耶鲁大学教你使用人工智能
指南者留学 2023-04-28 15:22:07 阅读量:1257
<p>指南者留学全国统一咨询热线:<a href="tel:4001831832" style="color:#1677ff; text-decoration:none;">400-183-1832</a>,全国各地区、各分公司联系方式均为此号码。</p><section style="font-size: 16px;" data-role="outer"> <section style="box-sizing: border-box; text-align: justify; font-size: 16px;"> <section style="margin: 5px 0% 10px; display: flex; flex-flow: row nowrap; text-align: left; justify-content: flex-start; box-sizing: border-box;"> <section style="display: inline-block; vertical-align: top; width: 60px; height: auto; box-shadow: rgba(255, 255, 255, 0) 0px 0px 0px; flex: 0 0 auto; align-self: flex-start; z-index: 1; border-width: 0px; box-sizing: border-box;"> <section style="box-sizing: border-box;"> <section style="display: inline-block; width: 50px; height: 50px; vertical-align: top; overflow: hidden; border-radius: 50%; box-shadow: rgba(255, 255, 255, 0) 2px 3px 0px; padding: 4px; background-image: linear-gradient(-225deg, #69eacb 0%, #eaccf8 48%, #6654f1 100%); box-sizing: border-box; border: 0px none #3e3e3e;"> <section style="text-align: center; font-size: 26px; color: #ffffff; box-sizing: border-box;"> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><strong style="box-sizing: border-box;">问</strong></p> </section> </section> </section> </section> <section style="display: inline-block; vertical-align: top; width: auto; box-shadow: rgba(255, 255, 255, 0) 0px 0px 0px; padding: 10px 20px; height: auto; background-color: #050822; align-self: flex-start; flex: 100 100 0%; margin: 30px 30px 0px -30px; box-sizing: border-box; border: 1px solid #0f4d92;"> <section style="color: #ffffff; font-size: 17px; text-align: justify; line-height: 1.8; box-sizing: border-box;"> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><strong style="box-sizing: border-box;">最近火爆全网的人工智能工具ChatGPT究竟是什么???ChatGPT是什么的缩写?</strong></p> </section> </section> </section> <section style="margin: 5px 0% 10px; text-align: right; justify-content: flex-end; display: flex; flex-flow: row nowrap; box-sizing: border-box;"> <section style="display: inline-block; vertical-align: top; width: auto; align-self: flex-start; box-shadow: rgba(255, 255, 255, 0) 0px 0px 0px; padding: 15px 20px; flex: 100 100 0%; height: auto; background-color: #050822; margin: 30px -30px 0px 30px; box-sizing: border-box; border: 1px solid #0f4d92;"> <section style="color: #ffffff; text-align: justify; font-size: 15px; line-height: 1.8; box-sizing: border-box;"> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">ChatGPT由OpenAI开发,因其能够毫不费力地操纵和理解人类语言而在各个行业掀起涟漪。ChatGPT是Chat Generative Pre-trained Transformer的缩写,是使用GPT系列LLM开发的应用程序。它利用包含书籍、文章和网站的庞大数据集来根据用户输入生成文本。这些高级自然语言处理(NLP)功能使ChatGPT能够以非常合理的准确性在几乎任何领域提供敏锐的分析。</p> </section> </section> <section style="display: inline-block; vertical-align: top; width: 60px; align-self: flex-start; flex: 0 0 auto; height: auto; box-sizing: border-box;"> <section style="text-align: left; box-sizing: border-box;"> <section style="display: inline-block; width: 50px; height: 50px; vertical-align: top; overflow: hidden; border-radius: 50%; box-shadow: rgba(255, 255, 255, 0) 2px 3px 0px; padding: 4px; background-image: linear-gradient(-225deg, #69eacb 0%, #eaccf8 48%, #6654f1 100%); box-sizing: border-box; border: 0px none #3e3e3e;"> <section style="font-size: 26px; color: #ffffff; text-align: center; box-sizing: border-box;"> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><strong style="box-sizing: border-box;">答</strong></p> </section> </section> </section> </section> </section> <section