entered the end of the rate hike cycle, expectations of interest rate cuts during the year will heat up, and U.S. bond yields will continue to weaken, and safe-haven demand for gold will also support gold prices.</p><p></body></html></p>","collect":0,"html":"<!DOCTYPE html>\n<html>\n<head>\n<meta http-equiv=\"Content-Type\" content=\"text/html; charset=utf-8\" />\n<meta name=\"viewport\" content=\"width=device-width,initial-scale=1.0,minimum-scale=1.0,maximum-scale=1.0,user-scalable=no\"/>\n<meta name=\"format-detection\" content=\"telephone=no,email=no,address=no\" />\n<title>Pre-market | Panic wave repeats! European and American bank stocks collapsed again, this time the focus is on Deutsche Bank! Crude oil also fell sharply</title>\n<style type=\"text/css\">\na,abbr,acronym,address,applet,article,aside,audio,b,big,blockquote,body,canvas,caption,center,cite,code,dd,del,details,dfn,div,dl,dt,\nem,embed,fieldset,figcaption,figure,footer,form,h1,h2,h3,h4,h5,h6,header,hgroup,html,i,iframe,img,ins,kbd,label,legend,li,mark,menu,nav,\nobject,ol,output,p,pre,q,ruby,s,samp,section,small,span,strike,strong,sub,summary,sup,table,tbody,td,tfoot,th,thead,time,tr,tt,u,ul,var,video{ font:inherit;margin:0;padding:0;vertical-align:baseline;border:0 }\nbody{ font-size:16px; line-height:1.5; color:#999; background:transparent; }\n.wrapper{ overflow:hidden;word-break:break-all;padding:10px; }\nh1,h2{ font-weight:normal; line-height:1.35; margin-bottom:.6em; }\nh3,h4,h5,h6{ line-height:1.35; margin-bottom:1em; }\nh1{ font-size:24px; }\nh2{ font-size:20px; }\nh3{ font-size:18px; }\nh4{ font-size:16px; }\nh5{ font-size:14px; }\nh6{ font-size:12px; }\np,ul,ol,blockquote,dl,table{ margin:1.2em 0; }\nul,ol{ margin-left:2em; }\nul{ list-style:disc; }\nol{ list-style:decimal; }\nli,li p{ margin:10px 0;}\nimg{ max-width:100%;display:block;margin:0 auto 1em; }\nblockquote{ color:#B5B2B1; border-left:3px solid #aaa; padding:1em; }\nstrong,b{font-weight:bold;}\nem,i{font-style:italic;}\ntable{ width:100%;border-collapse:collapse;border-spacing:1px;margin:1em 0;font-size:.9em; }\nth,td{ padding:5px;text-align:left;border:1px solid #aaa; }\nth{ font-weight:bold;background:#5d5d5d; }\n.symbol-link{font-weight:bold;}\n/* header{ border-bottom:1px solid #494756; } */\n.title{ margin:0 0 8px;line-height:1.3;color:#ddd; }\n.meta {color:#5e5c6d;font-size:13px;margin:0 0 .5em; }\na{text-decoration:none; color:#2a4b87;}\n.meta .head { display: inline-block; overflow: hidden}\n.head .h-thumb { width: 30px; height: 30px; margin: 0; padding: 0; border-radius: 50%; float: left;}\n.head .h-content { margin: 0; padding: 0 0 0 9px; float: left;}\n.head .h-name {font-size: 13px; color: #eee; margin: 0;}\n.head .h-time {font-size: 12.5px; color: #7E829C; margin: 0;}\n.small {font-size: 12.5px; display: inline-block; transform: scale(0.9); -webkit-transform: scale(0.9); transform-origin: left; -webkit-transform-origin: left;}\n.smaller {font-size: 12.5px; display: inline-block; transform: scale(0.8); -webkit-transform: scale(0.8); transform-origin: left; -webkit-transform-origin: left;}\n.bt-text {font-size: 12px;margin: 1.5em 0 0 0}\n.bt-text p {margin: 0}\n</style>\n</head>\n<body>\n<div class=\"wrapper\">\n<header>\n<h2 class=\"title\">\nPre-market | Panic wave repeats! European and American bank stocks collapsed again, this time the focus is on Deutsche Bank! Crude oil also fell sharply\n</h2>\n<h4 class=\"meta\">\n<a class=\"head\" href=\"https://laohu8.com/wemedia/102\">\n\n<div class=\"h-thumb\" style=\"background-image:url(https://static.tigerbbs.com/8274c5b9d4c2852bfb1c4d6ce16c68ba);background-size:cover;\"></div>\n\n<div class=\"h-content\">\n<p class=\"h-name\">老虎资讯综合 </p>\n<p class=\"h-time smaller\">2023-03-24 20:27</p>\n</div>\n</a>\n</h4>\n</header>\n<article>\n<p><html><head></head><body><b>Abstract: U.S. stock index futures fell, and major European stock indexes fell collectively; European and American bank stocks fell,<a href=\"https://laohu8.com/S/DB\">Deutsche Bank</a>Fell more than 10%.</b>On March 24, U.S. stock index futures fell, with Dow futures falling 1.02%, S&P 500 falling 0.85%, and Nasdaq futures falling 0.54%.<img src=\"https://static.tigerbbs.com/b95f0ed361e1d88d33f781577a70878f\" tg-width=\"432\" tg-height=\"197\" referrerpolicy=\"no-referrer\"/><b>Pre-market news</b></p><p>Sources said that Swiss authorities and<a href=\"https://laohu8.com/S/UBS\">UBS</a>Strive to complete the project with<a href=\"https://laohu8.com/S/CS\">Credit Suisse</a>Of the transactions.</p><p>OpenAI announced the launch of plug-in functions, giving ChatGPT the ability to use tools, network, and run computing, and can interact with more than 5,000 applications.