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Competition watchdog the CMA outlines principles for selling foundation AI models

2023-09-22 23:05:45
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The UK’s Competition Markets Authority (CMA) has published principles to govern the sale and deployment of foundation AI models such as those underpinning services like ChatGPT from OpenAI. Rishi Sunak’s government has put regulation of AI in the hands of individual sector regulators and the report from the competition watchdog says it expects developers to be accountable, diverse and transparent when building products with AI.

CMA AI
The CMA principles are designed to put the regulator ahead of the curve before AI becomes ubiquitous throughout the economy. (Photo by Gorodenkoff/Shutterstock)

Regulators around the world are wrestling with how to balance the potential benefits of using foundation AI models against the risks they pose. The new report from the CMA followed months of work including engagement with business development, deploying and maintaining foundation models, as well as academics and industry organisations. This included an analysis of the latest AI research.

The CMA says the principles will inform its wider approach to the development and use of AI once the Digital Markets, Competition and Consumer Bill gains royal assent. It is currently going through parliament and gives the regulator greater powers.

A number of high-profile companies are already deploying foundation models in their products including Microsoft, through its Copilot brand, Salesforce and Google. Much of the discussion around regulation has focused on the next generation of frontier models such as GPT-5, Claude 3 or Google’s currently in-development Gemini model.

The CMA principles focus on current and future use cases for AI. The regulator says they carry significant potential to spur innovation and drive economic growth, transforming the way we live and work. The report highlights several ways people and businesses can benefit from the safe and effective use of foundation models. These include new products and services with easier-to-access information, scientific breakthroughs and lower prices. 

However, the report also warns that “changes can happen quickly and have a significant impact on people, businesses, and the UK economy”. Explaining that without appropriate safeguards and with weak competition people and businesses could be harmed. This could include greater degrees of misinformation or AI-enabled fraud. “A handful of firms could use FMs to gain or entrench positions of market power and fail to offer the best products and services and/or charge high prices,” the CMA added.

The principles don’t consider copyright, intellectual property, online safety, data protection or security as they weren’t in the scope of the initial review, but do expect those areas to be considered in future. Instead, they set out a path developers should follow to ensure they remain within the rules of consumer protection laws. 

CMA AI principles have ‘laudable aims’

Many of the principles mirror those set out in the UK government AI white paper published earlier this year as a guide to individual regulators. Among the first is accountability, placing the burden on the developer and deployer of the model for outputs provided to consumers. A need for ready access to key inputs without unnecessary restrictions, as well as ensuring a diversity of business models across open and closed source are also listed as key principles. As is maintaining a sufficient choice for business on how to use the models.

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The CMA also draws on a need for fair dealing with end users and businesses purchasing access to models, ensuring no anti-competitive self-preferencing, tying or bundling. This could for example require OpenAI to ensure its API for developers has all the same functionality as its own published products like ChatGPT or DALL-E 2.

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One of the core principles of the white paper, and a goal of the upcoming Bletchley AI Safety Summit hosted by the Department for Science, Innovation and Technology is transparency. The CMA says consumers and businesses must be given information on the risks and limitations of models. Sarah Cardell, CEO of the CMA, said the speed AI is becoming part of everyday life for people and businesses is “dramatic”. “There is real potential for this technology to turbocharge productivity and make millions of everyday tasks easier – but we can’t take a positive future for granted,” warned Cardell. 

She said that there “remains a real risk that the use of AI develops in a way that undermines consumer trust or is dominated by a few players who exert market power that prevents the full benefits being felt across the economy”, and added: “While I hope that our collaborative approach will help realise the maximum potential of this new technology, we are ready to intervene where necessary.”

Gareth Mills, partner at law firm Charles Russell Speechlys, described the principles as a “laudable willingness to engage proactively with the rapidly growing AI sector” with the aim of protecting consumers as early as possible. “The principles contained in the report are necessarily broad and it will be intriguing to see how the CMA seeks to regulate the market to ensure that competition concerns are addressed,” he said. 

Mills continued: “The principles themselves are clearly aimed at facilitating a dynamic sector with low entry requirements that allows smaller players to compete effectively with more established names, whilst at the same time mitigating against the potential for AI technologies to have adverse consequences for consumers.

“As the utilisation of the technologies grows, the extent to which there is any inconsistency between competition objectives and government strategy will be fleshed out.”