style="margin: 5px 0% 10px; display: flex; flex-flow: row nowrap; text-align: left; justify-content: flex-start; box-sizing: border-box;"> <section style="display: inline-block; vertical-align: top; width: 60px; height: auto; box-shadow: rgba(255, 255, 255, 0) 0px 0px 0px; flex: 0 0 auto; align-self: flex-start; z-index: 1; border-width: 0px; box-sizing: border-box;"> <section style="box-sizing: border-box;"> <section style="display: inline-block; width: 50px; height: 50px; vertical-align: top; overflow: hidden; border-radius: 50%; box-shadow: rgba(255, 255, 255, 0) 2px 3px 0px; padding: 4px; background-image: linear-gradient(-225deg, #69eacb 0%, #eaccf8 48%, #6654f1 100%); box-sizing: border-box; border: 0px none #3e3e3e;"> <section style="text-align: center; font-size: 26px; color: #ffffff; box-sizing: border-box;"> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><strong style="box-sizing: border-box;">问</strong></p> </section> </section> </section> </section> <section style="display: inline-block; vertical-align: top; width: auto; box-shadow: rgba(255, 255, 255, 0) 0px 0px 0px; padding: 10px 20px; height: auto; background-color: #050822; align-self: flex-start; flex: 100 100 0%; margin: 30px 30px 0px -30px; box-sizing: border-box; border: 1px solid #0f4d92;"> <section style="color: #ffffff; font-size: 17px; text-align: justify; line-height: 1.8; box-sizing: border-box;"> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><strong style="box-sizing: border-box;">ChatGPT可以为哪些领域带来新的可能性?</strong></p> </section> </section> </section> <section style="margin: 5px 0% 10px; text-align: right; justify-content: flex-end; display: flex; flex-flow: row nowrap; box-sizing: border-box;"> <section style="display: inline-block; vertical-align: top; width: auto; align-self: flex-start; box-shadow: rgba(255, 255, 255, 0) 0px 0px 0px; padding: 15px 20px; flex: 100 100 0%; height: auto; background-color: #050822; margin: 30px -30px 0px 30px; box-sizing: border-box; border: 1px solid #0f4d92;"> <section style="color: #ffffff; text-align: justify; font-size: 15px; line-height: 1.8; box-sizing: border-box;"> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">这是关乎人类未来发展方向的问题。最近,专注于加密资产管理服务的科技公司ForthTech联合德勤管理咨询(中国)元宇宙卓越中心领导合伙人写了一篇题为&ldquo;ChatGPT等基于大型语言模型的应用程序能够为量化交易带来什么?&rdquo;的文章,或许能为你指点迷津。</p> </section> </section> <section style="display: inline-block; vertical-align: top; width: 60px; align-self: flex-start; flex: 0 0 auto; height: auto; box-sizing: border-box;"> <section style="text-align: left; box-sizing: border-box;"> <section style="display: inline-block; width: 50px; height: 50px; vertical-align: top; overflow: hidden; border-radius: 50%; box-shadow: rgba(255, 255, 255, 0) 2px 3px 0px; padding: 4px; background-image: linear-gradient(-225deg, #69eacb 0%, #eaccf8 48%, #6654f1 100%); box-sizing: border-box; border: 0px none #3e3e3e;"> <section style="font-size: 26px; color: #ffffff; text-align: center; box-sizing: border-box;"> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><strong style="box-sizing: border-box;">答</strong></p> </section> </section> </section> </section> </section> <section style="text-align: left; justify-content: flex-start; display: flex; flex-flow: row nowrap; margin: 10px 0px; box-sizing: border-box;"> <section style="display: inline-block; vertical-align: top; width: 33.3333%; align-self: flex-start; flex: 0 0 auto; box-sizing: border-box;"> <section style="text-align: center; margin: 0px 0px -33px; line-height: 0; box-sizing: border-box;"> <section style="max-width: 