</p><p>UK Competition and Markets Authority says new evidence eases concerns about<a href=\"https://laohu8.com/S/MSFT\">Microsoft</a>And<a href=\"https://laohu8.com/S/ATVI\">Activision Blizzard</a>Deal concerns, the final report will be released before April 26.<b>(Activision Blizzard rose more than 5% before the market)</b></p><p>The U.S. Justice Department is investigating whether financial professionals helped Russian oligarchs evade sanctions, and banks such as Credit Suisse and UBS are under investigation, sources said.</p><p><a href=\"https://laohu8.com/S/SQ\">Block</a>In response to being shorted, it said it intended to work with the US Securities and Exchange Commission to discuss the possibility of legal action against Hindenburg.</p><p><a href=\"https://laohu8.com/S/TSLA\">Tesla</a>Automobile (Beijing) Co., Ltd. expanded its recall of some imported Model S electric vehicles, totaling 2,649 vehicles.</p><p><a href=\"https://laohu8.com/S/MCO\">Moody's</a>: downward<a href=\"https://laohu8.com/S/FRC\">First Republic Bank</a>The sponsor rating may be further downgraded in the future.</p><p><a href=\"https://laohu8.com/S/LI\">Li Auto</a>Official Weibo: As of March 24, 2023, Li Auto has delivered more than 300,000 vehicles, creating the fastest new force<a href=\"https://laohu8.com/S/DLX\">Luxurious</a>Brand delivery record.</p><p><b>Binance has problems with spot trading and has been suspended, cryptocurrency markets plummet in response</b></p><p>Binance, the world's largest cryptocurrency exchange, has glitched and its spot order book data has not been updated for a long time. Binance said on its social platform that there is an issue affecting Binance's spot trading. In an effort to resolve this issue as soon as possible, all spot trading is currently temporarily suspended. However, Binance CEO Changpeng Zhao later stated that the preliminary analysis of the Binance matching engine failed when tracking stop-loss orders, and it is expected to recover in 30-120 minutes. As of press time, Bitcoin fell 4% and once hit $27,300, Ethereum fell 5% and once hit $1,720, and Dogecoin and Ripple both fell more than 5%. Binance platform currency (BNB) fell more than 3% on other platforms.</p><p><b>Bank Stocks Plunge Again! The most turbulent this time<a href=\"https://laohu8.com/S/00360\">New Focus</a>It's Deutsche Bank, Deutsche Bank AT1 bonds were sold sharply this week!</b></p><p>Deutsche Bank's CDS (credit default swap) continued to rise to 173 basis points on Thursday, compared with 142 basis points on Wednesday, according to data from S&P Market Intelligence. Refinitiv added,<b>This fluctuation is also<a href=\"https://laohu8.com/S/0H7D.UK\">Deutsche Bank</a>Biggest One-Day Gain Ever for Bank CDS</b>。</p><p>The bond market is equally jittery. According to data from Tradeweb, the trading price of Deutsche Bank's AT1 bond with a coupon rate of 7.5% has fallen to 74 cents (a coupon of $1), and the implied yield behind it has doubled in the past two weeks. However, the main reason for the decline of such bonds is that Switzerland's full write-down of Credit Suisse AT1 bonds has a greater impact.</p><p>In order to stabilize market sentiment,<a href=\"https://laohu8.com/S/DB\">Deutsche Bank</a>Also announced on Friday the early redemption of a T2 bond due 2028 totaling $1.5 billion.</p><p><p class=\"t-img-caption\"><img src=\"https://static.tigerbbs.com/a98166a4c9ad106c779f79539be8dd52\" tg-width=\"1643\" tg-height=\"838\" referrerpolicy=\"no-referrer\"/><span>(Source: Deutsche Bank)</span></p><p><b>Premarket Quotes</b></p><p>European and American bank stocks fell before the market,<a href=\"https://laohu8.com/S/0H7D.UK\">Deutsche Bank</a>Fell more than 10%,<a href=\"https://laohu8.com/S/CS\">Credit Suisse</a>Fell more than 5%,<a href=\"https://laohu8.com/S/UBS\">UBS</a>Fell more than 4%,<a href=\"https://laohu8.com/S/FRC\">First Republic Bank</a>、<a href=\"https://laohu8.com/S/WAL\">Alliance Western Bank</a>、<a href=\"https://laohu8.com/S/SI\">Silvergate Capital</a>Fell more than 3%.<a href=\"https://laohu8.com/S/SPGI\">S&P Global</a>Market intelligence firm: Deutsche Bank's five-year credit default swaps (CDS) rose 30 basis points from Thursday's close to 558 basis points.</p><p><a href=\"https://laohu8.com/S/MRVL\">Maiwell Technology</a>It fell more than 2% before the market and announced the layoffs of 320 employees.</p><p>Faraday Future rose more than 2% before the market. The company announced the start of the countdown to the start of production of the FF 91 Futurist. The model will start production on March 29, 2023, US time (March 30, Beijing time).</p><p><a href=\"https://laohu8.com/S/SQ\">Block</a>It fell nearly 3% before the market, and the stock fell more than 14% on the previous trading day. Hindenburg releases short<a href=\"https://laohu8.com/S/SQ\">Block</a>The company's report states that,<a href=\"https://laohu8.com/S/SQ\">Block</a>Seriously exaggerate the number of real users and underestimate its customer acquisition cost.