Read more: UK launches ‘AI for Development’ scheme at UN event

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参考译文
竞争监管机构CMA提出基础人工智能模型销售原则
英国竞争与市场管理局(CMA)发布了监管基础人工智能模型销售和部署的准则,这些模型支撑着包括OpenAI的ChatGPT在内的各类服务。里希·苏纳克政府将人工智能的监管权交由各行业监管机构,监管局在报告中表示,它期望人工智能开发者在构建相关产品时做到负责任、多样化和透明。CMA的这些准则旨在在人工智能广泛渗透经济之前,让监管机构走在前列。(图片由Gorodenkoff/Shutterstock提供)世界各地的监管机构正努力寻找平衡点,既要利用基础人工智能模型所带来的潜在效益,又要防范其带来的风险。CMA的这份新报告是在数月的工作基础上完成的,其中包括与模型的开发、部署与维护人员、学术界及行业组织的交流。这其中包括了对最新人工智能研究的分析。CMA表示,这些准则将为《数字市场、竞争与消费者法案》获得皇家批准后,其对人工智能的开发和使用的更广泛方法提供指导。该法案目前正在议会审议中,将赋予监管机构更大的权力。一些知名公司已经在其产品中部署了基础模型,包括微软(通过其Copilot品牌)、Salesforce和谷歌。关于人工智能监管的大部分讨论集中在下一代前沿模型,如GPT-5、Claude 3或谷歌正在开发的Gemini模型。CMA的准则则聚焦于人工智能当前和未来的所有应用场景。监管机构指出,这些模型具有显著的潜力,可以推动创新,促进经济增长,并改变我们的生活和工作方式。报告强调了人们和企业通过安全有效地使用基础模型可以带来的多种好处,包括更易获取信息的新产品和服务、科学突破以及更低的价格。然而,报告也警告说,“变化可能会迅速发生,并对个人、企业和英国经济产生重大影响”。并解释说,如果没有适当的保障措施,同时市场竞争又较弱,个人和企业可能会受到伤害。这可能包括更多虚假信息或人工智能驱动的诈骗。CMA补充称:“少数几家公司可能会利用基础模型来获得或加强市场主导地位,并未能提供最佳产品和服务,或者收取高价。”这些准则并未涵盖版权、知识产权、网络安全、数据保护或安全问题,因为这些内容不在最初审查的范围内,但CMA表示,未来会考虑这些领域。相反,它们设定了开发者应遵循的路径,以确保他们遵守消费者保护法规。CMA的人工智能准则具有“值得称赞的目标”许多准则与英国政府今年早些时候发布的AI白皮书中为各监管机构提供的指导相一致。其中第一条是问责制,将模型提供给消费者的输出结果的责任放在开发者和部署者身上。另一条是确保关键输入的可访问性,不施加不必要的限制,以及确保在开源和闭源领域中,商业模式的多样性也被列为核心原则之一。还有确保企业对模型使用方式拥有足够的选择。来自我们的合作伙伴混合策略将帮助分销商实现成功的客户体验Amalthea利用人工智能和自动化提高产量,同时减少浪费和成本人工智能如何在保险行业释放宝贵机会CMA还强调了在与最终用户和企业购买模型访问权限时的公平交易,确保没有反竞争的自我偏袒、捆绑销售或搭售行为。例如,这可能要求OpenAI确保其面向开发者的API具备与自家发布的ChatGPT或DALL-E 2等产品一样的功能。查看所有通讯注册我们的通讯由《Tech Monitor》团队为您发送数据、洞察和分析在这里注册科技监测团队在这里注册白皮书中的一项核心原则,也是即将由科学、创新和技术部主办的布雷奇利人工智能安全峰会的目标之一,是透明。CMA表示,消费者和企业应被提供有关模型风险和局限性的信息。CMA首席执行官莎拉·卡德尔表示,人工智能正以“惊人的速度”成为人们和企业日常生活中的一部分。“这项技术确实有潜力极大提升生产力,并让数百万日常任务变得更加轻松——但我们不能认为美好的未来是理所当然的,”卡德尔警告道。她表示,目前仍存在真正的风险,即人工智能的发展方式可能会削弱消费者信任,或被少数掌握市场主导地位的公司所主导,从而防止经济中所有利益的充分实现。她补充道:“虽然我希望我们合作的方法能帮助实现这项新技术的最大潜力,但我们在必要时已准备好采取干预措施。”律师事务所Charles Russell Speechlys的合伙人盖瑞·米尔斯将这些准则描述为“积极主动参与快速发展的人工智能行业”的“值得称道的意愿”,其目标是尽早保护消费者。“报告中包含的准则必然较为广泛,我们将很感兴趣地看到CMA将如何寻求对市场进行监管,以确保解决竞争方面的担忧,”他说。米尔斯继续说道:“这些准则本身显然是为了促进一个进入门槛低、能允许小型企业与更有实力的企业有效竞争的行业,同时也能缓解人工智能技术对消费者可能产生的不利影响。‘随着这些技术的使用不断增长,竞争目标与政府战略之间是否存在不一致,将会逐步显现。”阅读更多:英国在联合国活动上推出“AI发展”计划
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