We're sunsetting PodQuest on 2025-07-28. Thank you for your support!
Export Podcast Subscriptions
cover of episode Mini Episode: Startup News, NeurIPS Changes, and US-China Tensions

Mini Episode: Startup News, NeurIPS Changes, and US-China Tensions

2020/6/21
logo of podcast Last Week in AI

Last Week in AI

AI Deep Dive AI Chapters Transcript
People
D
Daniel Bashir
Topics
Daniel Bashir: 本周的AI新闻综述涵盖了波士顿动力公司机器狗Spot的商业化应用,以及Neuromagic公司旨在使深度学习模型能够在CPU上运行的努力。此外,他还讨论了NeurIPS大会为提高包容性所做的改变,以及百度退出人工智能伙伴关系组织的事件,并分析了美中科技紧张关系对人工智能领域合作的影响。他指出Spot机器狗的高昂价格和其商业用途的限定,以及Neuromagic公司技术在深度学习领域的潜在影响和挑战。他还强调了NeurIPS大会在降低门槛和提高包容性方面的努力,以及百度退出人工智能伙伴关系组织的背景和潜在影响。最后,他还分析了美中科技冷战的加剧以及两国在人工智能领域脱钩的困难。

Deep Dive

Shownotes Transcript

Translations:
中文

Hello and welcome, this is Daniel Bashir here with Skynet today's Week in AI. This week we'll look at more startup news, updates from the world's largest AI conference, and how US-China tensions are affecting their AI alliance. First, it turns out that I, or the article I was reporting on, was actually wrong last week about Boston Dynamics' dog Spot.

If you've been setting aside some money for a luxury car, you can use it to buy your very own quadrupedal robotic dog instead for just $74,500. But it still won't be your run-of-the-mill pet. According to the IEEE Spectrum, Boston Dynamics has been careful to specify that Spot is intended for commercial use and that they don't want people using it at home for fun.

While Boston Dynamics is building hardware you can now bring home, another startup is trying to help you free yourself from it. According to the MIT Technology Review, MIT professor near Shabit startup Neuromagic wants to allow any company to deploy a deep learning model without the need for expensive GPUs and massive amounts of compute.

By fiddling with the software to make deep learning algorithms run more efficiently on a CPU, their product is able to achieve the same performance as a GPU despite not being able to use parallelization. Chauvet believes this may be the future of deep learning, but others are not so sure. Despite the desire for accessibility, the field will need to move forward and therefore require even more advanced and specialized hardware.

The need for hardware may make AI less inclusive, but AI's most prominent conference is trying to move in the other direction. NeurIPS, which has received press in the past few years for first changing its acronym in response to problematic behavior and second requiring a societal impact statement, is changing even more this year.

OneZero reports that the 2020 conference, which will be entirely virtual, has lifted its attendance cap and substantially reduced the ticket price. NeurIPS used to be a microcosm of a field that is largely white and male, with its high costs of attendance preserving the homogeneity. But organizers and attendees hope the changes will continue the push for inclusivity.

Finally, Chinese search giant Baidu has left the partnership on AI, a US-led effort to promote collaboration on ethical issues related to AI. Wired reports that Baidu cited financial pressures and the cost of membership for its leaving. But the departure comes amid strained times for US-China relations.

Wired reports that the US and China seem to be locked in a technological cold war. The US has launched fierce criticism of Chinese AI companies recently, particularly for their role in supporting nationwide surveillance and the repression of Muslims in Xinjiang province.

A separation between the US and China will be difficult due to the countries' already established interdependence. Furthermore, engagement with Chinese companies could offer visibility on China's AI development and help the US regulate against authoritarian uses of AI.

That's all for this week. Thanks so much for listening. If you enjoyed the podcast, be sure to rate and share. If you'd like to hear more news like this, please check out skynetoday.com, where you can find our weekly news digests with similar articles.