In short
The episode covers the global AI race and policy debate: Trump’s UNGA remarks on “superintelligence” and rejecting global AI control, the UN Security Council briefing by frontier AI labs, US-China AI talks, and market/industry moves. It also highlights Alibaba’s new AI chip to challenge NVIDIA and World Labs’ “world model” approach to AI safety and robotics. It concludes with education for the AI era via the Horowitz Andreessen Academy.
Guests (and backgrounds)
Nancy Tengler, CEO/CIO of Laffer Tengler Investments; Fei-Fei Li, co-founder/CEO of World Labs and Stanford AI researcher; Gargan Biani, CEO/founder of Horowitz Andreessen Academy.
Key claims
Trump favors encouraging AI over regulating it; investors expect no major market shock. China won’t self-regulate; chip access to NVIDIA is the key constraint. Fei-Fei Li argues world models generate controlled 3D/4D pixel/geometric outputs and need ecosystem-level benchmarking for safety. Alibaba aims for AGI and 20 gigawatts of compute.
Notable examples
Meta’s “Muse” AI agent; SpaceX AI’s GrokBot user growth; Alibaba’s accelerator “GenWoo V900” (training); UN Security Council briefings by Anthropic/OpenAI/Hugging Face; Horowitz Andreessen Academy (tuition-free, ages ~16–20).
Written by AI. May contain mistakes. Listen to the episode to check what was said.
Chapters
Tap a time to open that second in VOTrump's UN Speech and AI
0:45 to 1:05
Discussion on President Trump's address at the UN focusing on AI.
“It's designed to help you move from a chaotic starting point to a reviewable first version.”
Trump's UN Speech and AI
2:10 to 2:54
Discussion on President Trump's address at the UN focusing on AI.
“He will encourage superintelligence, the president said, not rein it in.”
Analysis of Trump's Foreign Policy
2:54 to 4:59
Tyler Kendall summarizes Trump's foreign policy comments, particularly on Iran and AI.
“Hey, Ed, well, at this point, President Trump really used this speech to defend his foreign policy objectives, saying that he has tackled, quote, intractable challenges.”
Implications of AI in US-China Relations
4:59 to 6:06
Nancy Tengler discusses the implications of Trump's AI comments in relation to China.
“and it's on AI that we will pick up and carry on this episode of Bloomberg Tech.”
Nancy Tengler on Meta's AI Ambitions
6:06 to 9:06
Nancy Tengler shares insights on Meta's AI developments and market position.
“In terms of the bigger picture markets, picture, you know, Bloomberg writes in its global rap that stocks and bonds wavered during that speech.”
Upcoming Guests and Topics
9:06 to 9:30
Preview of upcoming discussions with leaders during the UN General Assembly.
“Now coming up, world leaders are gathering at the UN General Assembly and we'll be joined by Irish Foreign Minister Helen McKenty.”
UN Secretary General on AI
9:30 to 11:28
Discussion on UN Secretary General's comments about AI and global cooperation.
“Our future will be shaped by how we address four great tests of power.”
US-China AI Policy Overview
11:28 to 14:01
Mike Shepard outlines the current state of US-China relations concerning AI.
“Sheb, let's revisit our conversation from yesterday.”
U.S. AI Regulations and Administration Perspectives
14:01 to 15:19
Discussion on the current U.S. administration's stance on AI regulations and industry insights.
“He wants to encourage the development of this technology, not rein it in.”
SpaceX AI Agent GrokBot Surge
15:20 to 16:41
Report on GrokBot's user growth and its implications in the AI landscape.
“We have so much more coming up in the program after the break.”
Show all 22 chapters
Alibaba's AI Ambitions and New Chip Launch
16:42 to 18:43
Exploration of Alibaba's new AI chip and its competitive strategy against NVIDIA.
“This is really interesting because it was just three, four months ago they put out their last generation chip.”
Alibaba's AI Ambitions and New Chip Launch
19:59 to 20:36
Exploration of Alibaba's new AI chip and its competitive strategy against NVIDIA.
“Some people treat ChatGPT like some kind of smart search engine, and some use it to get work done.”
Alibaba's AI Ambitions and New Chip Launch
20:43 to 21:43
Exploration of Alibaba's new AI chip and its competitive strategy against NVIDIA.
“But sometimes what matters most is being ready for what you never saw coming.”
Rethinking Education for the AI Era
21:44 to 23:42
Discussion about the Horowitz and Andreessen Academy and its innovative approach to education.
“This is what financial markets look like.”
Skills for Success in the AI Age
23:43 to 28:00
Insights into the skills needed for success and the role of the academy in developing them.
“So the mentality that, you know, we talk to hiring partners every day and ask them, who are the employees that you want to bring on?”
Interpersonal Skills in Education
28:00 to 29:23
Discussion on the importance of interpersonal skills in educational settings.
“I mean, we believe interpersonal skills and life skills are a critical part of the academy.”
SoftBank's Junk Bond Sale
29:23 to 29:57
Update on SoftBank's bond sale and its implications for AI funding.
“An update to a Bloomberg report from yesterday.”
Understanding World Models
30:05 to 35:48
Exploration of the concept of world models and their applications in AI.
“The people who seem to get more done than everyone else, they're not working longer hours or running on more caffeine.”
The Role of Responsibility in AI
35:48 to 39:20
Discussion on the ethical considerations and responsibilities in AI development.