</p><p><b>European Market</b></p><p>Major European stock indexes fell collectively. As of press time, Germany's DAX30 index fell 2.36%, and France's CAC40 fell 2.27%.<img src=\"https://static.tigerbbs.com/f8af27d1a389e96a783302d2d6dad5d9\" tg-width=\"822\" tg-height=\"356\" referrerpolicy=\"no-referrer\"/><b>crude oil</b></p><p>International oil prices fell, with U.S. oil reporting at $67.55/barrel, an intraday decrease of 3.44%; Brent oil is now trading at $73.49 per barrel, an intraday decrease of 3.19%.</p><p>The dollar is relatively weak as demand for commodities from China, the world's largest oil importer, is surging<a href=\"https://laohu8.com/S/GS\">Goldman Sachs</a>Bullish oil price outlook, boosting bull morale. However,<a href=\"https://laohu8.com/S/USEG\">US Energy</a>Secretary Granholm said replenishment of the U.S. Strategic Petroleum Reserve (SPR) could take years, raising concerns about a potential oversupply. Russia's continued supply of crude oil to the global market has also increased pressure on the oil market. Investors still need to beware of the possibility of oil prices returning to the decline.</p><p><b>Gold</b></p><p>Spot gold rose 0.15% during the day to $1,998.50 an ounce.</p><p>The influence of the Federal Reserve's dovish rate hike has subsided, the turmoil in the European and American banking industries has also eased, and the long-short wait-and-see sentiment has become stronger. Although the U.S. dollar bottomed out overnight and rebounded, some bulls were scruples, it is expected that the gold price will still have the opportunity to fluctuate higher in the market outlook, because in the medium and long term, the market generally expects that global central banks have entered the end of the rate hike cycle, expectations of interest rate cuts during the year will heat up, and U.S. bond yields will continue to weaken, and safe-haven demand for gold will also support gold prices.</p><p></body></html></p>\n</article>\n</div>\n</body>\n</html>\n","type":0,"thumbnail":"https://static.tigerbbs.com/ed4ee39e6b0f45214393093d70ba81a8","relate_stocks":{"UCO":"二倍做多彭博原油ETF","BK4585":"ETF&股票定投概念",".DJI":"道琼斯","BK4570":"地缘局势概念股","DWT":"三倍做空原油ETN","SCO":"二倍做空彭博原油指数ETF",".SPX":"S&P 500 Index","DUG":"二倍做空石油与天然气ETF(ProShares)","DDG":"ProShares做空石油与天然气ETF",".IXIC":"NASDAQ Composite","DB":"德意志银行","BK4588":"碎股","USO":"美国原油ETF"},"source_url":"","is_english":false,"share_image_url":"https://static.laohu8.com/e9f99090a1c2ed51c021029395664489","article_id":"1150139689","content_text":"摘要:美股股指期货下跌,欧洲主要股指集体下跌;欧美银行股走低,德意志银行跌超10%。3月24日,美股股指期货下跌,道指期货跌1.02%,标普500指数跌0.85%,纳指期货跌0.54%。盘前要闻消息人士称,瑞士当局和瑞银力争最快在4月底完成与瑞士信贷的交易。OpenAI宣布推出插件功能,赋予ChatGPT使用工具、联网、运行计算的能力,可与超5000个应用交互。英国竞争和市场管理局称新证据缓解了对微软和动视暴雪交易的担忧,最终报告将于4月26日前发布。(动视暴雪盘前涨超5%)消息人士称,美国司法部正在调查金融专业人士是否帮助俄罗斯寡头逃避制裁,瑞士信贷和瑞银等银行正在接受调查。Block回应被做空,称打算与美国证券交易委员会合作,讨论对兴登堡采取法律行动的可能。特斯拉汽车(北京)有限公司扩大召回部分进口Model S电动汽车,共计2649辆。穆迪:下调第一共和银行的发起人评级,未来可能会进一步下调该评级。理想汽车官微:截至2023年3月24日,理想汽车累计交付超过30万辆,创最快新势力豪华品牌交付纪录。币安现货交易出现问题已暂停 加密货币市场应声大跌全球最大的加密货币交易所币安(Binance)出现故障,其现货订单簿数据已长时间未更新。币安在其社交平台表示,有一个问题影响到Binance的现货交易。在努力尽快解决这个问题的过程中,所有现货交易目前暂时停止。不过,币安CEO赵长鹏随后表示,初步分析Binance匹配引擎在追踪止损订单时出现故障,预计30-120分钟可恢复。截至发稿,比特币跌4%一度触及27300美元,以太坊跌5%一度触及1720美元,狗狗币、瑞波币均跌超5%。币安平台币(BNB)在其他平台跌超3%。银行股再次暴跌!这次动荡的最新焦点是德银,德银AT1债券本周遭大幅抛售!根据标普市场情报的数据,本周四德银的CDS(信贷违约互换)继续上冲至173基点,而周三时的价格为142个基点。路孚特对此补充称,这个波动也是德意志银行银行CDS有史以来的最大单日涨幅。债券市场也同样风声鹤唳。Tradeweb的数据显示,德银票面利率为7.5%的AT1债券交易价格已经跌至74美分(票面为1美元),背后隐含的收益率已经在过去两周内翻番。不过这类债券下跌的主要原因,还是瑞士全额减计瑞信AT1债券的影响更大一些。为了稳定市场情绪,德意志银行也在周五宣布,提前赎回一笔2028年到期的T2债券,总额为15亿美元。(来源:德意志银行)盘前行情欧美银行股盘前走低,德意志银行跌超10%,瑞士信贷跌超5%,瑞银跌超4%,第一共和银行、阿莱恩斯西部银行、Silvergate Capital跌超3%。标普全球市场情报公司:德意志银行五年期信贷违约掉期(CDS)从周四收盘价上涨30个基点,达到558个基点。迈威尔科技盘前跌超2%,宣布裁员320人。法拉第未来盘前涨超2%,公司宣布启动FF 91 Futurist开始生产倒计时,该车型将于美国时间2023年3月29日(北京时间3月30日)开始生产。Block盘前跌近3%,该股上一交易日跌超14%。兴登堡发布做空Block公司的报告指,Block严重夸大了真实用户数量,低估了其获客成本。欧洲市场欧洲主要股指集体下跌,截至发稿,德国DAX30指数跌2.36%,法国CAC40跌2.27%。原油国际油价下跌,美油报67.55美元/桶,日内跌幅3.44%;布油现报73.49美元/桶,日内跌幅3.19%。美元相对疲软,因为中国作为世界上最大的石油进口国,对大宗商品的需求正在激增高盛看涨油价后市,鼓舞多头士气。不过,美国能源部长格兰霍姆称美国战略石油储备(SPR)的回补可能需要数年时间,引发人们对潜在的供应过剩感到担忧。俄罗斯持续对全球市场供应原油,也增加了油市压力。投资者仍需提防油价重回跌势的可能性。黄金现货黄金日内涨0.15%,报1,998.50美元/盎司。美联储鸽派加息的影响有所消退,欧美银行业的动荡也有所缓解,多空观望情绪渐浓。