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Elon Musk & Gwynne Shotwell on AI Risks and Peer Review, Starship, Terafab, SpaceX/Tesla Merger

All-In Podcast2026-09-1501:04:24

English is primary. Chinese is a reading aid. Timestamps come from the official timed captions.

章节目录
  1. 00:00:00SpaceX's Gwynne Shotwell joins The Besties!
  2. 00:01:45Gwynne's SpaceX story, selling rockets, and working for Elon
  3. 00:06:45Running modern day SpaceX: AI, Starlink, Rockets, and X
  4. 00:13:43Direct to cell with Starlink, retiring rockets, competition
  5. 00:18:34Data centers in space
  6. 00:22:00Management at SpaceX
  7. 00:27:37Elon Musk joins: AI's real risk, model peer review, what he meant by "Dario is right"
  8. 00:36:53Elon and Gwynne on their working relationship, Starship's future
  9. 00:46:16Terafab, Tesla, Flying cars?, merging Tesla and SpaceX
  10. 00:52:51Lying AIs, how to do AI peer review right
生词 0
00:00:00

SpaceX's Gwynne Shotwell joins The Besties!

Speaker 0

Quick question: What’s our latest timeline on getting to Mars?

Gwynne Shotwell

Getting to Mars? Oh, I think we’ll put people down within the decade.

Speaker 2

Welcome Gwynne Shotwell, the president and COO of SpaceX.

Speaker 3

She’s instrumental, a really crucial person to the success of SpaceX.

Chamath Palihapitiya

She’s really the glue. She’s the glue to the tornado.

Gwynne Shotwell

Fail fast, learn fast, make your design robust.

中文

有人问最新的火星时间表,Gwynne 预计十年内就能把人送上火星。随后节目介绍她是 SpaceX 总裁兼 COO,也是公司成功的关键人物;Chamath 称她是维系一切、驾驭这场“龙卷风”的黏合剂。Gwynne 则把方法概括为:快速失败、快速学习,并让设计足够稳健。

Speaker 2

I would be disappointed if we didn’t have a settlement on the moon.

Speaker 5

The space and AI firm has officially made history on its $75 billion IPO, debuting with a market value of $1.7 trillion.

Speaker 2

The most efficient place to put inference compute is on orbit.

Gwynne Shotwell

Manage risk, don’t avoid it.

Speaker 3

Please welcome Gwynne Shotwell.

Gwynne Shotwell

Hey.

Speaker 3

Thank you so much for coming.

中文

他们谈到希望月球上能建立定居点、太空与 AI 公司以 750 亿美元规模完成 IPO 并达到 1.7 万亿美元市值,以及把 inference compute 放在轨道上可能最有效率。Gwynne 强调要管理风险,而不是回避风险;随后主持人欢迎她正式登场。

Speaker 3

You’re right here next to Chamath—on the couch. Welcome.

TIMESTAMP_UNVERIFIEDSpeaker 4

Right there. Right in the center.

Gwynne Shotwell

Thank you.

Speaker 3

Thanks for being here.

Gwynne Shotwell

It’s good to be here.

Chamath Palihapitiya

Nice to see you.

中文

主持人请 Gwynne 坐到 Chamath 旁边、沙发中央,并再次欢迎和感谢她到场。Gwynne 表示感谢,也说很高兴来到这里,Chamath 则向她问好。

Gwynne Shotwell

Nice to see you.

Speaker 3

Well, we really appreciate you coming out. How’s it going at SpaceX?

Gwynne Shotwell

We’re bored. There’s nothing going on.

Speaker 3

Yeah. Not a lot happening.

中文

大家互相问候,主持人感谢 Gwynne 特地前来,并问 SpaceX 近况如何。她开玩笑说公司闲得无聊、什么事都没有发生,主持人也顺着玩笑说确实没多少事情。

Gwynne Shotwell

I’ve got all the time in the world.

Elon has more time, by the way.

Chamath Palihapitiya

By the way, Gwynne, you’ve been at SpaceX forever. Are you the longest-tenured employee after Elon?

Gwynne Shotwell

After Elon, yeah. In fact, my 24th anniversary was September 9, last week.

Speaker 3

Wow.

Gwynne Shotwell

Yeah.