“As many foundation models, these use cases are pretty horizontal.”
Benchmarking World Models
39:20 to 42:00
Debate on the need for benchmarks in evaluating world models in AI.
“Your industry colleagues and peers at the frontier say we should pace development at the frontier, the most capable models, in part because safety and alignment has not kept pace with the improvement in capability.”
The Importance of AI Benchmarking
42:00 to 43:59
Explore the need for effective benchmarking in AI development.
“It's about our shared, as well as individual dignity, agency, as well as our responsibility.”
Updates from the UN General Assembly
44:00 to 45:31
Hear the latest developments from the UNGA, including AI discussions.
“Let's get back to New York where the U.N.”
Transcript
Automatic transcript. May contain errors.0:00The most effective people at work aren't working harder than everyone else. They're working smarter, inside better systems. Superhuman Go, from the makers of Grammarly, is the AI assistant that works inside every tool you already use, always ready, already aware of what you're working on. It's a teammate whose only job is to help you be better at yours. With Go working with you, you can show off what you do best. See what Superhuman Go can do at superhuman.com. Some people treat ChatGPT like some kind of smart search engine, and some use it to get work done. ChatGPT Work is a new way of working in ChatGPT that can take action across your apps and files, stay with a project for hours if needed, and turn a goal into finished work.
0:46It's designed to help you move from a chaotic starting point to a reviewable first version. So all the source materials, briefs, and scattered information that you have to grind through to turn into something useful can just become something useful. Put ChatGPT to work on your most ambitious ideas and projects. Get started at ChatGPT.com by selecting Work Mode, available on Plus and Pro plans. This is Robert Smith from Business History. If you're listening to this, there's a good chance you're a small business owner. And like every small business owner, you started with a dream to do what you love and watch it grow.
1:21What you probably didn't dream about? Keeping up with cyber threats. That's where MasterCard can help, with access to tools that help identify cyber threats to better protect your business. Building your dream business? Priceless. For cybersecurity in a changing world, there's MasterCard. Learn more at MasterCard.com slash small business. Bloomberg Audio Studios. Podcasts, radio, news.
1:49Ed Ludlow:This is Bloomberg Tech and we've just been listening to US President Donald Trump, his address of the United Nations General Assembly, where the latter part of that speech focused on artificial intelligence, highly relevant to this show, Bloomberg Tech. He said that the US rejects attempts of a global scheme to control AI and that in the future all US documents will use, quote, superintelligence. He will encourage superintelligence, the president said, not rein it in. In terms of what markets are doing, looking at equities, looking at the treasury market and also the dollar, not so many moves in response to the content of the speech.
2:25Ed Ludlow:We see equities largely flat on the whole, some outperformance in technology, U.S. 10-year yield at 4.95%, Bloomberg dollar spot index, not really moving on the content of what the president had to say. Outside of artificial intelligence, a focus on Iran, the events in Venezuela, commentary on Cuba, and a whole lot more. Let's get out to Bloomberg's Tyler Kendall, who is at the UN Rose Garden, to summarize what the president had to say. Tyler. Hey, Ed, well, at this point, President Trump really used this speech to defend his foreign policy objectives, saying that he has tackled, quote, intractable challenges.
3:05early on, as he mentioned, he highlighted Iran, threatening that we can either see escalation or diplomacy in terms of what comes next. He threatened that he has a decision to soon make. On one hand, he can make a deal with Iran to allow the country to rebuild, or on the other, he will, quote, annihilate the Islamic Republic. Domestic and foreign policy really dovetailing there as he claims that Iran is waiting until after the midterm elections to strike a deal. For his part, President Trump says that he is urging Iran to make a deal. As We know there has been growing frustration, not just from the Trump administration, but also from the regional Gulf allies that President Trump is set to meet with later this afternoon.
3:42The president did thank the U.N. Security Council in passing a resolution to condemn Iran when it comes to attacks on commercial shipping. He also claimed that the U.S. is quickly adding to its stockpiles, even as on Friday, Bloomberg News reported that the U.S. is now alerting European allies that they could see delays of up to five years in terms of getting their weapons deliveries. as the U.S. tries to rebuild and revitalize the domestic industrial base. He then pivoted to talk about the Western Hemisphere. We can go through some of the headlines there. The interim president of Venezuela, Adelcy Rodriguez, was in that room.
4:15He also claimed that Cuba will soon fail and said that Secretary of State Marco Rubio is currently negotiating with the country. On Russia, he said that he is going to potentially use that new tariff authority to impose secondary tariffs on Russia. if the Kremlin does not come to the negotiating table. That was some of the foreign policy headlines. But really at the end there, Ed, as you know best, we got that update from President Trump touting artificial intelligence, saying that he's now going to call it super intelligence and that whoever dominates the technology will be the winner, appearing to set the stage for that high-stakes meeting between him and Chinese President Xi Jinping later this week.
4:56Ed Ludlow:I think there's Tyler Kendall at the UN Rose Garden. Thank you very much. and it's on AI that we will pick up and carry on this episode of Bloomberg Tech. President Trump talking about artificial intelligence just moments ago at UNGA and the ongoing AI race with China. Let's bring in Nancy Tengler, CEO and CIO of Laffer Tengler Investments, to digest it all, which, you know, Nancy, I appreciate is no hard task. Look, the president speaks very positively about AI as a strength of America and as a competitive tool against China. Your reaction to his remarks? I mean, I do think they're important, Ed.
