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cover of episode Today in AI: ⚡Nvidia CEO Says His AI Chips Are Improving Faster Than Moore’s Law 🎉Nvidia Rings in 'Age of AI Agentics' at CES 2025  🩺AI Boosts Cancer Detection in Landmark Study 📊Google CEO: Over 25% of New Code is AI-Generated

Today in AI: ⚡Nvidia CEO Says His AI Chips Are Improving Faster Than Moore’s Law 🎉Nvidia Rings in 'Age of AI Agentics' at CES 2025 🩺AI Boosts Cancer Detection in Landmark Study 📊Google CEO: Over 25% of New Code is AI-Generated

2025/1/9
logo of podcast AI Unraveled: Latest AI News & Trends, GPT, ChatGPT, Gemini, Generative AI, LLMs, Prompting

AI Unraveled: Latest AI News & Trends, GPT, ChatGPT, Gemini, Generative AI, LLMs, Prompting

AI Deep Dive AI Insights AI Chapters Transcript
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主持人2
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Jensen Huang: 英伟达的AI芯片发展速度超过摩尔定律,最新的GB200 NVL72超级芯片性能显著提升,这将推动AI应用的普及和成本降低。英伟达宣布进入AI代理时代,并发布了相关产品和平台,例如RTX Blackwell GPU、Project Digits和Cosmos开源平台,旨在促进AI技术发展和应用。 主持人1:英伟达的AI芯片技术突破将使AI应用更快更便宜,并推动AI代理时代的到来。AI代理能够进行推理、使用工具、分析视频和图像,解决复杂问题。英伟达与丰田合作,将AI系统应用于自动驾驶汽车,这表明AI技术已经开始融入日常生活。一项研究表明,AI可以显著提高癌症检测率,使用AI的放射科医生癌症检测率提高了17.6%,并且提高了活检的准确性,同时提高了效率。 主持人2:松下公司发布了UMI,一款为家庭设计的AI健康教练,能够理解家庭的需求和目标,并利用AI帮助实现这些目标。UMI与Aptiv、Precision Nutrition和Sleep Score Labs等专家合作,提供定制的健康计划。NASA正在越来越多地使用AI进行太空探索和地球气候变化监测。Adobe的数据显示,AI助手(如ChatGPT)导致假日购物网站流量增长了1300%。谷歌CEO桑达尔·皮查伊透露,谷歌超过25%的新代码是由AI生成的。大多数美国人认为,通用人工智能(AGI)将在5年内实现。Meta的AI聊天机器人模仿有争议的人物引发了争议,突显了AI伦理问题。我们需要关注AI快速发展带来的潜在风险和挑战,例如伦理问题、偏见和安全问题,并思考如何在塑造AI的未来中发挥作用,确保AI被负责任地使用,造福于所有人。OpenAI的Operator是一个能够自主执行指令的AI代理,但存在安全漏洞(提示注入)问题。我们需要培养批判性思维、解决问题和创新能力等核心技能,以适应AI驱动的未来。

Deep Dive

Key Insights

Why is NVIDIA's CEO claiming their AI chips are improving faster than Moore's Law?

NVIDIA's CEO, Jensen Huang, claims their AI chips are improving faster than Moore's Law because AI advancements are accelerating at an unprecedented rate. Moore's Law states that the number of transistors on microchips doubles every two years, but NVIDIA's latest GB200 NVL72 superchip is 30 to 40 times faster for AI tasks compared to previous chips, showcasing a leap in performance that outpaces traditional computing advancements.

What is the significance of NVIDIA's announcement of the 'Age of AI Agentics' at CES 2025?

NVIDIA's announcement of the 'Age of AI Agentics' at CES 2025 signifies a new era where AI agents can reason, use tools, and solve complex problems. They unveiled products like the RTX Blackwell GPU, Project Digits (a super-powered laptop), and Cosmos (an open-source platform for robotics and autonomous vehicles). These innovations aim to democratize AI by providing cutting-edge tools for developers and industries, making advanced AI applications more accessible.

How did AI improve cancer detection rates in the landmark study mentioned?

In the landmark study, AI improved cancer detection rates by 17.6% among radiologists who used it during breast cancer screenings. The AI not only increased detection rates but also improved the accuracy of biopsies, with 65% of AI-assisted biopsies confirming cancer compared to 59% without AI. Additionally, radiologists using AI read scans 43% faster, reducing the average time per case from 30 seconds to 16 seconds without losing accuracy.