虽然美元隔夜探底回升令部分多头有所顾忌,但预计金价后市仍有震荡走高的机会,因为中长线来看,市场普遍预期全球央行已经进入加息周期尾期,年内降息预期升温,美债收益率持续走弱,而且黄金的避险需求也将支撑金价。","news_type":1,"symbols_score_info":{"UCO":0.9,"BZmain":0.9,"USO":0.9,".SPX":0.9,".DJI":0.9,"CS":0.9,"DUG":0.9,"DWT":0.9,"QMmain":0.9,"CLmain":0.9,"SCO":0.9,"DDG":0.9,".IXIC":0.9,"DB":0.9}},"isVote":1,"tweetType":1,"viewCount":601,"authorTweetTopStatus":1,"verified":2,"comments":[],"imageCount":0,"langContent":"EN","totalScore":0},{"id":9943786516,"gmtCreate":1679721316135,"gmtModify":1679721319545,"author":{"id":"4142746771171822","authorId":"4142746771171822","name":"一个正常的名称","avatar":"https://community-static.tradeup.com/news/d508b8060163e453a31dfa85a77c4043","crmLevel":1,"crmLevelSwitch":0,"followedFlag":false,"authorIdStr":"4142746771171822","idStr":"4142746771171822"},"themes":[],"htmlText":"Djskskd","listText":"Djskskd","text":"Djskskd","images":[],"top":1,"highlighted":1,"essential":1,"paper":1,"likeSize":0,"commentSize":0,"repostSize":0,"link":"https://ttm.financial/post/9943786516","repostId":"1150139689","repostType":4,"isVote":1,"tweetType":1,"viewCount":808,"authorTweetTopStatus":1,"verified":2,"comments":[],"imageCount":0,"langContent":"EN","totalScore":0},{"id":9943786650,"gmtCreate":1679721300170,"gmtModify":1679721303091,"author":{"id":"4142746771171822","authorId":"4142746771171822","name":"一个正常的名称","avatar":"https://community-static.tradeup.com/news/d508b8060163e453a31dfa85a77c4043","crmLevel":1,"crmLevelSwitch":0,"followedFlag":false,"authorIdStr":"4142746771171822","idStr":"4142746771171822"},"themes":[],"htmlText":"Sksjsksks","listText":"Sksjsksks","text":"Sksjsksks","images":[],"top":1,"highlighted":1,"essential":1,"paper":1,"likeSize":0,"commentSize":0,"repostSize":0,"link":"https://ttm.financial/post/9943786650","repostId":"2322314445","repostType":4,"isVote":1,"tweetType":1,"viewCount":801,"authorTweetTopStatus":1,"verified":2,"comments":[],"imageCount":0,"langContent":"EN","totalScore":0},{"id":9943786112,"gmtCreate":1679721288436,"gmtModify":1679721291246,"author":{"id":"4142746771171822","authorId":"4142746771171822","name":"一个正常的名称","avatar":"https://community-static.tradeup.com/news/d508b8060163e453a31dfa85a77c4043","crmLevel":1,"crmLevelSwitch":0,"followedFlag":false,"authorIdStr":"4142746771171822","idStr":"4142746771171822"},"themes":[],"htmlText":"Zksksldk","listText":"Zksksldk","text":"Zksksldk","images":[],"top":1,"highlighted":1,"essential":1,"paper":1,"likeSize":0,"commentSize":0,"repostSize":0,"link":"https://ttm.financial/post/9943786112","repostId":"2322314445","repostType":4,"repost":{"id":"2322314445","kind":"highlight","pubTimestamp":1679668428,"share":"https://ttm.financial/m/news/2322314445?lang=en_US&edition=fundamental","pubTime":"2023-03-24 22:33","market":"us","language":"zh","title":"They use ChatGPT to engage in autonomous driving, which can tell you \"what am I doing\"","url":"https://stock-news.laohu8.com/highlight/detail?id=2322314445","media":"华尔街见闻","summary":"这是首个基于Transformer的驾驶行为描述框架,可以感知和预测驾驶行为。也就是说,输入车辆视频后,这个算法可以判断车辆行为并告诉你:车在做什么,为什么要这么做。","content":"<p><html><head></head><body>This is the first Transformer-based driving behavior description framework that can perceive and predict driving behavior. That is to say, after inputting the vehicle video, this algorithm can judge the vehicle behavior and tell you: what the vehicle is doing and why it is doing it. Still playing ChatGPT? There are already autonomous driving algorithms that can tell you \"what I'm doing\".</p><p>Autonomous driving algorithms based on vision and neural networks can make independent decisions and control vehicles through sensor data and learn human driving behavior.</p><p><img src=\"https://static.tigerbbs.com/041afa921e19703ac5c5d94fcbce6911\" tg-width=\"835\" tg-height=\"371\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>But, what does the algorithm base its decisions on? Especially when there is a failure, that is, when the decision is wrong,<b>What does the algorithm think?</b>These have always been called \"black boxes\" in autonomous driving algorithms, leaving algorithms lacking<b>Transparency</b>And<b>Interpretability</b>。</p><p>However, now there is such a model that can not only predict the vehicle control behavior, but also explain itself that \"I stopped because the red light was on and there were pedestrians crossing the road\".</p><p>Model papers selected<b>ICRA 2023</b>, the related model has been open source.</p><p>So, what kind of algorithm is it?</p><p>ADAPT: Large model of driving behavior perception illustration</p><p>This is an end-to-end algorithm called ADAPT (Action-aware Driving Caption Transformer). It is also the first driving behavior description framework based on Transformer. It can perceive and predict driving behavior and output natural language narration and reasoning.</p><p><img src=\"https://static.tigerbbs.com/d14b78cf06185e30831a16489673687e\" tg-width=\"1024\" tg-height=\"236\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>To put it bluntly, after inputting the vehicle video, this algorithm can judge the vehicle behavior and tell you: what the vehicle is doing and why it is doing it.