5:27Good to be with you. He has taken a position. I actually support that position because I don't think government has been effective at regulating crypto, for example, or even go back to Internet days. So I think self-regulation from the company, solutions around the problems allow us to continue to grow and continue to see disinflationary growth in the U.S. economy, not to mention potential defense applications, et cetera. So I thought it was a good comment for him to make. And superintelligence may, in fact, catch.
6:03Ed Ludlow:We're going to talk about superintelligence in just a second. In terms of the bigger picture markets, picture, you know, Bloomberg writes in its global rap that stocks and bonds wavered during that speech. I would say there was little movement in many asset classes. The main takeaway, though, being that there was no sort of knee-jerk reaction to the idea that the president is going to put America in a position where he wants them to lead in AI. he's not going to allow for a pullback. Yeah, I think that's right. And I think he I mean, he said it before, but now he said it on the global stage. So I think that's a comfort to investors who are thinking about this as, you know, a transitional economy, a technological revolution.
6:43He called it an industrial revolution, whatever you want to call it. This technology is much more powerful than the Internet that we had in the 90s, obviously, and also will change the way we live.
6:55Ed Ludlow:Nancy, this speech is a precursor to a meeting with Chinese President Xi Jinping. As a technology investor in equity markets, how much you braced for that moment and what comes out of it? I don't actually think much will come out of it. We'll get the platitudes, Ed, but I don't think we'll see China ever change their behavior. So the question becomes, you know, over time, will we be able to ship more NVIDIA chips? will that be allowed? I think that's the only thing I'm really paying attention to, but I don't expect China to self-regulate. Nancy, the story of the last 24 hours has been AI agents, Meta, highest level since October, 11 % jump, it continues today because Muse, its AI agent, is number one on the App Store free downloads for Apple.
7:44Ed Ludlow:You've been bearish on Meta in the past. Has anything changed for you? It has. You shamed me into buying it, It took me a while. We recently added it to the portfolio. And I think for a couple of reasons. First of all, it's trading as a value stock. We think the revenue growth will compound at 20%. So on a relative price to sales ratio basis, it's super attractive. And on a price earnings to growth basis, you need a few things to go right. But the advertising business is taking share. And it is. I mean, I've always said my knock has been it's just an advertising company. But I think Muse changes the calculus materially.
8:23And so we'll see. It is a way for them finally to monetize the CapEx spend. And I think that's very important. Then you got MetaOne, which I think is really interesting. And I'll say this, Ed. You know, SpaceX bought Cursor, as you well know. They paid$60 billion for a company that employed 20 people and was four years old. So when you think about the power of these technologies to allow you to leverage innovation and talent with few employees, I think that's one of the things that Meta is going to be contributing to with MetaOne and some of the other applications.
8:58Ed Ludlow:The sell side is saying this is not just the moment of the AI agent, the chat GBT moment, but it justifies Meta's spend as well. That's kind of their conclusion. Nancy Tengler, CEO and CIO of Lafetenga Investments. Thank you very much indeed. Now coming up, world leaders are gathering at the UN General Assembly and we'll be joined by Irish Foreign Minister Helen McKenty. That's next. This is Bloomberg Tech.
9:30Ed Ludlow:Our future will be shaped by how we address four great tests of power. The power over war and peace. the power that concentrates wealth and drives inequality, the power fueling climate chaos and war on nature, and the power unleashed by artificial intelligence. That was UN Secretary General Antonio Guterres earlier this morning showing that AI is taking center stage at the United Nations. Anthropic CEO Dario Amadei and OpenAI's Sam Altman are set to brief the Security Council Wednesday on the future of the technology. amid growing calls for global coordination on AI safety. It comes as President Trump prepares to meet China's Xi Jinping Thursday with AI expected to be a part of the conversation.
10:18Ed Ludlow:Bloomberg's Mike Shepard joins us now from Washington, D.C. The briefing of the leaders of the Frontier Labs to the Security Council. What do we know? Well, Ed, you know, this is not going to be a moment where we get a big reveal from either Dario Amadei or Sam Altman. And it's important to note that Hugging Face CEO Clem DeLong is scheduled to be speaking there, too. We're not expecting them to say anything dramatically new in terms of revelations about breaches or risks. We've heard so much from each of them over the past several weeks. What is interesting, though, is the context. They will be briefing representatives from some of the most powerful countries on Earth, including at the same time in the same room the leaders of the two nations that are responsible for all of the cutting-edge AI development these days, and that is the United States and China.
11:10And those two countries really are locked in competition to try to dominate this technology. And we have heard the contrast between President Donald Trump rejecting calls for global coordination and oversight and the UN Secretary General in his valedictory address to the world body today after 10 years in the job, 10 years where he has talked about artificial intelligence, warning that there, yes, needs to be some global oversight. Yes, there needs to be coordination among nations and that there is this risk that AI is helping to fuel a shift of power to private corporations and wealthy individuals away from governments and removing from people the agency over their own lives.
11:50Ed Ludlow:Sheb, let's revisit our conversation from yesterday. The big moment this week will be President Trump with China's Xi Jinping. You know, we said earlier in the program, AI is going to be on the table. Do we know anything about the parameters of that AI conversation? Well, you know, the representatives from the two countries did meet yesterday in New York for further discussions. Scott Besson and his counterpart talked some more. We did not get a great deal of additional visibility on what the two countries actually went through. And if they had agreed on anything, we did hear Sunday from Scott Besson saying that, look, we have set up the framework for an AI dialogue between the U.S.