What percentage of Google's new code is AI-generated, according to CEO Sundar Pichai?

Google CEO Sundar Pichai revealed that over 25% of Google's new code is AI-generated. This highlights AI's growing role in software development, where it is now capable of understanding complex programming concepts and writing efficient, elegant code, marking a significant shift in how software is created.

What are the ethical concerns raised by the increasing power of AI?

The increasing power of AI raises ethical concerns such as bias in AI systems, potential misuse, and unintended consequences. For example, AI chatbots imitating controversial figures like Hitler and Jesus have sparked controversy. Ensuring AI aligns with human values, preventing harm, and addressing inequalities are critical challenges. Strong ethical frameworks, safety measures, and constant monitoring are needed to ensure AI benefits everyone responsibly.

What is prompt injection, and why is it a concern for AI systems like OpenAI's Operator?

Prompt injection is a security vulnerability where malicious code or commands are inserted into seemingly harmless prompts given to AI systems. For example, an AI agent instructed to 'Book a flight to London' could be tricked into performing unintended actions, compromising data or finances. This is a major concern for systems like OpenAI's Operator, which has delayed its release to address these security issues and ensure safe deployment.

What skills are essential for individuals to thrive in an AI-powered future?

Essential skills for thriving in an AI-powered future include critical thinking, problem-solving, creativity, and innovation. While AI excels at processing information and automating tasks, it lacks uniquely human abilities like analyzing complex patterns, making judgments, and generating original ideas. Individuals should focus on developing these skills to complement AI's capabilities and work collaboratively with the technology.

Chapters
Nvidia's CEO claims AI chip improvement surpasses Moore's Law. The company launched the GB200 NVL72 superchip and announced the 'Age of AI Agentics' at CES 2025, unveiling new products and platforms. A partnership with Toyota highlights AI's potential in self-driving cars.
  • Nvidia's AI chips are improving faster than Moore's Law
  • Launch of GB200 NVL72 superchip (30-40x faster)
  • Announcement of 'Age of AI Agentics' at CES 2025
  • Partnership with Toyota for self-driving cars

Shownotes Transcript

Translations:
中文

Hey, everyone, and welcome to this deep dive. We are going to be looking at all the AI news that came out on January 8th, 2025. It sounds good. Yeah, it was a really busy day. Like someone took a year's worth of AI advancements and just crammed them into 24 hours. It really does feel that way, doesn't it? Totally. So we've waded through tons of articles or reports. Yeah. To bring you the most interesting stuff. So get ready.

Because this is going to be a wild ride. Oh, cool. All right. Let's jump right in with NVIDIA. Okay. You know, their CEO, Jensen Huang, made this bold statement that their chips are evolving faster than Moore's Law. Now, I know some of you might be thinking, wait, what was Moore's Law again? So, to quickly recap, it's basically the idea that the number of transistors on these tiny microchips doubles about every two years. And, of course, that means computing power doubles, too. Right. And it's been a driving force behind, like,

the entire digital revolution for decades. Yeah, for sure. But what Huang is saying is that AI is actually accelerating even faster than that, which is mind-blowing. It's really remarkable. And, you know, to back up that claim, NVIDIA revealed their latest and greatest, the GB200 NVL72 superchip. This thing is seriously impressive. It's something like 30 to 40 times faster for AI tasks compared to their previous chips. Wow. Yeah.

Yeah. So just think about what that means for, you know, everyday AI applications like tasks that used to take hours, even days. Right. Could soon be done in minutes. Exactly. And of course, faster processing usually means the cost goes down. Yeah. Which could make all this powerful AI more accessible to, well, everybody. Absolutely. But wait, there's more. Always. NVIDIA didn't stop there. Right. At CES 2025, they made this big announcement. They said the age of AI agentics is officially here.

And then they unveiled a whole bunch of new products and platforms to kind of bring this vision to life. Bold move. Yeah, it is a bold statement for sure. But when you look at what they're actually putting out there, it starts to feel, well, a lot less like science fiction and more like the near future. So first, they announced the RTX Blackwell GPU. This thing is it. It promises to be like a total game changer, especially for graphics and AI processing. Yeah. And then they've got project digits.