</p><p><img src=\"https://static.tigerbbs.com/b3c68b2ede628ca51d283464be6db34a\" tg-width=\"1024\" tg-height=\"697\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>In the test video provided by the author of the paper, the effect of this algorithm when it finally gets on the car is as follows. (Red words are vehicle behavior, blue words are explanations)</p><p>\"The car is moving forward. Because there are no cars on the road.\"</p><p><img src=\"https://static.tigerbbs.com/9565ea027e7d5b6d22f36044cb4a75ab\" tg-width=\"640\" tg-height=\"352\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>After the driving behavior changes, the algorithm can also sense in time:</p><p>\"The car stopped on the left. Because it had to stop.\"</p><p><img src=\"https://static.tigerbbs.com/0fdcabc235fb9217026e2ed132b9dac0\" tg-width=\"480\" tg-height=\"264\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>\"The car starts moving and drives on the right. Because there are cars parked on the left side of the road.\"</p><p><img src=\"https://static.tigerbbs.com/f126158b996b51432597238261d1fa3c\" tg-width=\"640\" tg-height=\"352\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>Algorithms can not only identify intersections, but also people riding bicycles.</p><p>\"The car stopped at the intersection. To avoid the cyclists in the street.\"</p><p><img src=\"https://static.tigerbbs.com/50e658836ff07c2e6970ef4f22fc817f\" tg-width=\"480\" tg-height=\"264\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>How is this achieved?</p><p>Joint training in a multi-task framework</p><p>The ADAPT framework can be divided into two parts:<b>Vehicle behavior description</b>(DCG, Driving Caption Generation) and<b>Vehicle control signal prediction</b>CSP, Control Signal Prediction.</p><p><img src=\"https://static.tigerbbs.com/79a9292142835b9a5f937a263685d52e\" tg-width=\"1024\" tg-height=\"608\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>First, the sensor side inputs video, the Video Swin Transformer encodes the vehicle video, and the obtained video features will be input into each task module.</p><p>In the DCG module, the algorithm uses Vision-Language Transformer to generate two natural statements, which are mentioned above<b>Vehicle behavior description</b>And<b>Reason explanation</b>。</p><p>The same video features will also be input into the CSP module (similar to the general vision-based autonomous driving system), output the actual control signal sequence of the vehicle, and use the Motion Transformer to output the control signals predicted by the model, such as speed, direction and acceleration.</p><p>In a single network, the author uses the actual control signal sequence of the vehicle and the control signal sequence predicted by the model, and the mean square error of both is used as the loss function of CSP module.</p><p><img src=\"https://static.tigerbbs.com/5d957e380eb3e594586da3522d442646\" tg-width=\"658\" tg-height=\"89\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>Under the multi-task framework, by jointly training DCG and CSP, the difference between vehicle decision-making and text description can be reduced, and the accuracy of control signal prediction can be improved.</p><p>In the paper, the authors used large-scale data sets containing control signals and vehicle video<b>BDD-X</b>On, the effectiveness of ADAPT is verified by machine evaluation and manual evaluation.</p><p>In terms of machine evaluation, indicators commonly used in multiple language tasks such as BLEU4, METEOR, ROUGE-L and CIDEr (the corresponding abbreviations are B4, M, R, and C respectively) are used.</p><p><img src=\"https://static.tigerbbs.com/0c8d1f7f18af16711377cdd075ad1f20\" tg-width=\"1024\" tg-height=\"511\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>It ultimately showed that ADAPT reached<b>Current optimal</b>(State-of-the-Art) results, ADAPT is 31.7 higher than the original advanced method CIDEr in action description and 33.1 higher in cause explanation.</p><p><img src=\"https://static.tigerbbs.com/f8703b85c71a39802b13bd33f16b4460\" tg-width=\"1024\" tg-height=\"369\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>Manual evaluation is divided into three parts: action description, reason explanation and whole sentence. Through manual judgment, the accuracy of ADAPT in these three parts reached 90%, 90.3% and 82.7% respectively, which proved the effectiveness of ADAPT.</p><p><img src=\"https://static.tigerbbs.com/72cfd3835bdf73236951dc3b8b3adff1\" tg-width=\"1011\" tg-height=\"1110\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>In the visual results, it can also be seen that ADAPT can accurately identify vehicle behavior and decision-making reasons. And ADAPT can also guarantee accuracy in scenarios such as dark night and rainy days; ADAPT can identify stop signs on the road even with wiper interference.