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cover of episode #113 - Nvidia’s 10k GPU, Toolformer, AI alignment, John Oliver

#113 - Nvidia’s 10k GPU, Toolformer, AI alignment, John Oliver

2023/3/4
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Last Week in AI
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A
Andrey Karenkov
J
Jeremy Harris
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Andrey Karenkov: 本期节目讨论了Nvidia的GPU在AI竞赛中的主导地位，生成式AI对法律行业的冲击，机器人技术公司的挑战，以及AI的未来发展趋势。我们还探讨了AI安全、AI监管以及AI对社会的影响等问题。 Jeremy Harris: Nvidia的GPU在AI领域占据主导地位，大型AI模型的训练需要耗费巨资购买大量的GPU。生成式AI正在改变法律行业，律师事务所开始使用AI工具来辅助法律工作，但同时也存在风险，例如AI模型的幻觉问题。机器人技术公司面临资金压力，大型语言模型的兴起可能对机器人公司造成冲击。AI技术具有双重用途，既可以用于建设性目的，也可以用于破坏性目的，政府应该加强对AI技术的监管。 Andrey Karenkov: 本期节目涵盖了多个主题，包括AI技术在不同领域的应用，以及AI技术带来的机遇和挑战。我们讨论了Nvidia GPU在AI产业中的主导地位，生成式AI对法律行业的变革，以及机器人技术公司面临的困境。此外，我们还探讨了AI模型的安全性、可靠性以及AI对社会的影响，并对AI的未来发展趋势进行了展望。 Jeremy Harris: 大型语言模型的快速发展正在改变着各个行业，同时也带来了新的风险和挑战。我们需要关注AI模型的安全性和可靠性，并制定相应的监管措施。同时，我们也应该积极探索AI技术的应用，以促进社会进步和发展。

Deep Dive

Chapters
The hosts discuss how ChatGPT and GPT-3 are accelerating AI development and the broader implications of these advancements.

Shownotes Transcript

Our 113th episode with a summary and discussion of last week's big AI news!

Check out our text newsletter at https://lastweekin.ai/

Stories this week:

Applications & Business

Meet the $10,000 Nvidia chip powering the race for A.I.)

Generative AI Is Coming For the Lawyers) 

Vicarious Surgical cuts 14% of staff)

Alphabet Layoffs Hit Trash-Sorting Robots) 

Spectrum uses generative AI to create TV commercials)

Spotify’s new AI-powered DJ will build you a custom playlist and talk over the top of it)

Amazon’s Cloud Partners With Startup Hugging Face as AI Deals Heat Up)

Research & Advancements

Toolformer: Language Models Can Teach Themselves to Use Tools)

Human-Timescale Adaptation in an Open-Ended Task Space)

RT-1: Robotics Transformer)

Meta heats up Big Tech's AI arms race with new language model)

MIT researchers have developed a new technique that can enable a machine learning model to quantify how confident it is in its predictions)

Machine learning makes long-term, expansive reef monitoring possible) 

How AI Can Help Design Drugs to Treat Opioid Addiction)

Policy & Societal Impacts

"AI alignment" and uncalibrated discourse on AI)

  • What ChatGPT means for the new future of national security)

How I Broke Into a Bank Account With an AI-Generated Voice)

AI-Human Romances Are Flourishing—And This Is Just the Beginning)

Machine learning is helping police work out what people on the run now look like) 

Planning for AGI and beyond)

Art & Fun Stuff

Artificial Intelligence: Last Week Tonight with John Oliver (HBO)) 

ChatGPT launches boom in AI-written e-books on Amazon) 

‘Hollywood 2.0’: How the Rise of AI Tools Like Runway Are Changing Filmmaking)

Sci-fi becomes real as renowned magazine closes submissions due to AI writers) 

The AI-powered Seinfeld spoof is set to return to Twitch with new guardrails in place)