100%; vertical-align: middle; display: inline-block; line-height: 0; width: 96%; height: auto; box-sizing: border-box;"></section> </section> <section style="display: flex; width: 100%; flex-flow: column nowrap; box-sizing: border-box;"> <section style="z-index: 2; transform-style: flat; box-sizing: border-box; transform: perspective(0px);"> <section style="text-align: center; box-sizing: border-box; transform: rotateX(180deg) rotateY(180deg);"> <section style="display: inline-block; width: 100%; height: 33px; vertical-align: top; overflow: hidden; background-image: linear-gradient(to right bottom, #ffffff 50%, rgba(255, 255, 255, 0) 50%); box-sizing: border-box;"> <section style="text-align: justify; box-sizing: border-box;"> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> </section> </section> </section> </section> </section> </section> <section style="display: inline-block; vertical-align: top; width: 33.33%; box-sizing: border-box;"> <section style="text-align: center; margin: 0px 0px -33px; line-height: 0; box-sizing: border-box;"> <section style="max-width: 100%; vertical-align: middle; display: inline-block; line-height: 0; width: 96%; height: auto; box-sizing: border-box;"></section> </section> <section style="display: flex; width: 100%; flex-flow: column nowrap; box-sizing: border-box;"> <section style="z-index: 2; transform-style: flat; box-sizing: border-box; transform: perspective(0px);"> <section style="text-align: center; box-sizing: border-box; transform: rotateX(180deg);"> <section style="display: inline-block; width: 100%; height: 33px; vertical-align: top; overflow: hidden; background-image: linear-gradient(to right bottom, #ffffff 50%, rgba(255, 255, 255, 0) 50%); box-sizing: border-box;"> <section style="text-align: justify; color: #3e3e3e; box-sizing: border-box;"> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> </section> </section> </section> </section> </section> </section> <section style="display: inline-block; vertical-align: top; width: 33.33%; box-sizing: border-box;"> <section style="text-align: center; margin: 0px 0px -33px; line-height: 0; box-sizing: border-box;"> <section style="max-width: 100%; vertical-align: middle; display: inline-block; line-height: 0; width: 96%; height: auto; box-sizing: border-box;"></section> </section> <section style="display: flex; width: 100%; flex-flow: column nowrap; box-sizing: border-box;"> <section style="z-index: 2; transform-style: flat; box-sizing: border-box; transform: perspective(0px);"> <section style="text-align: center; box-sizing: border-box; transform: rotateX(180deg) rotateY(180deg);"> <section style="display: inline-block; width: 100%; height: 33px; vertical-align: top; overflow: hidden; background-image: linear-gradient(to right bottom, #ffffff 50%, rgba(255, 255, 255, 0) 50%); box-sizing: border-box;"> <section style="text-align: justify; box-sizing: border-box;"> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> </section> </section> </section> </section> </section> </section> </section> <section style="text-align: left; justify-content: flex-start; display: flex; flex-flow: row nowrap; margin: 0px 0px 20px; box-sizing: border-box;"> <section style="display: inline-block; width: 100%; vertical-align: top; align-self: flex-start; flex: 0 0 auto; padding: 0px 20px; box-sizing: border-box;"> <section style="margin: 10px 0px 0px; box-sizing: border-box;"> <section style="text-align: center; font-size: 18px; color: #0f4d92; box-sizing: border-box;"> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><strong style="box-sizing: border-box;">ChatGPT等基于大型语言模型的应用程序能够为量化交易带来什么?