EnterpriseAI 2024年08月22日
Breaking Down Global Government Spending on AI
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AI对全球经济影响巨大,各国政府积极投资,同时也面临诸多挑战。文中探讨了AI的经济机遇、政府投资情况、具体应用及面临的问题等。

🎯AI将对全球经济产生巨大影响,PwC估计其在2030年可为全球经济贡献高达15.7万亿美元。政府投资AI旨在促进经济发展及解决特定问题,如帮助克服官僚主义和法规难题。

🌍各国政府的AI投资策略不同。中国实施人工智能发展计划,上海曾宣布设立基金发展AI产业;欧盟推出AI创新战略,包括投资、创建AI工厂等;美国有国家AI研发战略计划等,国防部是AI支出的主要推动力量。

💪AI在政府中的应用,如新加坡的‘Ask Jamie’虚拟助手帮助市民和企业,多模态LLMs可助力简化核反应堆监管流程。但AI发展也面临诸多挑战,如AI技能短缺、现有劳动力对新技术的抵制、legacy系统与AI/ML实施的不兼容及高昂的成本等。

Governments are scrambling to stay ahead of the AI tsunami, and for good reason. Like any other useful technology, AI presents a gigantic economic opportunity for governments worldwide.

In fact, PricewaterhouseCoopers (PwC) has estimated that AI could contribute up to $15.7 trillion to the global economy in 2030 – which would be more than the current economic output of both China and India combined. PwC has also provided a breakdown of where this money is likely to come from. The organizations stated that about $6.6 trillion will come from increased productivity, while an additional $9.1 trillion will likely come from “consumption-side effects.”

To learn more about how governments spend on AI and what we can expect from government AI spending in the next few years, let’s dive into some specific numbers.

The Opportunity AI Presents

Clearly, AI is going to have a massive effect on the economy as a whole. As such, governments are looking to invest in ways that give their citizens a leg-up in future economic endeavors. However, government officials also have their eyes on solving government-specific problems.

We’ll go into more detail about each government's investments in sectors like healthcare and national security in future articles, but one of the more interesting specific benefits of AI in government is helping overcome bureaucracy and regulation.

One might argue that a government’s sole reason for existence is to uphold laws, but many of these regulations can be difficult to navigate – both for average citizens and experienced government workers.

For the former, look at the “Ask Jamie” virtual assistant in Singapore. This AI tool is meant to help citizens and businesses navigate government-provided services across nearly 70 government agencies. “Ask Jamie” is powered through both chat and voice and is meant to make life easier for Singaporean citizens.

Singapore's government has made past commitments to staying on the cutting edge of technology.

For the latter, we can look to a recent interview I conducted with Argonne National Laboratory’s own Rick Stevens. While we discussed a lot of topics relating to Argonne’s AI for Energy report, one of the more interesting aspects of our conversation was about nuclear reactors.

As you might imagine, nuclear reactors are some of the most complicated systems humans have ever created. While they are magnificent achievements of innovation that will help wean us off fossil fuels, nuclear reactors can also be extremely dangerous when implemented incorrectly.

The AI for Energy report stated that building advanced nuclear reactors in the U.S. is a “slow, expensive, and convoluted regulatory process.” While the report states that obtaining a construction permit and operating license for a new reactor in the U.S. generally takes five years, the process can sometimes stretch into multiple decades.

By training on datasets of scientific literature, technical documents, and operational data, multi-modal LLMs could help streamline and expedite the nuclear regulatory licensing and compliance process. Considering much of government work is finding ways to cut through bureaucratic red tape to actually accomplish something, AI stands to completely change how our governments operate.

Regional Investment Strategies

Although AI is a widely used tool at this point, its implementation will differ based on region and local government. In later articles, we’ll break down global spending by region much more granularly.

Here, we’ll give a quick overview of what’s happening around the world with government AI spending.

China

European Union

United States

Notable Mentions

This may not represent a global roundup of all investments in AI, but the amount of money the major players are putting up toward AI development is certainly noteworthy.

Challenges and Barriers

While governments are seeing the benefits of investing in AI, there will be some challenges to overcome on both national and international scales. To begin, some social issues will need to be solved over time.

There is a notable AI skills shortage in most countries, and many of the existing workforce may be resistant to adopting new AI technologies. While both of these problems can be assisted by government-funded educational efforts, there are more specific problems for nations to address.

A larger problem that will require a lot of money to address is that many of the legacy systems that government agencies use aren’t designed to work with AI/ML implementations. Solving this will involve modernizing data, networks, the cloud, and cybersecurity capabilities on an enormous scale.

Finally, the overall cost of AI infrastructure will hamper a government's ability to implement these tools quickly. A recent poll found that 55% of respondents reported that the most significant barrier to the adoption of AI-enabled tools was cost. The various hardware required for AI work has exploded in price recently, and those costs aren’t going to go down anytime soon. Any investment in AI on a governmental scale will demand a hefty upfront cost that some nations simply cannot afford on their own.

 

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AI 政府投资 经济影响 面临挑战
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