12:31and China, where there could be discussions about risks and benefits of the technology. Not too many more details there, Ed. And also some sort of a notification system about risks. Again, it's unclear what we are going to get later in the week when the two sides emerge and actually present their deliverables? Will there be some sort of a formal setup that allows the two countries to really speak to each other in rational terms and in terms that could lead to some productive engagement, even as they are competing very bitterly over this technology? We just don't know. But we are reporting it out.
13:06We are trying to figure out also who will be there. We do know that there will be a number of U.S. executives, high profile names from Silicon Valley present. We don't know whether there will be a complimentary delegation of Chinese executives also set to show up. That will be an interesting thing for us to watch. And look, Ed, there is a lot at stake here. And yet at the same time, we are not expecting big advances. We heard Nancy Tengler say that her expectations for some breakthrough, some grand bargain on AI are very low. And that is our sense, too, from the reporting we have done.
13:40Ed Ludlow:There is basically an effort by private industry to move towards a global standard, to move towards rules regulation. Is it even possible right now, Mike, to summarize what this Trump administration's policy is on pacing the frontier of AI? Well, you know, the president himself really spelled it out pretty clearly in his speech. He wants to encourage the development of this technology, not rein it in. He sees existing U.S. laws as sufficient to handle any sort of risk. They have talked about using liability protections baked into the U.S. code as a way of reining in companies from outpacing the capabilities of their technology and putting users and even nation states at risk.
14:25Now, that does fly in the face of what we have been hearing from Dario Amadei, Sam Allman, and others in the industry who say, yes, we do need some sort of framework. We need to be able to vet these models more clearly. And yes, government does have a role. But the administration for now is not really interested, at least from the president's perspective, in having that kind of conversation. They want to hit the gas as much as possible. They have a lot at stake. AI is central to the administration's economic agenda right now, Ed. And you heard the president also when talking about existential risks, he regards them as a hoax.
15:01And he doesn't see the same need for Garb Reels that members of the industry and certainly people in Congress and in government here across the U.S. and around the world have identified as necessary.
15:14Ed Ludlow:Bloomberg's Mike Shepard with the roundup of everything happening with this administration AI this week. Thank you very much indeed. We have so much more coming up in the program after the break. This is Bloomberg Tech.
15:37Ed Ludlow:I just broke some news on the Bloomberg. GrokBot, the AI agent that SpaceX AI put out in August, topped 400 ,000 weekly users recently. That data affected September 14th. 418 ,000 users of the AI agent, which represents a 24 % week-on-week jump. Interesting because they released Bot back on August 11th, right? There's been so much focus in the last 24 hours on this being the moment of AI agents, particularly around Muse. Muse is a consumer-focused product from Meta. Grok Bot, a much more enterprise-focused product. But it shows some pretty modest momentum for SpaceX AI, the AI unit of SpaceX. Shares kind of went back towards session highs after we put that report out.
16:21Ed Ludlow:Check it out on the terminal and on Bloomberg.com. The stock up 1.5%. Elsewhere in AI, Alibaba is stepping up its AI ambitions, unveiling what it calls China's most powerful AI chip built to take on NVIDIA. It's just one piece of a much bigger push with more than$53 billion committed to AI and plans for a massive expansion in computing capacity. Bloomberg's Peter Elstrom joins us now. This is really interesting because it was just three, four months ago they put out their last generation chip. This one is three times better. Tell us about it. Yeah, this was a big day at Alibaba headquarters in Hangzhou.
16:56They talked about their ambitions in AI on a few different fronts. First of all, the AI accelerator. They see this as an opportunity to compete, not just with NVIDIA, of course, which is the market leader, but also in the domestic market. Huawei has really been ahead here. Camera Corn has been sort of considered the next best alternative. And Alibaba wants to be in that mix. They want to be talked about as one of the leading designers of these AI accelerators. They hope that they're going to be able to use that to push ahead with their broader ambitions. They also talked about putting together over the long term an LLM with 5 to 10 trillion parameters, really aiming at the frontier models that are out there.
17:35And we have, you know, we've seen DeepSeek and Moonshot in China come out as the leaders in the industry. Alibaba has been a little bit overshadowed by these smaller upstarts in recent weeks and months. but they want to push ahead. And the CEO, Eddie Wu, who did the presentation today, has said that his primary objective now is going to be AGI, Artificial General Intelligence. They're also trying to invest a lot of money in capital. They don't have the same kind of money that the Western companies do, but they're planning on investing in 20 gigawatts of compute to be able to push ahead and compete in that area too.
18:13Ed Ludlow:Just really quick, GenWoo V900 is an accelerator for training. at the frontier, training, just very quickly, that's the use case? Yeah, training at this point, that's their goal. Huawei has tried to push ahead into this area too. The Chinese companies, of course, would like to have more access to the NVIDIA chips that are really the cutting edge here, but Alibaba wants to be able to offer these chips that could do training the same way that Huawei is aspiring to do that too. Bloomberg's Peter Elstrom, thank you very much indeed. Coming up, Silicon Valley's rethinking college for the AI era, The launch of the new Horowitz and Dresden founder, CEO Gargambiani joins us next.
