如何将AI应用到实际办公中去赋能

原文链接：https://www.sequoiacap.com/article/ai-50-2024/发表时间：2024-4-11作者：Konstantine Buhler编译：Z Potentials去年，生成式AI从不引人注意的地方走到了AI 50强榜单的前列。今年，随着我们看到企业用户和消费者的AI生产力开始大幅提高，它成为前沿和中心。尽管2023年美国的大部分AI风投都流向了基础设施领域——其中60%流向了最大的大语言模型（LLM）提供商，但应用公司仍在AI 50强榜单中占据主导地位。与此同时，我们开始看到AI如何为公司赋能。如今，许多公司正将AI融入其工作流程，以此来快速达成KPI。我们看到大公司正通过将AI融入其产品的方式而获益。工作流程自动化平台ServiceNow通过AI驱动的Now Assist，实现了近20%的事件避免率。Palo Alto Networks利用AI降低了处理费用的成本。Hubspot利用AI扩大了能够支持的用户规模。瑞典金融科技公司Klarna最近宣布，通过将AI融入用户支持，他们在运行率方面节省了4000多万美元。现在，成千上万的公司正在将AI整合到他们的工作流程中，以扩张规模和降低成本。AI 50强企业正在快速进化。不远的将来，我们有望看到UX和UI围绕AI的功能进行重新设计。在更好、更廉价地复制现有功能之后，我们将开发全新的用户界面，以提供有价值的新体验。

1.19.AI is already delivering major advances and efficiencies in many areas.AI quietly automates aspects of our everyday activities,from systems that monitor traffic to make our commutes smoother,17 to those that detect fraud in our bank accounts.18 AI has revolutionised large-scale safety-critical practices in industry,like controlling the process of nuclear fusion.19 And it has also been used to accelerate scientific advancements,such as the discovery of new medicine20 or the technologies we need to tackle climate change.212.20.But this is just the beginning.AI can be used in a huge variety of settings and has the extraordinary potential to transform our society and economy.22 It could have as much impact as electricity or the internet,and has been identified as one of five critical technologies in the UK Science and Technology Framework.23 As AI becomes more powerful,and as innovators explore new ways to use it,we will see more applications of AI emerge.As a result,AI has a huge potential to drive growth24 and create jobs.25 It will support people to carry out their existing jobs,by helping to improve workforce efficiency and workplace safety.26 To remain world leaders in AI,attract global talent and create high-skilled jobs in the UK,we must create a regulatory environment where such innovation can thrive.3.21.Technological advances like large language models(LLMs)are an indication of the transformative developments yet to come.27 LLMs provide substantial opportunities to transform the economy and society.For example,LLMs can automate the process of writing code and17 Transport apps like Google Maps,and CityMapper,use AI.18 Artificial Intelligence in Banking Industry:A Review on Fraud Detection,Credit Management,and Document Processing,ResearchBerg Review of Science and Technology,2018.19 Accelerating fusion science through learned plasma control,Deepmind,2022;Magnetic control of tokamak plasmas through deep reinforcement learning,Degrave et al.,2022.20

|序号|已有产品|主题|使用技术|市场规模|一句话介绍|项目功能||-|-|-|-|-|-|-||21|豆果美食APP|AI菜谱生成平台|自然语言处理、数据分析|数亿美元|根据用户口味和现有食材生成个性化菜谱。|豆果美食APP可以根据用户输入的食材和口味偏好，利用AI技术生成多种菜谱，例如用户有鸡肉、土豆等食材，APP会推荐土豆烧鸡等菜谱，方便用户烹饪。||22|沪江开心词场|AI语言学习助手|自然语言处理、机器学习|数十亿美元|辅助用户学习语言，提供个性化学习方案。|沪江开心词场通过AI分析用户的学习进度和薄弱环节，为用户推荐合适的单词和学习内容。比如用户在学习英语时，APP会根据其错题情况推荐针对性的复习内容。||23|爱奇艺智能推荐|AI电影推荐系统|数据分析、机器学习|数亿美元|根据用户喜好推荐电影，发现优质影片。|爱奇艺利用AI算法分析用户的观看历史、评分等数据，为用户推荐符合其口味的电影。例如如果用户经常观看科幻电影，系统会推荐更多优质的科幻片。||24|WPS Office|AI办公自动化工具|自然语言处理、机器学习|数十亿美元|提高办公效率，实现自动化办公流程。|WPS Office中的一些功能，如智能排版、语法检查等，利用AI技术帮助用户快速完成文档处理工作，提高办公效率。|