中文

Gwynne 开玩笑说自己有大把时间,而且 Elon 的时间还更多。Chamath 提到她已经在 SpaceX 工作了很久,问她是否是除 Elon 外任职最久的员工;她确认如此,并说上周 9 月 9 日刚好是自己入职 24 周年。

00:01:45

Gwynne's SpaceX story, selling rockets, and working for Elon

Speaker 3

Gwynne, can you take us back to the day when you initially got this call and you thought, “Hey, there’s this thing”? What did the arc of the decision look like, and how did you get convinced to underwrite this business? Just walk us through that.

中文

主持人请 Gwynne 回忆最初接到邀请的那一天:她当时如何看待这件事、整个决定过程是怎样的,以及最终为何愿意为这家公司投入自己的信誉和精力。

Gwynne Shotwell

Okay, Elon underwrote it, right? I just worked there.

Speaker 3

Yeah.

中文

Gwynne 澄清,真正出资承担风险的是 Elon,她只是去那里工作。主持人表示认同。

Gwynne Shotwell

But the story is a little crazy, actually. I was going out to lunch with one of my best friends, who I was working with and who was going to work for Elon. I took him out to lunch, kind of a going-away lunch, and when I dropped him back off, he said, “Oh, come on in and meet Elon.” I’m like, “Ah, he’s busy. We don’t need to do that.” But we did it anyhow, and I met him.

I said, “Hey, I think you need a full-time person to run your business development shop. You’ve got kind of a part-timer. He’s a contractor. It’s not a great look.” He looked at me very thoughtfully and kind of scratched his head. We chatted a little bit and said goodbye.

Then I got back to my office and got a call from Elon’s assistant, Mary Beth. She said, “Elon wants you to apply for the new vice president of business development position. Can you come interview?” I’m like, “Now? No, I have a job. I can’t go now. Tomorrow? Okay, sure.” Then it took me 4 weeks to decide yes. I was being a total idiot.

中文

Gwynne 说这段经历其实颇为离奇。当时她为一位即将去 Elon 手下工作的好友送行,送他回去时被拉进去见了 Elon。她当面指出,公司需要一位全职负责人来管理 business development,而不是继续让兼职承包人负责,因为那样看起来并不好。两人聊过后告别,她刚回办公室就接到 Elon 助理 Mary Beth 的电话,邀请她应聘新设的业务发展副总裁职位。她无法立刻去面试,只能约到第二天;即便如此,她最后还是花了四周才答应,并笑称当时的自己实在太傻。

Speaker 3

At the time, what was the scale of that business? What did you think it needed that it didn’t have? It was still very much an R&D—

Gwynne Shotwell

It was very R&D, but Elon had an investment and he wanted some return. He wanted cash, right?

TIMESTAMP_UNVERIFIEDSpeaker 3

Yeah.

中文

主持人问当时公司有多大、还缺少什么,并指出它仍是一家以研发为主的企业。Gwynne 说确实如此,但 Elon 已经投了钱,希望获得回报,也就是需要公司产生现金。

Gwynne Shotwell

He wanted customers, and I was doing that work anyhow in the space industry. It turned out I was pretty good at it. So what did it look like? I was the seventh employee to sign my contract. I gave 2 weeks’ notice and took a week off to remodel a bathroom because I knew I would never have time to do it once I started working for Elon.

I came 3 weeks later as employee number 11, and we just got to it. We sold a rocket about 12 months later.

Without a rocket. There wasn’t a rocket.

中文

Elon 需要客户,而 Gwynne 本来就在航天行业做这类工作,事实证明她很擅长。她是第七个签下雇佣合同的人,辞职时提前两周通知,还特意休了一周翻修浴室,因为知道一旦开始为 Elon 工作就再也不会有时间。三周后她以第 11 号员工身份入职,团队立即投入工作,并在约 12 个月后卖出了第一枚火箭——尽管当时实际上还没有造出火箭。

Speaker 3

There wasn’t a rocket, yeah. What did that sales cycle look like? How did you convince somebody that they could actually take that risk and maybe give you the deposit you needed to start the cycle to build the thing?

