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Apple ‘mulls generative AI for the iPhone’ despite Big Tech’s automation headaches

2023-10-22 14:38:36
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Apple is said to be the latest Big Tech company ready to fully embrace generative AI, and could integrate the technology in the next version of iOS. However, it comes as AI vendors face growing legal, technical and regulatory challenges around the use of automated systems. The latest battle is coming from Amazon-backed Anthropic, which is facing a copyright claim from Universal Music against its use of lyrics when training its Claude 2 chatbot.

Apple says it has been working on generative AI for a number of years and is examining how to safely deploy it (Photo: Champhei / Shutterstock)
Apple says it has been working on generative AI for a number of years and is examining how to safely deploy it. (Photo by Champhei/Shutterstock)

Since the launch of ChatGPT by Microsoft-funded OpenAI in November last year, some of the world’s largest companies have pivoted to make generative AI a key part of their strategy, products and business plans. This has in turn prompted increased regulatory scrutiny and legal challenges from content creators over copyright concerns.

Where Microsoft, Google and Amazon have fully embraced foundation model AI, Apple has been relatively cautious about its rollout, barely mentioning the technology. For example, during its last World Wide Developer Conference, Apple executives spoke of using machine learning or specific use cases, rather than GPT-like chatbot integrations.

That is likely to change with iOS 18, according to Jeff Pu, an analyst who specialises in Apple’s supply chain infrastructure. In a research note, he says the company is building a network of AI servers and building up its on-device data processing capabilities. He does not foresee a rapid rollout, as Apple will be focused on how to deploy generative AI while maintaining user privacy. In most cases running generative AI models like ChatGPT or DALL-E 3 requires sending prompts and personal data to a remote cloud server. Apple may opt to do some of this processing using its on-device neural engines.

There have been efforts to create versions of foundation AI models that are small enough to run on-device, while powerful enough to provide the functionality demanded by modern users. Qualcomm has been experimenting with running modified versions of Meta’s Llama 2 on its own Arm-based Snapdragon chips and Apple runs a foundation model on the iPhone for transcription, translation and voice cloning.

The Information has also previously reported that Apple is looking to incorporate its Apple GPT model into Siri, to allow the chatbot to respond to natural language queries and perform tasks within the operating system. Microsoft has integrated its own Copilot AI into Windows 11, Amazon has added a large language model to Alexa and Google is integrating the models behind its Bard chatbot into Google Assistant.

Pu suggests a 2024 deadline for Apple to incorporate generative AI, which would suggest iOS 18 as the first version to have it included. This would mean the iPhone 16, set for release in Autumn 2024, would be generative AI-enabled.

A cautious approach to AI

Apple CEO Tim Cook claims the company has been “working on generative AI for years” and has done a lot of research on the technology. Speaking to Forbes last month he said “We’re going to approach it really thoughtfully and think about it deeply because we’re fully aware of the not-good uses that it can have, and issues around bias and hallucination and so forth.”

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While there is a lot of hype around generative AI, it is unlikely the technology is going to fade away, despite the number of challenges companies deploying it have faced. This includes a growing number of copyright lawsuits against the owners of large language models. Anthropic is the latest to be hit with a claim – this time from Universal Music Group over the use of music lyrics in training its Claude 2 model.

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Microsoft, IBM and Adobe offer an indemnity against copyright claims from any content generated using their products. Others, including Google, have been actively signing deals with publishers to license content to train future models.

Kiran Raj, practice head of disruptive tech at GlobalData, said there are also growing ethical issues over the potential for misinformation from content generation. “The unique challenges and costs associated with AI operations add to the complexity,” he said.

Training a large language model, particularly on the scale of OpenAI’s GPT-4, Anthropic’s Claude 2 or Google’s PaLM is big business. It is no surprise that the three largest AI labs are either owned by or have deep financial investment from Big Tech businesses. 

Saurabh Daga, associate project manager of disruptive tech at GlobalData, said the likes of Apple and Microsoft and going to have to find a way to manoeuvre through a nuanced legal framework that varies from country to country. “They must align their operations and strategies with the fluctuating regulatory climate, all while managing risks and ensuring stakeholder trust,” he said. “Such a scenario can influence their developmental methods, product range, and strategic integration of AI within their ecosystems.”

“While the growth of gen AI looks unstoppable, it is clear that caution is required,” Daga added. “The gen AI landscape is continuously shifting, and the leaders in the space will not only be determined by their innovative capabilities but also by their proficiency in anticipating challenges and their commitment to harnessing the power of AI ethically and cost-effectively. The future technological advancements in gen AI thus require innovation along with responsible growth.”