18:51Ed Ludlow:This is Bloomberg. The people who seem to get more done than everyone else. They're not working longer hours or running on more caffeine. They've just stopped wasting time on the stuff that doesn't move work forward. Switching apps, re-explaining context, hunting for files. Those aren't small inefficiencies. They're hours wasted every week. Superhuman Go gives you those hours back. From the makers of Grammarly, Go is an AI assistant that sits inside every tab and tool you already use, always available and already aware of what you're working on. Ask it to draft something, summarize a long thread, pull up a file, or prep you for a meeting.
19:34Go handles it without you ever leaving the page you're on. This is what it looks like when AI actually fits into your work, instead of adding to it. It's like having a teammate whose only job is to help you be better at yours. Go keeps up so you can move forward. With Go working with you, you can show off what you do best. Superhuman Go. Find out more at superhuman.com. That's superhuman.com. Some people treat ChatGPT like some kind of smart search engine, and some use it to get work done. ChatGPT Work is a new way of working in ChatGPT that can take action across your apps and files, stay with a project for hours if needed, and turn a goal into finished work.
20:17It's designed to help you move from a chaotic starting point to a reviewable first version. So all the source materials, briefs, and scattered information that you have to grind through to turn into something useful can just become something useful. Put ChatGPT to work on your most ambitious ideas and projects. Get started at ChatGPT.com by selecting Work Mode, available on Plus and Pro plans. If you listen to financial news, you know a lot of time is spent thinking about what's next. The next opportunity. The next investment. The next move. But sometimes what matters most is being ready for what you never saw coming.
20:55A storm damages a second home. A pipe bursts above a collection you spent decades building. An unexpected loss puts a growing business on pause. Those are the days no one sees coming. But for more than 75 years, Cincinnati Insurance has been ready when they do. With deep expertise, coverage for businesses, homes, valuables, and more, Cincinnati Insurance works with independent agents who take the time to understand what matters to you. Together, they help protect more than what you own. They help protect what you're building toward. And when a bad day does come, Cincinnati Insurance has real people there to help make things right.
21:33Because planning for the future isn't only about knowing what's next, it's about making sure you're ready for what you can't predict. Let Cincinnati insurance make your bad day better. Find an independent agent at CINFIN.com.
21:53Ed Ludlow:Welcome back to Bloomberg Tech. This is what financial markets look like. A lot of this relates to oil and whether or not there will be some progress in the Middle East and the Gulf, particularly the Straits of Hormuz. But right now, the S &P 500 flat technology is outperforming a lot of that in the last 24 hours. There's been this discussion about this being the AI agent moment, Muse being the case study. We just broke that news on SpaceX AI's Crock bot also getting some traction. Bloomberg US dollar spot index not really moving as the president of the United States talked about his commitment to AI.
22:28Ed Ludlow:super intelligence and how there is a global scheme against AI, which the US will not participate in. We'll revisit that later in the program. As AI reshapes the workplace, Silicon Valley's rethinking college. The new Horowitz Andreessen Academy is launching an AI focused alternative backed by$42 million and some of tech's biggest names, including OpenAI, Anthropic and NVIDIA. Founder and CEO Gargan Biani joins us now. What is this? This is an academy. This is alternative of education for the AI age, what are we talking about? Yeah, it's a new school built for the most ambitious young high school graduates.
23:05And our goal is to train them for the new era.
23:08Ed Ludlow:What age are we talking about here? Typically 16 to 20. They're going to, they have to have a high school diploma in order to apply and they can be one or two years into college. And so let's get into the skills that we're talking about here, right? You know, actually there is no standard path anymore. But let's say once upon a time, you might have gone to Stanford, done computer science, and then dropped out. Are we talking about competence in coding, computer science still as the pathway? Or this is literally just being fluent in AI, the tools themselves? Yeah, I think at this point, the specific majors are less relevant than the overall skill of building.
Read the full transcript
23:48So the mentality that, you know, we talk to hiring partners every day and ask them, who are the employees that you want to bring on? Who are the young people that are most successful? And they have a few key skills. One, they're AI native builders. So they understand how to use the technology, whether that's building software, products, or hardware. They know how to use the technology to build things. The second thing is they have people skills. And then third is they have to have ambition. And so our goal is to train people on those three main skills.
24:18Ed Ludlow:We said that the Frontier Labs and NVIDIA are some of the big backers from a financial perspective, but it's called the Horowitz Andreessen Academy. Talk a little bit about Ben and Mark's involvement and how this came about. Yeah, they've had an internal effort to rethink, you know, higher education for a long time. At their venture capital firm, Andreessen Horowitz. At Andreessen Horowitz. But it's only recently that we felt that they felt that it was time to actually get in the ring and provide an alternative. And so what we're doing now with the Horowitz Andreessen Academy is we raised$45 million,$42 million, excuse me,$42 million, a significant portion of which is from the firm.
25:00Mark Andreessen is joining the board along with Eric Torenberg, who's a general partner.
25:04Ed Ludlow:That's right. Yeah. How is that going to work? So you raised the money to get yourself set up right. That's right. You know, if you are a candidate to join this college, A, when are you guys going to get set up and start your first semester? Well, applications are open today for our founding class fellowship, which is a one-year tuition-free program. It's a school, and the first program starts in September of next year. Quick question. Why Horowitz Andreessen and not Andreessen Horowitz? Well, it's not an extension of the venture firm. It's a separate company. And so we had to make it clear by flipping the name.