中文

主持人追问,在连火箭都还不存在的情况下,那次销售周期究竟如何推进:她怎样说服客户承担风险,并可能先支付启动制造所需的定金。

Gwynne Shotwell

The timing was great. SpaceX should never have existed, right? If the other launch providers had been great, then a new entrant couldn’t make headway because they were so entrenched. So we should never have made it.

But it turns out customer service wasn’t great, rockets were incredibly expensive, and so there was that piece, right? The other piece was 9/11. At that time, the military was desperately looking for someone who could come in and do rapid launch. They kind of knew where the bad guys were for about 4 hours after the events of 9/11, and they really wanted to be able to get some capability in theater. It took us a while to do it, but we did what we said we were going to do.

中文

Gwynne 说当时的时机很好。按理说,如果原有发射服务商做得足够好,根基深厚的行业不会给新进入者留下机会,SpaceX 本不该有生存空间。但现实是客户服务不佳、火箭价格高得惊人。另一项背景是 9·11 事件后,军方迫切寻找能快速执行发射的团队:他们在事件发生后往往只能掌握目标位置约四小时,因此希望迅速把能力部署到战区。SpaceX 虽然花了一些时间,最终仍兑现了自己的承诺。

Speaker 3

So it really was, out of tragedy, this opportunity gets born.

Gwynne Shotwell

To some extent, yeah.

TIMESTAMP_UNVERIFIEDSpeaker 3

That’s interesting.

Gwynne Shotwell

And it wasn’t specific to SpaceX.

TIMESTAMP_UNVERIFIEDSpeaker 3

No.

Gwynne Shotwell

It was just the state of the industry at the time.

Speaker 3

Then, obviously, the very famous first chapter, where you guys got almost to the brink and needed this last launch to work, and your role started to evolve meaningfully by that point. Can you walk us through the internal dynamics at that business that put you into that position?

中文

主持人说,这个机会某种程度上是从悲剧中诞生的。Gwynne 同意,但强调这并非 SpaceX 独有的机会,而是当时整个行业的状态。主持人随后提到公司早期那段著名经历:他们几乎走到绝境,最后一次发射必须成功,而她的职责也在那时显著扩大,于是请她解释公司内部发生了什么,才让她走到那个位置。

Gwynne Shotwell

It was very startup-y. I was the sales lady. But then when you have sales, you need to manage your customers and you need a finance function. Even though we were little, I think one of the defense contractors at the time said, “They’re a fly on my big toe,” or something. I was like, “Well, I don’t think you should have flies on your toes.”

You still need a government affairs function. You need to defend yourself. We never go on the offensive in Washington. We’re always in defense mode. So I kept taking on more and more.

When we were getting our largest contract at the time, it was the cargo resupply contract, which we call CRS. This was 2008. Elon was super busy with Tesla, quite busy at SpaceX as well. There was a lot going on, and he needed a partner at the time. I think he was trying to pick between me and maybe one of the other guys who had gobbled up more technical scope.

He asked me to do it on our way to the final negotiations for this $1.6 billion contract with NASA, on the runway. He said, “Hey, do you want to be president?”

中文

Gwynne 说当时公司非常像一家初创企业,她最初只是负责销售。但有了销售就需要管理客户,也需要财务职能;即使公司很小、还被一家国防承包商嘲讽成“脚趾上的苍蝇”,这些职能仍不可少。公司也需要政府事务团队来保护自己,因为 SpaceX 在华盛顿从不主动出击,往往都处于防守状态,因此她承担的职责越来越多。2008 年,公司争取当时最大的合同——NASA 的货运补给合同 CRS。Elon 同时忙于 Tesla 和 SpaceX,需要一位搭档,似乎在她与另一位承担了更多技术范围的同事之间选择。就在团队前往敲定这份 16 亿美元合同、飞机停在跑道上时,Elon 问她是否愿意担任总裁。

Speaker 3

“Do I?”

Gwynne Shotwell

Well, no, not initially. For that nanosecond, I thought, “Well, I love my job. I love the guys, my teammates.” Then I thought, “Okay, I’m being an idiot again. Yes, I want the job.”