</strong></p> </section> </section> <section style="text-align: justify; line-height: 1.8; padding: 0px 6px; box-sizing: border-box;"> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 15px; box-sizing: border-box;">金融行业一直走在科技创新的前沿,量化交易也不例外。随着大数据的普及以及对可操作洞察力做出明智决策的需求,围绕大型语言模型(LLM)构建的应用程序(如ChatGed)具有强大的资产,有可能改变量化交易。展望未来,ChatGPT和其他人工智能工具可以将量化交易提升到新的高度&mdash;&mdash;在交易策略方面提供竞争优势,增强决策能力,并为交易者提供不可预测的走势。</span></p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> <p style="text-align: center; margin: 0px; padding: 0px; box-sizing: border-box;"><span style="color: #0f4d92; box-sizing: border-box;"><strong style="box-sizing: border-box;"><span style="font-size: 15px; box-sizing: border-box;">什么是量化交易,人工智能扮演什么角色?</span></strong></span></p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 15px; box-sizing: border-box;">首先,什么是量化交易?从抽象的角度来看,量化交易涉及管理风险和概率结果之间的微妙平衡。更具体地说,量化交易结合了数学、统计学、计算机科学和其他学科来分析市场趋势并预测潜在的获利机会。它利用历史数据分析和数学模型来制定自动交易策略。这种艺术与科学的结合为交易者提供了市场上无价的优势,使他们能够深入了解他们以前无法获得的市场动向。</span></p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 15px; box-sizing: border-box;">在量化交易的背景下,人工智能技术可以有<span style="color: #0f4d92; box-sizing: border-box;"><strong style="box-sizing: border-box;">多种用途</strong></span>:</span></p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><span style="text-decoration-line: underline; box-sizing: border-box;"><strong style="box-sizing: border-box;"><span style="text-decoration-line: underline; font-size: 15px; box-sizing: border-box;">数据处理</span></strong></span><span style="font-size: 15px; box-sizing: border-box;">:量化策略在很大程度上依赖于数据&mdash;&mdash;历史市场数据、财务数据、资金流向数据等等都必须收集整理。此外,还需要进行数据清洗,如填补缺失值、剔除异常值、处理重复项等。人工智能可以显着加快这一过程,最大限度地减少手动数据处理所需的时间和精力。</span></p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><strong style="box-sizing: border-box;"><span style="text-decoration-line: underline; font-size: 15px; box-sizing: border-box;">模型调整</span></strong><span style="font-size: 15px; box-sizing: border-box;">:人工智能可以通过持续调整和优化模型参数来显着提高交易策略的准确性和可靠性。此过程通常涉及组合公式、随机实验和实际操作指导以生成适当的预测模型。</span></p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><span style="text-decoration-line: underline; box-sizing: border-box;"><strong style="box-sizing: border-box;"><span style="text-decoration-line: underline; font-size: 15px; color: #3e3e3e; box-sizing: border-box;">回测</span></strong></span><span style="font-size: 15px; box-sizing: border-box;">:可以使用人工智能对历史数据进行回测,以评估交易模型在现实世界中的表现。同时,人工智能可以微调交易规则和策略,监控和优化策略的有效性,以确保最佳结果。</span></p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> <p style="text-align: center; margin: 0px; padding: 0px; box-sizing: border-box;"><span style="color: #0f4d92; box-sizing: border-box;"><strong style="box-sizing: border-box;"><span style="font-size: 15px; box-sizing: border-box;">ChatGPT的出现</span></strong></span></p> <p style="text-align: center; margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 15px; box-sizing: border-box;">最近主导对话的人工智能工具是ChatGPT。ChatGPT由OpenAI开发,因其能够毫不费力地操纵和理解人类语言而在各个行业掀起涟漪。ChatGPT是Chat Generative Pre-trained Transformer的缩写,是使用GPT系列LLM开发的应用程序。它利用包含书籍、文章和网站的庞大数据集来根据用户输入生成文本。这些高级自然语言处理(NLP)功能使ChatGPT能够以非常合理的准确性在几乎任何领域提供敏锐的分析。</span></p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 15px; box-sizing: border-box;">ChatGPT几乎每天都在被应用到新的领域中。它的易用性和扩展功能吸引了各行各业的企业家,他们可以利用其人工智能工具来提高业务的效率和准确性。从个人用户级别到大型企业,ChatGPT正在彻底改变我们与语言和数据交互的方式。</span></p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 15px; box-sizing: border-box;">在金融领域,随着算法交易的日益普及,对能够简化分析并理解大量涌入数据的工具的需求量很大。