ΑΙhub 2024年11月26日
AIhub monthly digest: October 2024 – Nobel Prizes, the AI Song Contest, and towards safe and reliable AI agents
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AIhub月刊摘要涵盖了近期人工智能领域的重要事件和研究进展,包括AI代理安全可靠行为的研究、生成式AI热潮的讨论、物理学和化学诺贝尔奖的颁发以及近期人工智能会议的回顾。文章还采访了AAAI/ACM SIGAI博士联合会成员Pulkit Verma,探讨了AI代理安全可靠行为的研究,并邀请了多位专家探讨生成式AI热潮是否结束。此外,文章还总结了IROS 2024、ECAI 2024和AIES 2024等重要会议,并介绍了2024年物理学和化学诺贝尔奖的获奖成果,以及第五届AI歌曲大赛的获奖情况。最后,文章还探讨了在现实世界中使用AI的最佳实践以及AAAI征集AI教育视频的活动。

🤔 **AI代理安全可靠行为研究:**Pulkit Verma的研究聚焦于AI系统中确保用户能够评估和理解其安全操作范围的最小需求集,旨在推动AI代理的安全可靠发展。

🤔 **生成式AI热潮讨论:**AIhub专家们探讨了生成式AI热潮是否结束,Tom Dietterich、Sabine Hauert、Michael Littman和Marija Slavkovik等专家参与了讨论,分析了当前生成式AI发展现状及未来趋势。

🏆 **诺贝尔奖颁发:**2024年物理学奖授予John Hopfield和Geoffrey Hinton,表彰他们在人工神经网络机器学习方面的贡献;化学奖授予David Baker、Demis Hassabis和John Jumper,表彰他们在蛋白质结构预测方面的贡献。

🗓️ **重要会议回顾:**文章回顾了IROS 2024、ECAI 2024和AIES 2024等重要人工智能会议,包括会议主题、主要议题、获奖成果等信息,展现了人工智能领域的多样化发展方向。

🎤 **AI歌曲大赛:**第五届AI歌曲大赛在苏黎世举行,智利组合Onda Corta凭借歌曲Sudamérica获得冠军,展现了AI技术在音乐创作领域的应用潜力。

Welcome to our monthly digest, where you can catch up with any AIhub stories you may have missed, peruse the latest news, recap recent events, and more. This month, we learn about research towards safe and reliable AI agent behaviour, discuss generative AI hype, congratulate the Nobel Prize winners in physics and chemistry, and take a tour of recent conferences.

Interview with Pulkit Verma: Towards safe and reliable behavior of AI agents

In the latest in our series of interviews featuring the AAAI/ACM SIGAI doctoral consortium participants, we heard from Pulkit Verma about his research on safe and reliable behavior of AI agents. He is currently investigating the minimal set of requirements in an AI system that would enable a user to assess and understand the limits of its safe operability.

AIhub coffee corner: Is it the end of GenAI hype?

The AIhub coffee corner captures the musings of AI experts over a short conversation. There has been a string of articles recently about the end of generative AI hype. Our experts consider whether or not the bubble has burst. Joining the conversation this time are: Tom Dietterich, Sabine Hauert, Michael Littman, and Marija Slavkovik.

International Conference on Intelligent Robots and Systems

The 2024 International Conference on Intelligent Robots and Systems (IROS 2024) took place from 14-18 October in Abu Dhabi, UAE. Our Managing Editor, Lucy Smith, attended the event to give a science communication training session with Evan Ackerman from IEEE Spectrum. The session guided researchers on communicating their work via social media and blog posts, and gave some tips on dealing with media.

A milestone for the European Conference on AI

This year marks the 50th anniversary of the European Conference on AI (ECAI). The 27th edition was held from 19-24 October in Santiago de Compostela, Spain. The programme featured technical papers, keynote and invited talks, workshops and tutorials, and panels. We give a flavour of the event in these two social media round-ups: Part 1 | Part 2. The proceedings from the conference are open access, and can be found here.

Conference on Artificial Intelligence, Ethics, and Society

October proved a busy month for conferences, with the AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (AIES) taking place from 21-23 October, in San Jose, California. The conference is designed to bring together researchers from different disciplines to discuss AI and its impact on society, ethical issues and challenges. The organisers awarded the best paper awards during the opening ceremony and you can see the winners here. The proceedings are available here.

Nobel Prizes in physics and chemistry awarded for machine learning research

On 8 and 9 October respectively, the much-anticipated physics and chemistry Nobel Prizes for 2024 were announced. Both prizes celebrated machine learning-related research, with the physics prize going to John Hopfield and Geoffrey Hinton “for foundational discoveries and inventions that enable machine learning with artificial neural networks”, and the chemistry prize divided between David Baker (“for protein structure prediction”) and Demis Hassabis and John Jumper “for protein structure prediction”. You can find out more about the awards, and links to the scientific background here.

AI Song Contest

Now in its fifth year, the grand finale of the 2024 AI Song Contest took place on 5 October in Zürich. The winning team was Onda Corta (comprising the Chilean duo Bernarda Castillo and Andrés Mondaca) with their song Sudamérica. You can listen to their entry and find out more about how they used AI models in the creative process here.

What is “best practice” when working with AI in the real world?

Working with AI in real-world conditions can be quite a different proposal to the idealised settings often discussed in theory. Anna Demming speaks to a panel of experts about how to meet “best practice” aspirations within real world constraints, and how to avoid common pitfalls.

AAAI call for educational videos

Are you interested in making a short video (2-3 minutes) about an aspect of AI for a general audience? AAAI is soliciting submissions to a new competition to help spread informative, accurate, and timely information about AI research and applications. Winning videos will be publicized by AAAI and shown on its website and at the annual AAAI conference. Find out more.


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