中文

主持人模仿她当时的反应:“我愿意吗?”Gwynne 说最初那一刹那其实并不确定,因为她很喜欢原来的工作和队友;紧接着她意识到自己又在犯傻,于是答应接下这个职位。

00:06:45

Running modern day SpaceX: AI, Starlink, Rockets, and X

Speaker 3

Fast-forward to where we are today. The scope and the ambition of this business have expanded dramatically. It almost seems like it happened in the last year.

TIMESTAMP_UNVERIFIEDGwynne Shotwell

Mm-hmm.

Speaker 3

It’s as much an AI business as it is a space business. I think Elon may have said that. I don’t know if it leaked or they said it out loud, about the scale—

Gwynne Shotwell

It’s backed by revenue.

中文

主持人把话题拉回今天,指出公司的业务范围和雄心已大幅扩张,而且这种变化似乎主要发生在过去一年;如今它既是一家太空公司,也同样是一家 AI 公司。他正准备谈规模时,Gwynne 补充说,这一切有真实收入支撑。

Speaker 3

And by revenue, yeah. How do you manage the culture of these 2 different businesses that now have to sit under this roof and ideally work together and complement each other?

中文

主持人认同收入支撑这一点,并问她如何管理这两种不同业务的文化,让它们在同一体系下协作并互相补充。

Gwynne Shotwell

The team—there’s been a lot of churn at xAI, for sure. SpaceXers have marched in and helped out where there were significant gaps in that arena. We were all really excited to learn about AI. I’m an AI noob.

We have a bunch of folks who were just really excited about it, and I think we all recognize Elon set the stage beautifully, as he does. If you’re not using AI, if you’re not leading AI, you run a significant risk of being irrelevant. There was no way SpaceX was going to be irrelevant, right? It’s too important to the company, and the work we’re doing is too important.

中文

Gwynne 说 xAI 的人员变动确实很大,而 SpaceX 的员工在一些明显存在缺口的领域主动加入提供帮助。大家都很兴奋能学习 AI,她自己也坦言还是个新手。团队里许多人对此充满热情,而且都明白 Elon 已经清楚地定下方向:如果不使用 AI、不在 AI 上领先,就会面临失去相关性的巨大风险。SpaceX 不可能接受变得无关紧要,因为这家公司及其正在做的工作都太重要。

Speaker 3

Yeah.

Do you expect future generations of rockets will be increasingly informed, built, and designed—

Gwynne Shotwell

100%.

Speaker 3

By—

Gwynne Shotwell

By AI.

Speaker 3

Yeah.

Gwynne Shotwell

Yes.

中文

主持人问未来几代火箭是否会越来越多地由 AI 提供信息、参与制造和设计。Gwynne 毫不犹豫地回答:百分之百,会由 AI 来做。

Speaker 3

How do you manage the team? You have these incredible—literally, rocket scientists. They’ve trained their whole lives, in a way, and now you have to help them onboard a toolchain and be comfortable with what that means.

I don’t know if you saw that all these mathematicians got really upset when, I think it was OpenAI, solved this very famous equation—

Gwynne Shotwell

Oh, the Navier–Stokes equation.

Speaker 3

The Navier–Stokes equation. These 20 Fields Medalists essentially said, “Hey, you’re ruining the craft.” I don’t think that’s—

Speaker 6

They’re taking away the medals.

Gwynne Shotwell

Yeah.

中文

主持人问她如何带领这些真正的火箭科学家接受新的 AI toolchain,因为他们为自己的专业训练了一辈子。他举例说,OpenAI 似乎解决了著名的 Navier–Stokes 方程后,一批数学家非常不满;Gwynne 立即认出这个方程。主持人说大约 20 位菲尔兹奖得主认为这种做法破坏了专业技艺,另一位嘉宾开玩笑说他们要把奖牌收回去。

Speaker 3

They’re going to take—

TIMESTAMP_UNVERIFIEDGwynne Shotwell

Yeah.

Speaker 3

Away, exactly.

Speaker 6

Yeah.

That's the career. It's not about making stuff. It's about getting awards.

TIMESTAMP_UNVERIFIEDSpeaker 3

Yeah.

中文

大家继续拿数学家的奖项开玩笑,说奖牌可能都要被收走;有人调侃,职业生涯的重点似乎不是创造东西,而是拿奖。

Speaker 6

And now all of the awards are gone.