Now, imagine a laptop, but it's a thousand times more powerful than the one you have now. Crazy. It's project digits. But what really stood out to me was Cosmos. Oh, yeah. Yeah. You know, it's an open source platform, so anyone working with robotics or autonomous vehicles can use it. And it's built on these really powerful foundation models. So NVIDIA is not just giving us faster chips. They're giving everyone access to these, like,

cutting edge building blocks of AI. Exactly. That's amazing. Democratizing AI. Yeah. And on top of that, they're rolling out these brand new AI models specifically designed for agentic applications. Think about it. AI agents that can like

Reason, use tools, analyze video and images. We're talking about AI that can solve complex problems, not just do simple tasks. It's a whole new level of AI. It is. And to show us how this might actually work in the real world, NVIDIA announced this partnership with Toyota. Oh, right. Yeah, to put these AI systems into self-driving cars. Makes sense. So, you know, it really looks like this age of AI-gentics that they're talking about could become part of our daily lives. It seems closer than ever, that's for sure. Definitely.

Now, let's move on to something a little closer to home, literally. Panasonic unveiled UMI. It's an AI wellness coach designed for families. Interesting. I know. I know. Before you roll your eyes and say, oh, great, another AI assistant nagging me, hear me out. This is a little different. All right. So it's not just about telling you to eat your veggies and go to bed on time. Right.

It's designed to actually understand your family's needs and goals. Okay. And then use AI to help you all achieve them together. I see. And it uses Anthropics' Clawed AI model, which is really good at understanding and responding to normal human language. That makes a big difference. It does. So it feels more like you're talking to a helpful friend instead of some robotic taskmaster. Right. But here's the really interesting part.

Panasonic teamed up with actual experts in different fields. Like

Aptiv for fitness. Oh, wow. Precision nutrition for diet advice. And of course, Sleep Score Labs for, well, sleep. I see. So it's not just a scheduler or reminder system. It actually gives you customized wellness plans. Exactly. It's like having a whole team of coaches all powered by AI right there in your living room. Wow. Pretty amazing. So from those supercharged chips to family wellness coaches, we see AI making waves everywhere.

But maybe the most impactful news came from medicine with this incredible study on how AI is changing cancer detection.

And that's where we're going to pick up in part two. Sounds good. Looking forward to that. So this study, it looked at a pretty large group of radiologists, actually. Yeah. Yeah. 119 to be exact. And they had over 460,000 women who are going through breast cancer screenings. Okay. And the interesting part is the radiologist could choose whether or not they wanted to use AI. So it wasn't like they were forced to adopt the technology. Right. Exactly. It was a real test of how AI could actually be used in current situations.

medical practice. Makes sense. So what were the results? Did using AI make a difference? Well, the radiologists who did choose to use AI, they saw a pretty significant increase in cancer detection rates. How much of an increase? 17.6%. Wow. Which is a pretty big jump and it suggests that AI can really help doctors

doctors catch those cases that they might have missed otherwise. That's incredible. But finding cancer is just the first step, right? Yeah. What about the accuracy of the AI? Was it just flagging more cases or were they actually more accurate diagnoses? That's a good question. And the study did look into that. Turns out it wasn't just about more detections. The AI was actually leading to more accurate biopsies. Oh, wow. Yeah. So out of

All the biopsies ordered, 65% of the ones from readings that used AI actually confirmed cancer. Okay. Compared to 59% without AI. So not only were they finding more cases, but the biopsies were more likely to actually be cancer. That's huge, both for early detection and for reducing those unnecessary procedures. Exactly. And there's another benefit that you might not expect. What's that? Efficiency. Okay.

So the study found that using AI actually let the radiologists read the scans 43% faster. Seriously? Yeah. And they did it without losing accuracy. Wow. That's amazing. We're talking about going from an average of like 30 seconds per case down to just 16 seconds. That's a huge time saver. It is. So it really does seem like AI could be a powerful tool in fighting cancer. Absolutely. But, you know, that wasn't the only place AI was making news on January 8th.

NASA has been using AI more and more for its missions, too. Everything from navigating the Mars rover to, you know, monitoring climate change here on Earth. Yeah, it's a great example of how AI is helping us explore more, you know, pushing the boundaries of what's possible, whether it's in space or understanding our own planet. It's like having this tireless research assistant that can go through mountains of data and, you know, help us see patterns that we might have missed.

Speaking of patterns, Adobe released some data about how AI is changing the way we shop. Get this.