</p><p>Why do you need ADAPT?</p><p>Explainability of autonomous driving behavior</p><p>In vision-based autonomous driving algorithms, the more common explanation maps include visual Attention Map (Attention Map) or Cost Volume map (Cost Volume), but people who are unfamiliar with autonomous driving algorithms are prone to misunderstanding these maps.</p><p><img src=\"https://static.tigerbbs.com/1e9ccd66571adbd570030799c91b209d\" tg-width=\"1024\" tg-height=\"1047\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>Upper: Visual Attention Map; Below: Cost Quantity Chart</p><p>Therefore, ADAPT, an algorithm that can generate natural language and \"speak human language\", can help users better understand what autonomous driving algorithms are doing and why they are doing it, and at the same time make users trust autonomous driving technology more.</p><p>For algorithm engineers and researchers, when extreme situations occur or failures occur (such as judgment errors), ADAPT can help them obtain more information and improve algorithms.</p><p><img src=\"https://static.tigerbbs.com/77eeff034e692a6e6193573748cfa284\" tg-width=\"1024\" tg-height=\"398\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>The authors will further study how to deploy ADAPT on simulators and actual vehicles, and how to use text-to-speech technology to convert generated sentences into speech to help ordinary passengers, especially visually impaired passengers.</p><p></body></html></p>","source":"wallstreetcn_api","collect":0,"html":"<!DOCTYPE html>\n<html>\n<head>\n<meta http-equiv=\"Content-Type\" content=\"text/html; charset=utf-8\" />\n<meta name=\"viewport\" content=\"width=device-width,initial-scale=1.0,minimum-scale=1.0,maximum-scale=1.0,user-scalable=no\"/>\n<meta name=\"format-detection\" content=\"telephone=no,email=no,address=no\" />\n<title>They use ChatGPT to engage in autonomous driving, which can tell you \"what am I doing\"</title>\n<style type=\"text/css\">\na,abbr,acronym,address,applet,article,aside,audio,b,big,blockquote,body,canvas,caption,center,cite,code,dd,del,details,dfn,div,dl,dt,\nem,embed,fieldset,figcaption,figure,footer,form,h1,h2,h3,h4,h5,h6,header,hgroup,html,i,iframe,img,ins,kbd,label,legend,li,mark,menu,nav,\nobject,ol,output,p,pre,q,ruby,s,samp,section,small,span,strike,strong,sub,summary,sup,table,tbody,td,tfoot,th,thead,time,tr,tt,u,ul,var,video{ font:inherit;margin:0;padding:0;vertical-align:baseline;border:0 }\nbody{ font-size:16px; line-height:1.5; color:#999; background:transparent; }\n.wrapper{ overflow:hidden;word-break:break-all;padding:10px; }\nh1,h2{ font-weight:normal; 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overflow: hidden}\n.head .h-thumb { width: 30px; height: 30px; margin: 0; padding: 0; border-radius: 50%; float: left;}\n.head .h-content { margin: 0; padding: 0 0 0 9px; float: left;}\n.head .h-name {font-size: 13px; color: #eee; margin: 0;}\n.head .h-time {font-size: 12.5px; color: #7E829C; margin: 0;}\n.small {font-size: 12.5px; display: inline-block; transform: scale(0.9); -webkit-transform: scale(0.9); transform-origin: left; -webkit-transform-origin: left;}\n.smaller {font-size: 12.5px; display: inline-block; transform: scale(0.8); -webkit-transform: scale(0.8); transform-origin: left; -webkit-transform-origin: left;}\n.bt-text {font-size: 12px;margin: 1.5em 0 0 0}\n.bt-text p {margin: 0}\n</style>\n</head>\n<body>\n<div class=\"wrapper\">\n<header>\n<h2 class=\"title\">\nThey use ChatGPT to engage in autonomous driving, which can tell you \"what am I doing\"\n</h2>\n<h4 class=\"meta\">\n<p class=\"head\">\n<strong class=\"h-name small\">华尔街见闻</strong><span class=\"h-time small\">2023-03-24 22:33</span>\n</p>\n</h4>\n</header>\n<article>\n<p><html><head></head><body>This is the first Transformer-based driving behavior description framework that can perceive and predict driving behavior. That is to say, after inputting the vehicle video, this algorithm can judge the vehicle behavior and tell you: what the vehicle is doing and why it is doing it. Still playing ChatGPT? There are already autonomous driving algorithms that can tell you \"what I'm doing\".</p><p>Autonomous driving algorithms based on vision and neural networks can make independent decisions and control vehicles through sensor data and learn human driving behavior.</p><p><img src=\"https://static.tigerbbs.com/041afa921e19703ac5c5d94fcbce6911\" tg-width=\"835\" tg-height=\"371\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>But, what does the algorithm base its decisions on? Especially when there is a failure, that is, when the decision is wrong,<b>What does the algorithm think?</b>These have always been called \"black boxes\" in autonomous driving algorithms, leaving algorithms lacking<b>Transparency</b>And<b>Interpretability</b>。