Gwynne Shotwell

Yeah. I'd rather just have the world be a better place, a smarter place, us being better informed and solving problems than worrying about—

Speaker 6

Make more stuff.

Gwynne Shotwell

That. Yeah. Make more stuff.

中文

他们接着说如今连奖项也保不住了。Gwynne 表示,相比担心这些,她更希望世界变得更好、更聪明,让人们掌握更多信息并解决实际问题;另一位嘉宾把它概括为“多造些东西”,她表示赞同。

Speaker 6

What's the cultural merger been like? You've got xAI. You've got X. I don't know how many people are involved in X itself. SpaceX. Are these differently managed businesses? How do you run management there? Are people pretty fluid among the units? Do you think about them as units, or how do you actually manage this?

中文

主持人询问文化融合的情况:xAI、X 和 SpaceX 是否采用不同的管理方式,人员能否在各业务之间流动,以及管理层究竟把它们视为独立单元,还是用其他方式统筹。

Gwynne Shotwell

I would say we are not fully integrated yet. And then we just did the Cursor situation—

Speaker 3

Congratulations on that one.

Speaker 6

Yeah, congrats.

Speaker 3

What a purchase that was.

Gwynne Shotwell

Yeah, yeah, yeah.

TIMESTAMP_UNVERIFIEDSpeaker 3

Well done.

Gwynne Shotwell

They're great. They're great.

中文

Gwynne 说这些业务目前还没有完全整合,随后提到刚完成的 Cursor 交易。众人纷纷祝贺,称这笔收购做得漂亮;她也称赞 Cursor 团队非常出色。

TIMESTAMP_UNVERIFIEDSpeaker 3

Yeah.

Gwynne Shotwell

We just closed that, I think, a month ago today, actually. So we're not fully integrated yet, but I think the teams are gelling really well. They're very different verticals, but, again, because of the churn that we had at xAI, so much SpaceX leadership and engineering went into that—basically went in there. We're getting integrated faster than I thought. It's probably not as fast as Elon wants it.

Elon Musk

Yeah.

中文

Gwynne 说交易大约在一个月前的当天刚刚完成,所以整合尚未结束,但各团队磨合得很好。虽然它们属于差异很大的垂直领域,xAI 此前的人员流动却促使大量 SpaceX 管理和工程人才进入支援,因此整合速度比她预想得更快,只是大概仍没有 Elon 希望的那么快。

David Friedberg

One of the things that strikes me is the scale and the number of capital projects you have to manage. You probably have more capital projects that are more different from one another than any other organization on Earth.

Elon Musk

It's the scale of a country.

David Friedberg

No, I mean, it has to be.

TIMESTAMP_UNVERIFIEDElon Musk

It's like a country.

David Friedberg

I think about this Louisiana space port. You've got Starship, which is the most ambitious aerospace project of all time. You've got Terafab, which I think is one of the most inspiring and ambitious projects of all time in humanity.

中文

Friedberg 说,最令他惊讶的是公司要管理的资本项目规模和数量,而且项目彼此差异极大,可能超过地球上的任何组织。Elon 形容其规模堪比一个国家。Friedberg 举出路易斯安那航天港、史上最具雄心的航空航天项目 Starship,以及在人类历史上同样极具启发性和雄心的 Terafab。

TIMESTAMP_UNVERIFIEDGwynne Shotwell

Mm-hmm.

David Friedberg

Terafab is so incredible in its vision and the scale of what you're—

TIMESTAMP_UNVERIFIEDGwynne Shotwell

Yeah.

David Friedberg

—envisioning to do there. And then I start doing back-of-the-envelope math. I think I had a couple of beers, and I was talking with someone about Terafab, and I'm like, "Holy shit."

TIMESTAMP_UNVERIFIEDGwynne Shotwell

Yeah.

David Friedberg

Those numbers get very big very fast.

中文

Friedberg 说 Terafab 的愿景和计划规模令人难以置信。他曾喝了几杯啤酒后和别人做粗略测算,算到一半不禁惊呼,因为那些数字会以非常快的速度变得极其庞大。

Gwynne Shotwell

Very big. Although—

TIMESTAMP_UNVERIFIEDDavid Friedberg

Yeah.