Read more: Foxconn works with Nvidia to build ‘AI factories’

Topics in this article : AI

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参考译文
苹果「考虑为iPhone引入生成式人工智能」,尽管科技巨头在自动化方面面临诸多挑战
据称,苹果公司是最新一家准备全面拥抱生成式人工智能(AI)的大型科技公司,并有可能在下一个版本的iOS中集成这项技术。然而,当AI供应商在使用自动化系统时面临越来越多的法律、技术和监管挑战时,这股热潮也引发了新的问题。最新一轮的争议来自亚马逊支持的Anthropic公司,该公司正在因使用歌词训练其Claude 2聊天机器人而面临环球音乐公司的版权指控。苹果表示,他们已经在生成式人工智能领域进行了数年的研究,并正在探讨如何安全地部署这项技术。(图片由Champhei/Shutterstock提供)自去年11月微软资助的OpenAI推出ChatGPT以来,一些全球最大的公司开始将生成式AI作为其战略、产品和商业计划的重要组成部分。这也促使监管机构加大审查力度,并引发内容创作者就版权问题提出更多法律挑战。虽然微软、谷歌和亚马逊已经全面拥抱基础模型AI,但苹果则对这项技术的推出采取了相对谨慎的态度,几乎没有提及生成式AI。例如,在上一次全球开发者大会上,苹果的高管们提到了机器学习和特定的应用场景,而不是GPT类聊天机器人的整合。然而,据专注于苹果供应链基础设施的分析师Jeff Pu表示,这种情况预计将在iOS 18中发生变化。他在一份研究报告中指出,苹果公司正在构建一个AI服务器网络,并提升其设备端的数据处理能力。他并不认为生成式AI的推出会一蹴而就,因为苹果将专注于如何在保障用户隐私的同时部署该技术。目前,运行像ChatGPT或DALL-E 3这样的生成式AI模型通常需要将提示信息和个人数据发送到远程云服务器上。而苹果可能会选择利用其设备端的神经引擎来完成部分处理工作。一些公司也在尝试开发足够小型以适应设备运行的基础AI模型,同时又足够强大以满足现代用户的功能需求。高通公司正在其基于Arm架构的Snapdragon芯片上尝试运行经过修改的Meta的Llama 2模型,而苹果则在iPhone上运行一个用于转录、翻译和语音克隆的基础模型。此前《The Information》也报道,苹果计划将Apple GPT模型整合进Siri,使其能够以自然语言回答问题,并在操作系统中执行任务。微软已将其Copilot AI整合进Windows 11中,亚马逊也在Alexa中加入了一个大型语言模型,而谷歌则将Bard聊天机器人背后的模型整合进Google Assistant中。Pu认为苹果将在2024年前完成生成式AI的整合,这意味着iOS 18将是第一个具备该功能的版本。这也意味着2024年秋季发布的iPhone 16将支持生成式AI。苹果首席执行官蒂姆·库克称,公司“已经在生成式AI领域工作多年”,并已对这项技术进行了大量研究。他在上个月告诉《福布斯》杂志:“我们将以非常深思熟虑的方式来处理它,并深入思考,因为我们完全清楚它可能带来的不良用途,以及围绕偏见和幻觉等方面的问题。”我们的合作伙伴内容:Reynolds Catering通过升级其ERP系统来推动创新,提升大规模能力。泽兰迪亚利用AI优化精确性、效率和定价。金融服务公司如何为欧盟的DORA法规做准备。尽管生成式AI存在许多炒作,但尽管面临诸多挑战,这项技术不太可能消失。这包括针对大型语言模型所有者的版权诉讼数量不断上升。Anthropic公司就是最新一个受到影响的企业,这次是由于在训练其Claude 2模型时使用了环球音乐集团的歌词内容。查看所有通讯:注册我们的通讯数据、洞察与分析直达您手中由《Tech Monitor》团队提供点击这里注册微软、IBM和Adobe为使用其产品生成内容的版权主张提供赔偿。而谷歌等公司则正在积极与出版商签订协议,以授权内容用于训练未来的模型。GlobalData颠覆性技术部门负责人Kiran Raj表示,人们日益关注内容生成中的虚假信息所引发的伦理问题。“与AI运营相关的独特挑战和成本增加了复杂性,”他说。训练一个大型语言模型,特别是像OpenAI的GPT-4、Anthropic的Claude 2或谷歌的PaLM这样的模型,是一项巨大的商业行为。因此,三家最大的AI实验室或由大型科技公司拥有,或获得它们的巨额资金支持。GlobalData颠覆性技术的高级项目经理Saurabh Daga表示,苹果和微软等公司必须找到一种方法,以应对不断变化的各国法律框架。“他们必须在管理风险并确保利益相关者信任的同时,将运营和战略与不断变化的监管环境保持一致,”他说。“这种情况下,他们的开发方式、产品范围以及AI在其生态系统中的战略整合方式都可能受到影响。”“虽然生成式AI的增长似乎势不可挡,但很明显,谨慎是必须的,”Daga补充道。“生成式AI的格局正在不断变化,该领域的领导者不仅取决于他们的创新能力,还取决于他们预测挑战的能力,以及他们致力于以合乎道德且经济高效的方式利用AI力量的承诺。因此,生成式AI的未来技术进步需要创新与负责任的增长并重。”更多信息:富士康与英伟达合作打造“AI工厂”本文主题:人工智能(AI)
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