</p><p>However, now there is such a model that can not only predict the vehicle control behavior, but also explain itself that \"I stopped because the red light was on and there were pedestrians crossing the road\".</p><p>Model papers selected<b>ICRA 2023</b>, the related model has been open source.</p><p>So, what kind of algorithm is it?</p><p>ADAPT: Large model of driving behavior perception illustration</p><p>This is an end-to-end algorithm called ADAPT (Action-aware Driving Caption Transformer). It is also the first driving behavior description framework based on Transformer. It can perceive and predict driving behavior and output natural language narration and reasoning.</p><p><img src=\"https://static.tigerbbs.com/d14b78cf06185e30831a16489673687e\" tg-width=\"1024\" tg-height=\"236\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>To put it bluntly, after inputting the vehicle video, this algorithm can judge the vehicle behavior and tell you: what the vehicle is doing and why it is doing it.</p><p><img src=\"https://static.tigerbbs.com/b3c68b2ede628ca51d283464be6db34a\" tg-width=\"1024\" tg-height=\"697\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>In the test video provided by the author of the paper, the effect of this algorithm when it finally gets on the car is as follows. (Red words are vehicle behavior, blue words are explanations)</p><p>\"The car is moving forward. Because there are no cars on the road.\"</p><p><img src=\"https://static.tigerbbs.com/9565ea027e7d5b6d22f36044cb4a75ab\" tg-width=\"640\" tg-height=\"352\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>After the driving behavior changes, the algorithm can also sense in time:</p><p>\"The car stopped on the left. Because it had to stop.\"</p><p><img src=\"https://static.tigerbbs.com/0fdcabc235fb9217026e2ed132b9dac0\" tg-width=\"480\" tg-height=\"264\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>\"The car starts moving and drives on the right. Because there are cars parked on the left side of the road.\"</p><p><img src=\"https://static.tigerbbs.com/f126158b996b51432597238261d1fa3c\" tg-width=\"640\" tg-height=\"352\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>Algorithms can not only identify intersections, but also people riding bicycles.</p><p>\"The car stopped at the intersection. To avoid the cyclists in the street.\"</p><p><img src=\"https://static.tigerbbs.com/50e658836ff07c2e6970ef4f22fc817f\" tg-width=\"480\" tg-height=\"264\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>How is this achieved?</p><p>Joint training in a multi-task framework</p><p>The ADAPT framework can be divided into two parts:<b>Vehicle behavior description</b>(DCG, Driving Caption Generation) and<b>Vehicle control signal prediction</b>CSP, Control Signal Prediction.</p><p><img src=\"https://static.tigerbbs.com/79a9292142835b9a5f937a263685d52e\" tg-width=\"1024\" tg-height=\"608\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>First, the sensor side inputs video, the Video Swin Transformer encodes the vehicle video, and the obtained video features will be input into each task module.</p><p>In the DCG module, the algorithm uses Vision-Language Transformer to generate two natural statements, which are mentioned above<b>Vehicle behavior description</b>And<b>Reason explanation</b>。</p><p>The same video features will also be input into the CSP module (similar to the general vision-based autonomous driving system), output the actual control signal sequence of the vehicle, and use the Motion Transformer to output the control signals predicted by the model, such as speed, direction and acceleration.</p><p>In a single network, the author uses the actual control signal sequence of the vehicle and the control signal sequence predicted by the model, and the mean square error of both is used as the loss function of CSP module.</p><p><img src=\"https://static.tigerbbs.com/5d957e380eb3e594586da3522d442646\" tg-width=\"658\" tg-height=\"89\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>Under the multi-task framework, by jointly training DCG and CSP, the difference between vehicle decision-making and text description can be reduced, and the accuracy of control signal prediction can be improved.</p><p>In the paper, the authors used large-scale data sets containing control signals and vehicle video<b>BDD-X</b>On, the effectiveness of ADAPT is verified by machine evaluation and manual evaluation.</p><p>In terms of machine evaluation, indicators commonly used in multiple language tasks such as BLEU4, METEOR, ROUGE-L and CIDEr (the corresponding abbreviations are B4, M, R, and C respectively) are used.