AI assistance, like ChatGPT, actually led to this massive 1,300% jump in web traffic for holiday shopping. Wow, 1,300%. That's huge. It's crazy. It really shows you how AI is changing the whole consumer experience. It's not just about browsing websites anymore. It's like having this personal shopping assistant that can help you find exactly what you need. Exactly. It can help you compare prices, even give you recommendations. It's perfect.

pretty incredible. And hold on. Get this Google CEO Sundar Pichai. He revealed that over 25 percent of Google's new code is actually being written by A.I. Seriously. Yeah. That's a pretty clear sign that A.I. is becoming well a major force in software development. It's not just automating small tasks anymore. A.I. is actually understanding those more complex programming concepts you know. And it's writing code that's really efficient and even elegant I've heard. It's amazing.

With all this talk about AI getting more powerful, it's no wonder that most Americans now think we're less than five years away from artificial general intelligence or AGI. Right. You know, for those who haven't heard that term before, AGI basically means AI that's as smart as a human.

Like it can do any intellectual task that we can. It's really interesting to see how quickly public opinion has shifted. I mean, just a few years ago, AGI seemed like this far off concept, something that might happen decades from now. But now it feels a lot closer. And while there's still debate about exactly when or how AGI will arrive, it's clear that we're in a time of incredible technological change. And AI is at the heart of it. Totally.

But as AI gets more powerful, it also brings up questions about ethics, right? Like, remember those meta AI chatbots that started imitating controversial figures? Oh, yeah. Like Hitler and Jesus. That caused a lot of controversy and for good reason. It definitely raised some red flags. It shows that as we build more complex AI systems, we have to be really careful. We need to make sure they're aligned with our values and that they're used in a way that benefits everyone.

everyone. Absolutely. It's going to require a lot of thought about ethical frameworks and we need strong safety measures and constant monitoring. We have to prevent unintended consequences.

It's a tricky balance, right? We want to push the boundaries of what AI can do, but we also need to be careful and make sure we're not creating something that could ultimately hurt us. Right. And it's not just about preventing harm. It's also about making sure AI is used fairly. We have to be aware of any potential biases in the systems, and we need to make sure these technologies don't make existing inequalities worse or even create new ones. Yeah, it's a complex issue, but it's one we absolutely have to address if we want to make sure AI benefits

Everyone. So in the midst of all the excitement about what AI can do, there's also this growing awareness of the challenges. Yeah. It's a good reminder that AI isn't just a neutral tool. It reflects our own values and biases.

And it's up to us to make sure it's used for good. Absolutely. Speaking of tools, have you heard about OpenAI's operator? I have, but I don't really know much about it. Well, it's been getting a lot of buzz lately. Imagine an AI agent that not only understands what you're asking it to do, but it can actually carry out those instructions on its own. Like it can interact with different systems and services to complete tasks without you having to constantly supervise it. Okay. That's

basically what operator is supposed to be like a super powered virtual assistant you know it could handle all sorts of things from scheduling appointments to like managing projects maybe even controlling your smart home devices that sounds incredibly powerful but is it actually ready to be used i thought i heard something about security issues and delays yeah you're right there have been reports of delays because of a vulnerability called prompt injection

You've said that term a couple of times now, prompt injection. What does that actually mean? So prompt injection is basically a way to attack AI systems that use natural language instructions. Oh, okay. So think about it like this. You give the AI agent a prompt like, "Book me a flight to London." Right.

And the AI is supposed to follow that instruction and do what you asked. Yeah. But with prompt injection, someone could sneak in malicious code or commands into that seemingly harmless prompt. Oh, I see. So instead of booking your flight, the AI might end up doing something totally different, something that could compromise your data or even your finances. Okay. Now I understand why that's a big concern. Yeah.

Especially with an AI agent that has so much potential access. Exactly. So is OpenAI working on fixing this before they release it? Yeah, they are. They're taking it very seriously and they've delayed the release to focus on security. They know that security is absolutely essential, especially with an AI agent that can do so much. It's a good reminder that as we get excited about all the cool things AI can do, we also have to be aware of the risks.

We have to take steps to mitigate those risks and not just build cool tech, but build it responsibly. For sure. So we've talked about the big picture of AI, the advancements, the ethics, the impact on society. But let's zoom in a little bit.

With all these changes happening, what does it mean for us as individuals? What skills do we need to develop to thrive in this AI-powered future? It's a question a lot of people are asking. It's tough to predict exactly what the job market will look like years from now, but there are certain skills that will probably always be in demand regardless of how AI evolves. So maybe instead of trying to guess the future, we should focus on those core skills that will be valuable no matter what. Right. So first and foremost...

