如何用ai赋能高报行业

[title]金融服务业将比你想象得更快地接纳生成式AI[heading2]更动态的预测和报告除了能够帮助回答财务问题外，LLMs还可以帮助金融服务团队改进自己的内部流程，简化财务团队的日常工作流程。尽管金融的几乎每个其他方面都取得了进展，但现代财务团队的日常工作流程仍然依赖于像Excel、电子邮件和需要人工输入的商业智能工具这样的手动流程。由于缺乏数据科学资源，基本任务尚未被自动化，CFO及其直接报告人因此在繁琐的记录和报告任务上花费太多时间，而他们应该专注于[金字塔顶端](https://a16z.com/2020/04/15/new-cfo-tools/)的战略决策。总体而言，生成式AI可以帮助这些团队从更多的数据源中获取数据，并自动化突出趋势、生成预测和报告的过程。以下是一些例子：预测：生成式AI可以帮助编写Excel、SQL和BI工具中的公式和查询，从而实现分析的自动化。此外，这些工具可以帮助发现模式，并从更广泛、更复杂的数据集中为预测建议输入（例如，考虑宏观经济因素），并建议如何更容易地适应这些模型，以便为公司决策提供依据。报告：生成式AI可以帮助自动创建文本、图表、图形等内容，并根据不同的示例调整此类报告，而无需手动将数据和分析整合到外部和内部报告中（例如，董事会材料、投资者报告、周报表）。会计和税务：会计和税务团队需要花时间咨询规则并了解如何应用它们。生成式AI可以帮助综合、总结，并就税法和潜在的扣除项提出可能的答案。采购和应付账款：生成式AI可以帮助自动生成和调整合同、采购订单和发票以及提醒。

[title]拜登签署的AI行政命令_2023.10.30Advance the responsible use of AI in healthcare and the development of affordable and life-saving drugs.The Department of Health and Human Services will also establish a safety program to receive reports of—and act to remedy – harms or unsafe healthcare practices involving AI.Shape AI’s potential to transform education by creating resources to support educators deploying AI-enabled educational tools,such as personalized tutoring in schools.Supporting WorkersAI is changing America’s jobs and workplaces,offering both the promise of improved productivity but also the dangers of increased workplace surveillance,bias,and job displacement.To mitigate these risks,support workers’ ability to bargain collectively,and invest in workforce training and development that is accessible to all,the President directs the following actions:Develop principles and best practices to mitigate the harms and maximize the benefits of AI for workers by addressing job displacement; labor standards; workplace equity,health,and safety; and data collection.These principles and best practices will benefit workers by providing guidance to prevent employers from undercompensating workers,evaluating job applications unfairly,or impinging on workers’ ability to organize.Produce a report on AI’s potential labor-market impacts,and study and identify options for strengthening federal support for workers facing labor disruptions,including from AI.Promoting Innovation and CompetitionAmerica already leads in AI innovation—more AI startups raised first-time capital in the United States last year than in the next seven countries combined.The Executive Order ensures that we continue to lead the way in innovation and competition through the following actions:

[title]拜登签署的AI行政命令_2023.10.30Catalyze AI research across the United States through a pilot of the National AI Research Resource—a tool that will provide AI researchers and students access to key AI resources and data—and expanded grants for AI research in vital areas like healthcare and climate change.Promote a fair,open,and competitive AI ecosystem by providing small developers and entrepreneurs access to technical assistance and resources,helping small businesses commercialize AI breakthroughs,and encouraging the Federal Trade Commission to exercise its authorities.Use existing authorities to expand the ability of highly skilled immigrants and nonimmigrants with expertise in critical areas to study,stay,and work in the United States by modernizing and streamlining visa criteria,interviews,and reviews.Advancing American Leadership AbroadAI’s challenges and opportunities are global.The Biden-Harris Administration will continue working with other nations to support safe,secure,and trustworthy deployment and use of AI worldwide.To that end,the President directs the following actions:Expand bilateral,multilateral,and multistakeholder engagements to collaborate on AI.The State Department,in collaboration,with the Commerce Department will lead an effort to establish robust international frameworks for harnessing AI’s benefits and managing its risks and ensuring safety.In addition,this week,Vice President Harris will speak at the UK Summit on AI Safety,hosted by Prime Minister Rishi Sunak.Accelerate development and implementation of vital AI standards with international partners and in standards organizations,ensuring that the technology is safe,secure,trustworthy,and interoperable.Promote the safe,responsible,and rights-affirming development and deployment of AI abroad to solve global challenges,such as advancing sustainable development and mitigating dangers to critical infrastructure.Ensuring Responsible and Effective Government Use of AI