25:38We also, though, wanted to make it clear that it has close ties to the venture firm. Because one of the main things we're trying to do is build a network. You know, most students go to school in order to get a network of peers, hiring managers, and advisors who can help with whatever they want to do in their career. And Horowitz and Dresden Academy indicates that this is going to be one of the most premier networks that any student can possibly get access to.
26:03Ed Ludlow:They're kind of solving for the talent pipeline, you know, ensuring a talent pipeline in some ways. Yeah, I think that A16Z's portfolio has like 850 companies with 18 ,000 roles available right now. We need to train people to be more effective and to be able to join these companies and succeed in the new era. You did mention the closeness to the firm. And, you know, Mark Andreessen and Ben Horowitz know what they're doing, right? They're identifying talent as part of their thing. How much of this is an element of it being an incubator, right? If you think about the academic institutions in the Bay Area, loads of startups have been born directly out of them.
26:40Ed Ludlow:So is that the idea? Is there anything codified? If somebody brilliant starts a company while at the academy, then what happens? Who gets a piece of it? Yeah, we're absolutely going to help students at the academy get funding if they want to. But we also believe that some of the most ambitious young people are going to go and join companies. Not everybody is going to start a company at 18 or 20. And so the idea is to provide something that gives both options to students. And certainly I hope we fund some of the companies that come out of it. What I find really interesting about this is who's going to be teaching?
27:17Ed Ludlow:You know, lots of regulars on this program, they might be founders themselves or bench capitalists. And it's not that surprising if you see on their calendar a Thursday night class at Stanford. That happens quite often. So who is it that you want to bring in to give exposure to these brilliant young people you hope will go through the system? Yeah. I mean, first, let's be clear. The most important thing about the education at the academy is pursuits. So we expect 80 plus percent of the time of students to be spent on their own pursuits, doing things like deep research, learning a new skill, starting a company or building a project.
27:56That's the core educational philosophy. Around that, we've recruited some of the most seasoned and experienced operators on the planet to come in and offer classes on subjects like AI inference engineering or building and scaling AI applications or even things like product sense or finding love. Finding love? Yeah. I mean, we believe interpersonal skills and life skills are a critical part of the academy.
28:20Ed Ludlow:That would be my question, right? Like I went to college. I went to law school. I played sports. some of my most formative years. I weren't necessarily spent studying. I did study. But how do you get that element of it? If it's an alternative to college, the non-academic part's as important to many people. Yeah, absolutely. Social life really matters. And that's why our goal is to open up San Francisco to these students, right? This academy is based in the heart of San Francisco. It's going to be, and as you and I both know, this city has so much to offer from arts to culture. Was it ever a debate whether it would be in San Francisco or not?
28:56No, that was something firm from day one. That's the moment we're in right now. That's right. San Francisco is the center of innovation. It's the center of business. And it's now becoming the center of culture for a lot of things. And so, I mean, it's San Francisco or nowhere.
29:13Ed Ludlow:Gagambiani, Horowitz Andreessen Academy CEO. Come back, you know, once semester's underway and let us know how it's going. Thank you very much indeed. I'll be here. Thank you, Ed. An update to a Bloomberg report from yesterday. Investors are piling into SoftBank's massive junk bond sale. It's already drawn more than$20 billion in early demand. SoftBank looks to raise more than$11 billion to help fund its open AI bet. Remember,$10 billion dollar denominated, 1 billion euros denominated, expected to price this Thursday. Coming up, AI pioneer Fei Fei Li joins us to talk about the AI safety debate, the race with China, growing competition, but world models.
29:52Ed Ludlow:What is happening in world models? That conversation next. This is Bloomberg Tech.
30:05The people who seem to get more done than everyone else, they're not working longer hours or running on more caffeine. They've just stopped wasting time on the stuff that doesn't move work forward. Switching apps, re-explaining context, hunting for files, those aren't small inefficiencies. They're hours wasted every week. Superhuman Go gives you those hours back. From the makers of Grammarly, Go is an AI assistant that sits inside every tab and tool you already use, always available and already aware of what you're working on. Ask it to draft something, summarize a long thread, pull up a file, or prep you for a meeting.
30:46Go handles it without you ever leaving the page you're on. This is what it looks like when AI actually fits into your work, instead of adding to it. It's like having a teammate whose only job is to help you be better at yours. Go keeps up so you can move forward. With Go working with you, you can show off what you do best. Superhuman Go. Find out more at superhuman.com. That's superhuman.com. Some people treat ChatGPT like some kind of smart search engine, and some use it to get work done. ChatGPT Work is a new way of working in ChatGPT that can take action across your apps and files, stay with a project for hours if needed, and turn a goal into finished work.
31:29It's designed to help you move from a chaotic starting point to a reviewable first version. So all the source materials, briefs, and scattered information that you have to grind through to turn into something useful can just become something useful. Put ChatGPT to work on your most ambitious ideas and projects. Get started at ChatGPT.com by selecting Work Mode, available on Plus and Pro plans. If you listen to financial news, you know a lot of time is spent thinking about what's next. The next opportunity. The next investment. The next move. But sometimes what matters most is being ready for what you never saw coming.