</p><p><img src=\"https://static.tigerbbs.com/0c8d1f7f18af16711377cdd075ad1f20\" tg-width=\"1024\" tg-height=\"511\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>It ultimately showed that ADAPT reached<b>Current optimal</b>(State-of-the-Art) results, ADAPT is 31.7 higher than the original advanced method CIDEr in action description and 33.1 higher in cause explanation.</p><p><img src=\"https://static.tigerbbs.com/f8703b85c71a39802b13bd33f16b4460\" tg-width=\"1024\" tg-height=\"369\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>Manual evaluation is divided into three parts: action description, reason explanation and whole sentence. Through manual judgment, the accuracy of ADAPT in these three parts reached 90%, 90.3% and 82.7% respectively, which proved the effectiveness of ADAPT.</p><p><img src=\"https://static.tigerbbs.com/72cfd3835bdf73236951dc3b8b3adff1\" tg-width=\"1011\" tg-height=\"1110\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>In the visual results, it can also be seen that ADAPT can accurately identify vehicle behavior and decision-making reasons. And ADAPT can also guarantee accuracy in scenarios such as dark night and rainy days; ADAPT can identify stop signs on the road even with wiper interference.</p><p>Why do you need ADAPT?</p><p>Explainability of autonomous driving behavior</p><p>In vision-based autonomous driving algorithms, the more common explanation maps include visual Attention Map (Attention Map) or Cost Volume map (Cost Volume), but people who are unfamiliar with autonomous driving algorithms are prone to misunderstanding these maps.</p><p><img src=\"https://static.tigerbbs.com/1e9ccd66571adbd570030799c91b209d\" tg-width=\"1024\" tg-height=\"1047\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>Upper: Visual Attention Map; Below: Cost Quantity Chart</p><p>Therefore, ADAPT, an algorithm that can generate natural language and \"speak human language\", can help users better understand what autonomous driving algorithms are doing and why they are doing it, and at the same time make users trust autonomous driving technology more.</p><p>For algorithm engineers and researchers, when extreme situations occur or failures occur (such as judgment errors), ADAPT can help them obtain more information and improve algorithms.</p><p><img src=\"https://static.tigerbbs.com/77eeff034e692a6e6193573748cfa284\" tg-width=\"1024\" tg-height=\"398\" referrerpolicy=\"no-referrer\" width=\"100%\" height=\"auto\"/></p><p>The authors will further study how to deploy ADAPT on simulators and actual vehicles, and how to use text-to-speech technology to convert generated sentences into speech to help ordinary passengers, especially visually impaired passengers.</p><p></body></html></p>\n<div class=\"bt-text\">\n\n\n<p> source:<a href=\"https://wallstreetcn.com/articles/3684853\">华尔街见闻</a></p>\n\n\n</div>\n</article>\n</div>\n</body>\n</html>\n","type":0,"thumbnail":"https://wpimg-wscn.awtmt.com/1f7e0c63-5923-4dff-8d60-ab2f7ca5d931.gif?imageView2/1/w/340/h/340","relate_stocks":{},"source_url":"https://wallstreetcn.com/articles/3684853","is_english":false,"share_image_url":"https://static.laohu8.com/e9f99090a1c2ed51c021029395664489","article_id":"2322314445","content_text":"这是首个基于Transformer的驾驶行为描述框架,可以感知和预测驾驶行为。也就是说,输入车辆视频后,这个算法可以判断车辆行为并告诉你:车在做什么,为什么要这么做。还在玩ChatGPT?已经有自动驾驶算法能告诉你“我在干嘛”。基于视觉和神经网络的自动驾驶算法,虽然能通过传感器数据,以及学习人类的驾驶行为,自主决策并控制车辆。但是,算法基于什么做出的决策?特别是出现故障,也就是决策错误的时候,算法是怎么想的?这些一直被称为自动驾驶算法里的“黑匣子”,让算法缺乏透明度和可解释性。不过,现在有这么一个模型,既能预测车辆控制行为,还能自己解释“我停车是因为红灯亮了,并且有行人在过马路”。模型论文入选ICRA 2023,相关模型已开源。那么,是一个什么样的算法?ADAPT:驾驶行为感知说明大模型这是一种叫ADAPT(Action-aware Driving Caption Transformer)的端到端算法,也是目前第一个基于Transformer的驾驶行为描述框架,可以感知和预测驾驶行为,并且输出自然语言叙述和推理。直白一点说,输入车辆视频后,这个算法可以判断车辆行为并告诉你:车在做什么,为什么要这么做。在论文作者提供的测试视频里,这个算法最终上车的效果是这样的。(红色字是车辆行为,蓝色字是解释)“车在向前开。因为路上没有车。”驾驶行为变化后,算法也能及时感知:“车靠左边停下了。因为要停车。”“车开始移动并且靠右行驶。因为路左边停着车。”算法不仅能识别路口,也能识别骑着车的人。“车在十字路口停下了。因为要避开街上骑着自行车的人,”这是怎么实现的?多任务框架下的联合训练ADAPT框架可以分为两个部分:车辆行为描述(DCG,Driving Caption Generation)和车辆控制信号预测(CSP,Control Signal Prediction)。首先,传感器端输入视频,Video Swin Transformer对车辆视频进行编码,得到的视频特征会输入进各任务模块里。在DCG模块,算法利用Vision-Language Transformer生成两个自然语句,也就是上文中提到的车辆行为描述和原因解释。相同的视频特征也会输入进CSP模块(类似一般基于视觉的自动驾驶系统),输出车辆实际的控制信号序列,并利用Motion Transformer输出模型预测的控制信号,比如速度、方向和加速度。在单个网络中,作者利用车辆实际的控制信号序列和模型预测的控制信号序列,两者的均方误差作为CSP模块的损失函数。而在多任务框架下,通过联合训练DCG和CSP,可以减少车辆决策和文本描述之间的差异,提高控制信号预测的准确率。论文里,作者们在包含控制信号和车辆视频的大规模数据集BDD-X上,利用机器评测和人工评测验证了ADAPT的有效性。机器评测方面,使用的是BLEU4、METEOR、ROUGE-L和CIDEr(对应缩写分别为B4、M、R、C)等多种语言任务常用的指标。最终显示ADAPT达到了当前最优(State-of-the-Art)的结果,ADAPT在动作描述方面比原有先进方法CIDEr高出31.7,在原因解释方面高33.1。人工评测分为动作描述、原因解释和全句三个部分。通过人工判断,ADAPT在这三部分的准确性分别达到了90%,90.3%和82.7%,证明了ADAPT的有效性。在可视化结果里,也能看出ADAPT可以准确识别车辆行为以及决策原因。并且在黑夜、阴雨天等场景下,ADAPT也能保证准确度;即使有雨刷器干扰,ADAPT也可以识别道路上的停止标识。为什么需要ADAPT?自动驾驶行为的可解释性在基于视觉的自动驾驶算法里,比较常见的解释图有视觉注意图(Attention Map),或者成本量图(Cost 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