通过利用ChatGPT等应用程序或构建自己的源自底层LLM的工具,量化交易者可以做出更准确的决策并更轻松地进行风险评估。</span></p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> <p style="text-align: center; margin: 0px; padding: 0px; box-sizing: border-box;"><strong style="box-sizing: border-box;"><span style="font-size: 15px; color: #0f4d92; box-sizing: border-box;">量化交易领域的ChatGPT:潜在应用</span></strong></p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 15px; box-sizing: border-box;">随着金融世界变得越来越复杂和竞争越来越激烈,像ChatGPT这样的人工智能系统在增强量化交易策略方面可以发挥的作用越来越明显。除了加快数据处理等单调任务之外,ChatGPT等基于LLM的应用程序还可以分析来自多个来源的非结构化文本数据,例如财经新闻、社交媒体评论和公司公告,并提取有价值的信息以协助量化交易决策。</span></p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 15px; box-sizing: border-box;">公司已经开始利用ChatGPT的功能来帮助提升量化交易员的绩效,并比以前更快地开发更好的交易算法。在量化交易的背景下,ChatGPT和类似的人工智能工具有许多潜在的应用,其中一些如下:</span></p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><span style="text-decoration-line: underline; box-sizing: border-box;"><strong style="box-sizing: border-box;"><span style="text-decoration-line: underline; font-size: 15px; color: #3e3e3e; box-sizing: border-box;">增强数据分析和决策</span></strong></span><span style="font-size: 15px; box-sizing: border-box;">:凭借ChatGPT分析结构化和非结构化数据的能力,它可以处理大量财务数据,包括收益报告、新闻文章、社交媒体情绪和宏观经济指标。此功能使交易者能够发现影响资产价格的隐藏模式和趋势,从而提供增强决策能力的强大工具。</span></p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><span style="text-decoration-line: underline; box-sizing: border-box;"><strong style="box-sizing: border-box;"><span style="text-decoration-line: underline; font-size: 15px; color: #3e3e3e; box-sizing: border-box;">改进的交易策略</span></strong></span><span style="font-size: 15px; box-sizing: border-box;">:鉴于其理解复杂文本输入的能力,ChatGPT可以帮助交易者通过筛选历史和当前市场数据来制定复杂的交易策略。通过分析时间序列模式和相关性,它可以帮助改进交易执行算法、优化投资组合风险并增强投资策略的预测能力。</span></p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><span style="text-decoration-line: underline; box-sizing: border-box;"><strong style="box-sizing: border-box;"><span style="text-decoration-line: underline; font-size: 15px; color: #3e3e3e; box-sizing: border-box;">高效的风险管理</span></strong></span><span style="font-size: 15px; box-sizing: border-box;">:ChatGPT的自然语言处理能力使交易者能够识别可能预示潜在风险的相关市场新闻和事件,然后将其转化为及时的报告和见解。这些能力有助于促进积极的风险管理,确保交易策略在意外的市场变化和惊喜中保持稳健。</span></p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><span style="text-decoration-line: underline; box-sizing: border-box;"><strong style="box-sizing: border-box;"><span style="text-decoration-line: underline; font-size: 15px; color: #3e3e3e; box-sizing: border-box;">简化合规验证</span></strong></span><span style="font-size: 15px; box-sizing: border-box;">:在量化交易领域,确保算法符合合规规则和法规至关重要。ChatGPT可以通过分析监管文件并识别需要注意或修改的区域来协助验证过程,从而为量化交易者节省大量时间和资源。</span></p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 15px; box-sizing: border-box;">这些只是基于LLM的应用程序在量化交易环境中的一些潜在应用程序,随着越来越多的公司开始将这些AI工具应用到他们的工作流程中,可能会有更多应用程序出现。</span></p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 15px; box-sizing: border-box;">将ChatGPT等基于LLM的应用程序集成到量化交易中,为量化交易行业打开了前所未有的机遇。从情绪分析、事件检测、风险评估、策略开发、数据增强、异常检测和研究协助,ChatGPT等基于LLM的工具可以为量化交易者提供竞争优势,并可以推动金融的未来。尽管存在挑战和限制,但LLM在量化交易中的潜在好处是巨大的,并将改变行业。</span></p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> </section> <section style="text-align: right; font-size: 13px; color: #999593; line-height: 1.8; box-sizing: border-box;"> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><span style="box-sizing: border-box;">作者:<br /></span></p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><span style="box-sizing: border-box;">ForthTech团队于2017年进入加密交易市场,在策略研发、资料库处理、伺服器建设与维护、IT实现、安全风控领域有较强经验,主要提供量化交易、做市商、流动性提供等服务,运用AI演算发帮助客户安全稳定地实现数字资产的保值与增值。