32:07A storm damages a second home. A pipe bursts above a collection you spent decades building. An unexpected loss puts a growing business on pause. Those are the days no one sees coming. But for more than 75 years, Cincinnati Insurance has been ready when they do. With deep expertise, coverage for businesses, homes, valuables, and more, Cincinnati Insurance works with independent agents who take the time to understand what matters to you. Together, they help protect more than what you own. They help protect what you're building toward. And when a bad day does come, Cincinnati Insurance has real people there to help make things right.
32:44Because planning for the future isn't only about knowing what's next, it's about making sure you're ready for what you can't predict. Let Cincinnati Insurance make your bad day better. Find an independent agent at CINFIN.com.
33:03The United States also totally rejects any attempt to construct a globalist scheme to control for the artificial intelligence being spoken of so much now. Here and after officially called super intelligence.
33:21Ed Ludlow:That was President Trump earlier this hour talking about super intelligence as AI safety and development are among the top issues at this year's UN General Assembly. And it's expected to be front and center when President Trump and China's President Xi meet later this week, even as leaders in industry form their own approaches. We're joined now by Fei-Fei Li, a pioneer in artificial intelligence, has been called the godmother of AI, someone who has long advocated for a human-centric approach to developing the technology. She is the co-founder and CEO of World Labs and an AI researcher and professor at Stanford University.
33:58Ed Ludlow:It's great to have you back on the program. Great to be here, Ed. Let's start with the idea of a world model distinct from an LLM. I appreciate you and I have discussed this already. But for our audience, that distinction is important. the basic definition? Yes, I'm very excited by world models, because if you look at language models, what they output are words. Words can be turned into codes, words can be turned into conversations. But world models, the ones that World Labs has been developing, what we generate are not words. The models generate beautiful pixels, very accurate geometric structure of the 3D or 4D world, and which in turn can allow people, creators, designers, robotics developers, to have precise control of the cameras or the construction of worlds.
34:48Ed Ludlow:Your latest generation of world model that you've been working on at World Labs is Atlas. Yes. You haven't said very much about Atlas. We just shared a technical blog about Atlas, and we are working really hard to release Atlas as a product to the world. And it is the latest, the greatest world model that World Apps has developed. It's the first of its kind in the ability to allow camera control, allow that kind of precise pixel consistency. So, consistency with the real world, with the 3D world. It also tries to solve a very hard problem in the field of computer vision that combines the generation of beautiful pixels with the reconstruction of intricate 3D structure.
35:36Ed Ludlow:Does it solve for it? It does. How good is the underlying model? It's better than any state-of-the-art specialized model for these tasks. There is the underlying model atlas, and you mentioned product. What is the killer use case application for deployment in the real world? As many foundation models, these use cases are pretty horizontal. We are already engaging with users from creative industry, with design industry, with robotics industry such as healthcare lab development, pharmaceutical laboratories. So it is pretty horizontal. But one thing that really excites me is by allowing this kind of control for humans, creators can use this as an augmentative tool to really express their creativity or develop downstream technology for their use cases.
36:35Ed Ludlow:From a commercial perspective, World Labs has been focused on robotics, right? You acquired Scenics. explain the use of a world model in the development of physical AI, the deployment of robots in real human-centric settings. Yes, first of all, World Labs is a spatial intelligence company. A world model is very much useful for spatial intelligence applications from design creativity to robotics, and also which includes healthcare education. What is important for robotics is the ability to understand and construct the world that you can in turn train and evaluate your robotics tasks or policies.
37:20There's a lot of still bottleneck in terms of creating the right training environment or evaluation environment. A robust world model can help unlock some of this bottleneck. And For example, for laboratory sciences, when you want to empower a robot to do pharmaceutical manufacturing or lab science, you don't get that much data, right? These are very highly specialized industries. But using world models to simulate and then turn that simulation into very realistic training ground as well as evaluation ground helps to develop robots.
38:02Ed Ludlow:We are talking about the physical world. in many cases. And the issue that your industry is confronting right now is alignment in LLMs in particular. Does the model behave as humans intended it to? Is that the same calculus for a world model? Is there a risk that the world model misbehaves in the same way that we have seen LLMs misbehave? I think it's the same calculus for all technology. I've always been saying technology is a double-edged sword. We develop it with the intention to be benevolent and helpful to humans, but we have always to put safety and responsibility in the forefront of the development and deployment of technology.
38:47So from that point of view, whether we're talking about LLMs, we're talking about world models, or we're talking about classic technology like electricity, steam engine, modern transportation, all of this, we do have to hold both truths in the hand. One is human safety, human benevolent. The other one is use this for incredible helpful, incredible advances of the technology to help humans and develop our civilization.
39:20Ed Ludlow:Your industry colleagues and peers at the frontier say we should pace development at the frontier, the most capable models, in part because safety and alignment has not kept pace with the improvement in capability. How have you seen that through your work in world models? And the argument that, for example, a Dario Amode would make is that would only work if everyone agrees to do the same thing. It's in part why they ask for antitrust waivers, right, so that they can work collaboratively with the other labs? So look, AI is a civilizational technology and with this level of impact it can make for human society, I believe responsibility is so important.
40:05We cannot leave it to fatalism. One thing that is always important for me is that not only I'm a CEO of World Labs and an entrepreneur, my entire career I've been a scientist and an educator. And I want to apply the same kind of sense of responsibility of a scientist and educator to the development of world models or any technology we develop. So it's easy to use simple words, but really this is very nuanced. We need to understand and keep this technology, continue to develop this technology in a robust ecosystem where there is public sector, there is open source, there is closed source, there is collaboration with academia, with government, with civil society.