Anything that involves critical thinking and problem solving. You know, AI can process tons of information and automate tasks, but it's not great at those uniquely human skills. We need to be able to analyze information, identify patterns and make good judgments. Those are always going to be valuable.

It makes sense. We need to be better humans, not try to be better robots. Exactly. Creativity and innovation will also be really important. You know, AI can come up with ideas, but it's still humans who bring that spark of originality. We can think outside the box and come up with truly new solutions.

So it's not about competing with AI, but working with it, using its strengths, but also recognizing our own unique abilities. Absolutely. It's about finding that balance where human ingenuity and AI can work together. You know, thinking back to NVIDIA's idea of the age of AI agentics,

It seems like we're already starting to see that collaboration. AI agents are becoming part of our devices, our homes, our workplaces. They help us automate tasks, make decisions, and even create new forms of art and entertainment. It's a really fascinating time to be watching this evolution unfold. But like any powerful technology, there are risks and challenges that we need to be mindful of. We've talked about some of those already. The ethical considerations, potential biases, the need for strong security systems.

But as we wrap up this part of our deep dive, I want to leave our listeners with a question to think about. With AI changing so rapidly, what will your role be in shaping its future? That's a great question. Each of us needs to consider that. Will we embrace AI as a tool for progress? Will we make sure it's used responsibly in a way that benefits everyone? Or will we just sit back and watch as it changes our world without our input? The choices we make now will determine what that future looks like.

And that future isn't set in stone. We're creating it together right now with every decision we make. So as we move on to the final part of our deep dive, I encourage everyone to stay informed, stay engaged, and stay curious. This world of AI is constantly changing, and there's always something new to learn, something new to explore.

Welcome back for the final part of our deep dive into January 8th, 2025. It was a day packed with AI news from NVIDIA's bold age of AI agentics to that amazing study about AI in cancer detection. It really showed how fast AI is moving and all the potential it has to change the world. Absolutely. We've also talked about like the ethical questions and those essential skills we need to thrive in this new AI powered world, right? Like critical thinking and creativity.

But before we wrap up, what stood out to you the most from all the news we talked about? That's a tough one. There were so many big developments. But honestly, that study about AI helping detect cancer, that really stuck with me. Me too. It's such a powerful example of how AI can be used for good, you know, to solve real problems, not just be some futuristic concept. It's already making a difference in people's lives. Yeah, that study was a real highlight. It shows that AI is about more than just hype.

But it also makes you think, like, if AI can detect cancer better than humans, what does that mean for doctors and radiologists? That's a good question. And it's not just about medicine. It applies to a lot of fields. Right. Like earlier, we talked about how AI is writing a good chunk of Google's new code. So does that mean like software developers are going to be out of a job?

I don't think it's about AI replacing jobs entirely. It's more about the types of skills that will be valuable. As AI handles more of the routine stuff, humans will need to focus on the things AI isn't good at yet. Like those creative, strategic human things? Exactly. It's not about humans versus AI, but about how we can work with it. Right. We need to learn how to use AI to our advantage while recognizing what makes us uniquely human. And going back to NVIDIA's idea of the age of AI agentics,

It feels like we're already seeing that partnership in action. AI agents are becoming part of our daily lives, in our phones, our homes, our offices. They're helping us automate tasks, make decisions, even create new forms of art.

It's a really exciting time to be alive watching this all unfold. But like with any powerful technology, there are also those potential downsides we can't ignore. We've touched on those. The ethical questions, bias in AI, and making sure it's secure. So as we wrap up our deep dive, I want to leave everyone with one last thought to consider. Okay. As AI keeps advancing at this crazy pace...

What will your role be in shaping its future? It's a question we all need to ask ourselves. Will we be active participants making sure AI is a force for good in the world? Or will we just be passive observers?

It's our choices that will determine what the future of AI looks like. It's not set in stone. We're creating it right now with every decision we make. So to everyone listening, stay informed, stay engaged, and stay curious about AI. It's a constantly changing landscape, and there's always something new to learn. And that's it for our deep dive into January 8th, 2025, a day that showed us both the immense potential of AI

and the challenges that come with it. Thanks for joining us. And until next time, keep exploring, keep learning, and keep shaping the future of this incredible technology.