<br /></span></p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;"><span style="box-sizing: border-box;">王嘉华</span></p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">德勤管理咨询(中国)元宇宙卓越中心领导合伙人</p> </section> <section style="text-align: justify; line-height: 1.8; padding: 0px 6px; box-sizing: border-box;"> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> </section> </section> </section> <section style="text-align: left; justify-content: flex-start; display: flex; flex-flow: row nowrap; margin: 10px 0px 6px; box-sizing: border-box;"> <section style="display: inline-block; vertical-align: top; width: 33.3333%; align-self: flex-start; flex: 0 0 auto; box-sizing: border-box;"> <section style="text-align: center; margin: -33px 0px 0px; line-height: 0; box-sizing: border-box;"> <section style="max-width: 100%; vertical-align: middle; display: inline-block; line-height: 0; width: 96%; height: auto; box-sizing: border-box;"></section> </section> </section> <section style="display: inline-block; vertical-align: top; width: 33.33%; box-sizing: border-box;"> <section style="display: flex; width: 100%; flex-flow: column nowrap; box-sizing: border-box;"> <section style="z-index: 2; transform-style: flat; box-sizing: border-box; transform: perspective(0px);"> <section style="text-align: center; box-sizing: border-box; transform: rotateY(180deg);"> <section style="display: inline-block; width: 100%; height: 33px; vertical-align: top; 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width: 100%; vertical-align: top; align-self: flex-start; flex: 0 0 auto; background-color: #0f4d92; box-sizing: border-box;"> <section style="text-align: center; margin-top: 10px; margin-bottom: 10px; line-height: 0; box-sizing: border-box;"> <section style="max-width: 100%; vertical-align: middle; display: inline-block; line-height: 0; width: 80%; height: auto; box-sizing: border-box;"></section> </section> <section style="display: flex; flex-flow: row nowrap; margin: 10px 0% 0px; justify-content: flex-start; box-sizing: border-box;"> <section style="display: inline-block; vertical-align: middle; width: auto; flex: 0 0 auto; align-self: center; min-width: 10%; max-width: 100%; height: auto; box-sizing: border-box;"> <section style="padding: 0px 10px; text-align: justify; box-sizing: border-box;"> <p style="text-align: center; margin: 0px; padding: 0px; box-sizing: border-box;"><span style="color: #ffffff; font-size: 15px; text-align: justify;">数字经济时代,Web 3.0和人工智能可谓为科技领域的热门话题。Web 3.0将引领数字世界的未来趋势;而人工智能料将在商业模式和产业转型中扮演重要角色。唯有了解和掌握这些前沿技术走势,才能在数字时代立于不败之地。</span></p> </section> </section> </section> <section style="justify-content: flex-start; display: flex; flex-flow: row nowrap; box-sizing: border-box;"> <section style="display: inline-block; width: 100%; vertical-align: top; align-self: flex-start; flex: 0 0 auto; padding: 20px; box-sizing: border-box;"> <section style="text-align: justify; color: #ffffff; font-size: 15px; line-height: 1.8; padding: 0px 6px; box-sizing: border-box;"> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">&nbsp;</p> <p style="margin: 0px; padding: 0px; box-sizing: border-box;">今年6月10日至18日,我们隆重推出&ldquo;解锁未来宇宙&mdash;&mdash;Web3.0与人工智能探索指南&rdquo;工作坊,诚邀耶鲁大学、杜克大学、清华大学的权威专家深入解读。在这里,您将有机会了解最新业内动态、接触前沿技术、了解创新应用。是时候利用数字的力量迎接未来了!加入我们,激发你对未来世界的好奇心,拓展视野和知识的创新边界,一起开启科技革新的探索之旅!</p> </section> </section> </section> </section> </section> </section> <p style="display: none;">&nbsp;</p> </section>
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