40:54It is very, very important that we come together as an ecosystem and do this right. Dr.
41:02Ed Ludlow:Lee, what is your true assessment of the existential threat to human life from AI? Your colleague Andrew Ng was on the show last week and he said, this is ridiculous. It's near zero in his mind because he reflected back when GPT-2 came out and said, we had those concerns then. Look at the development path since. I think as an educator and a scientist, any threat to human society, including existential, is within ourselves. Is that how we humans wield the power of technology, how we humans collectively work together and govern it, and how we humans use these powerful tools to make our lives better.
41:48Are we humans in control of that? if we, we must be in control. I've been advocating for years that AI, it's not about AI. It's about humans. It's about our shared, as well as individual dignity, agency, as well as our responsibility. And the goal of our civilization is to create a better society for our future generations. And whether the tool is electricity or AI, we must use it right.
42:21Ed Ludlow:Can we bring this back to world models to end? I think I'm right in saying you believe that there isn't right now a sufficient benchmarking for world models to assess lots of the things that we're talking about. Who should be responsible for sort of setting that benchmark? That's a great question. Obviously, as scientists and engineers within World Labs, we do a lot of internal technical benchmark. Our benchmark cares about safety. Our benchmark cares about the model capability. But the bigger picture is that this problem, this question of evaluation and benchmarking should be an ecosystem level responsibility.
43:02Ed Ludlow:Is there a format for that to your mind? I've been for years advocating for public sector participation in this technology. I understand industry. Through a regulatory body or just through a... Through all of the above. Look, I co-founded Stanford Human-Centered AI Institute. Before ChatGPT was released, we formed a center called Language Model Research Center to put out those benchmarks. You know, you would say ImageNet 15 years ago was one of the very first benchmarks of AI. I continue to believe importance of benchmark from independent bodies and public sector bodies like academia, as well as the shared responsibility of industry, of government together.
43:49Ed Ludlow:Dr. Fei-Fei Li, the founder and CEO of World Labs, but also active researcher, academic pioneer in the field of AI. Thank you for coming back to us on Bloomberg Tech. Coming up, we're going to go back to New York and the UN General Assembly for the latest updates. This is Bloomberg Tech.
44:13Ed Ludlow:Let's get back to New York where the U.N. General Assembly is underway. This is Senator Warren issues a letter to President Trump asking him to confirm that NVIDIA CEO Jensen Wang won't be at the table with China's Xi Jinping. Bloomberg's Tyler Kendall has the details. Hi, Tyler. Hey, Ed, well, this is coming just moments after President Trump addressed the U.N. General Assembly, where he appeared to push back on the idea that there could be some sort of international pact to put guardrails on AI, teeing it up ahead of his conversation with Chinese President Xi Jinping later this week. Now, Senator Warren, the ranking member on the Senate Banking Committee, in part said in this letter, quote, that she writes with significant concern about the risk that you will double down on your dangerous approach to artificial intelligence in your upcoming talks with Xi.
45:01That, of course, is going to raise questions about what sort of Democratic pushback on Capitol Hill there may be to President Trump's push when it comes to ensuring that AI development is not slowed down. Ed, as you well know, later this week, there will be a state dinner on Thursday where a range of top tech leaders will be in attendance. That, of course, includes Jenshin Wong, as well as Bloomberg News confirming that execs from companies like Microsoft, OpenAI, Apple and Qualcomm will be in attendance as well.
45:29Ed Ludlow:Bloomberg's Tyler Kendall at the UN Rose Garden. Big shift from you today. Thank you very much indeed. That does it for this edition of Bloomberg Tech. We started with the president at the UNGA. Key conversations in AI, big market moves. recap on the podcast. You know where to find it on the terminal online on Apple, Spotify, and iHeart. Thank you very much for watching. This is Bloomberg Tech.
46:11years, Cincinnati Insurance has worked with independent agents to help protect businesses, homes, valuables, and more. Because planning for the future isn't only about knowing what's next, it's about making sure you're ready for what you can't predict. Let Cincinnati Insurance make your bad day better. Find an independent agent at c-i-n-f-i-n.com. So as a pizza genius, I know pizza shop orders come from, well, everywhere. With Genius by Global payments, online orders actually sink straight into your kitchen. It's as simple as pie. And with digital menu boards, your specials, your prices, your brand, always front and center.
46:52It's one system ready for game night crowds any night of the week, really big league reliability for any business. That's genius. Before you sign off, you tuned in for ways to help teams move faster, make sharper decisions, and turn scattered contexts into work they can use, ChatGPT for Business can help. ChatGPT for Business gives teams a shared workspace with admin controls, permissions, and access to work and codecs in ChatGPT. This means your business can move from question to answer and code to rollout quicker. Join over 10 million business and enterprise users worldwide already using ChatGPT for Work.
47:33Download the ChatGPT desktop app or contact sales to learn more.
From the publisher
Bloomberg’s Ed Ludlow breaks down Alibaba's new AI chip, an accelerator to compete with Nvidia and underpinning a massive expansion of data center capacity in coming years. Plus, he sits down with Gagan Biyani, Founder and CEO of the Horowitz Andreessen Academy - Silicon Valley's alternative college for the AI era. And he sits down with AI pioneer Fei-Fei Li to talk about the AI safety debate, the race against China, and growing competition to build world models.
See omnystudio.com/listener for privacy information.

