Artificial Intelligence

人工智能是一种能够赋予机器类似人类的捕捉能力的技术, 应用, 拓展知识!

• 捕获 – Represent knowledge in a processible form
• 应用 – Use knowledge to affect the real world
• 扩大 – Continually grow and improve knowledge (learning)

Generative AI: AI systems creating original content like images, text, 音乐, or videos without human input using Deep Neural Networks. Large Language Models (LLM) are driving the current boom. And many more everyday…..While many technologies come “pre-trained”, there isn’t a brain in the box yet (but we are getting closer)!

How does generative AI work?

1. Data + Knowledge – 300 billion words and 570 gigabytes of text
2. Train – this can take months
3. Test – can also take months
4. 带反馈的输入和输出-模型中有1万亿个参数(参数估计每个节点的属性和每个连接的权重)
5. Capabilities (compose; code; summarize; instruct; write 音乐; produce videos) – Capabilities keep growing through larger models and multimodal inputs

Examples of Capabilities: (Passed the tests)

• 律师考试90分
• 坐1380/1600
• 许多AP考试5/7
• 医师执照考试

Emerging Technologies 利用整体方法优化智能集成, robotic and autonomous systems towards five objectives:​

• 揭示的见解 – Reveal deeper insights from datasets and real time interactions​
• 优化性能 优化人员、系统、流程和机器的性能
• 利用自动化 -利用自动化在整个企业中获得竞争优势
• 加强经验 -具有预测、环境和会话属性的设计体验
• 维持信任 -建立建立和维护信任的系统，并促进合规性

人工智能作为税务和其他实践领域的强大工具，为会计行业带来了巨大的机遇, but also a substantial challenge. 人工智能正在加速注册会计师近年来已经经历的快速变化.

机会是重塑和深化我们与客户的关系，利用明升体育app下载专业知识，成为他们不可或缺的商业顾问, with the assistance of AI, provide critical insights that drive their growth. The challenge is to quickly apply needed changes in training, 技术, organizational structure, marketing and other areas – and perhaps just as importantly, 重塑自我形象——这样我们就不会发现自己被颠覆性创新边缘化了.

Artificial intelligence, 哪一种能力是计算机执行通常需要人类智能才能完成的任务, has a wide variety of applications across industries. 在税务会计方面，它通过允许计算机自动执行管理任务而取得了成功, such as sifting through reporting data, that typically take up much of an accountant’s time.

Applications in tax accounting will continue to evolve, 但人工智能已经允许会计专业人士以多种方式为客户提供更多价值. 我们能够更好地满足他们对b2b客户体验的期望，提供b2b体验的流行方面, 例如，在预约和检查项目状态方面的自助服务. 它还为顾问提供了工具，并节省了时间，以提供增强的数据驱动战略见解，了解客户的业务运作方式以及如何提高绩效. 例如, we might offer forecasts about the strength of the economy, what sectors are growing, 以及他们是应该现在投资发展业务，还是因为市场过热而暂缓投资.

技术的发展也将鼓励税务专家将技术知识与非常人性化的技能(机器无法达到的技能)结合起来，比如最佳实践, 经验, 讲故事, effective communication and relationship-building.

As AI capabilities continue to advance, 公司管理层必须确定使用这种强大的技术来解决的最关键的业务问题. To facilitate this process, we have developed the Generative AI Assessment -一个有效的工具，旨在帮助您的组织了解其优势, 弱点, and priorities for leveraging AI effectively. The assessment culminates in the creation of a Generative AI Roadmap, 哪些概述了一套旨在快速获得竞争优势，同时将风险和成本降至最低的连贯行动.

The Generative AI Assessment provides the following:

There is much noise around ChatGPT and Generative AI. 您可能会将时间和金钱浪费在组织中随机孤立的工作上，而这些工作可能不会产生任何价值. 投资于一种战略方法来评估你的数据准备情况，并在一个定制的路线图中指导你的工作，这将节省你的时间和金钱，并确保你不会落后于竞争对手.

• What 技术 changes do you need to make?
• How about changes in your organization, 例如，加强培训和发展或改进招聘方法?
• How can you leverage AI to improve your customer 经验?
• 如果阻塞和处理越来越多地由计算机处理，您将如何定义会计专业人员的新角色?
• How will you communicate these changes to your employees and clients?

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