Gwynne Shotwell

The AI numbers—

David Friedberg

Are also—

Gwynne Shotwell

Like—

TIMESTAMP_UNVERIFIEDDavid Friedberg

Yeah.

Gwynne Shotwell

I used to be horrified at our expenditures before the xAI acquisition. It's like, "Oh, my God. We're going to spend—

中文

Gwynne 同意数字确实很大,但指出 AI 相关的数字也同样惊人。她说在收购 xAI 之前,自己看到 SpaceX 的支出就已经会感到害怕,比如公司竟然要花——

TIMESTAMP_UNVERIFIEDElon Musk

Reset.

TIMESTAMP_UNVERIFIEDGwynne Shotwell

—hundreds—

TIMESTAMP_UNVERIFIEDElon Musk

Now you see the compute bill.

Gwynne Shotwell

—million dollars—

TIMESTAMP_UNVERIFIEDDavid Friedberg

Suddenly Starship seems cheap.

Gwynne Shotwell

—on an air separation unit."

TIMESTAMP_UNVERIFIEDElon Musk

Yeah.

TIMESTAMP_UNVERIFIEDGwynne Shotwell

Now it's like, oh, a hundred—

中文

几个人相互打断,把这句话补完整:过去花数亿美元买一套空气分离装置就足以令人震惊;如今看到 compute 的账单后,Starship 突然显得很便宜,而支出的量级已经从“亿”变成了——

TIMESTAMP_UNVERIFIEDElon Musk

Yeah.

Gwynne Shotwell

—billion.

David Friedberg

When you look at the schedule of all of this over the next few years, does the capital for that sit on the balance sheet? Is it going to come from cash flows from Starlink, or do you have to go back to the markets to get more capital? How do you think about where the capital comes from? I don't think anyone doubts your capacity to execute and deliver. Some people might, but I think generally the markets will say yes. But where does that capital come from?

中文

Gwynne 把数字补成“一千亿美元”。Friedberg 随后问,未来几年这些项目需要的资本是否已在资产负债表上,资金将来自 Starlink 的现金流,还是还要回到资本市场融资。市场整体上大概相信团队有执行和交付能力,但关键问题仍是如此庞大的资本从哪里来。

Gwynne Shotwell

It will come from—I would say the answer to the above is yes. I don't think we're going to release any more stock, and, by the way, I don't plan on making any news on this. That's the one downside of a public company.

TIMESTAMP_UNVERIFIEDElon Musk

Yeah.

Gwynne Shotwell

They told me all the things that I couldn't say.

TIMESTAMP_UNVERIFIEDElon Musk

Can't say.

Gwynne Shotwell

I'm going to forget one for sure. Maybe we're going to make some news.

中文

Gwynne 回答说资金会来自上述所有渠道,但她认为公司不会再发行股票。她也不打算在这里制造新闻,并感叹上市公司的一个缺点就是有人明确告诉她哪些话不能说;她开玩笑说自己肯定会忘掉其中一条,也许最后还是会说出新闻。

TIMESTAMP_UNVERIFIEDElon Musk

Yeah.

Gwynne Shotwell

But it will be all of the above.

David Friedberg

Is Starlink, in your view, kind of the core cash-generation engine for the next couple of years for the business, or is it compute, or is it a mix of all of the above? How do you think about—

Gwynne Shotwell

Starlink is definitely carrying its own weight, but we have a lot to go, right? Our market penetration on Starlink is 1.5% to 2%, depending on which country you're in. So there's a lot of headroom there. Our revenue compared to what we do for the U.S. military is very small.

中文

Gwynne 再次确认资金来源会是多种方式的组合。Friedberg 问未来几年 Starlink 是否会成为公司最核心的现金产生引擎,还是 compute 或各种业务共同承担。她说 Starlink 已能支撑自身,但增长空间仍非常大:不同国家的市场渗透率只有约 1.5% 到 2%,而公司从美国军方业务取得的收入相较其业务规模也仍很小。

TIMESTAMP_UNVERIFIEDDavid Friedberg

Yeah.

Gwynne Shotwell

So we expect lots of headroom there. But, honestly, right now—and it is a little embarrassing—compute rental is a heck of a business.

David Friedberg

And does that persist, do you think, or is it—

Gwynne Shotwell

We don't see any drop—

TIMESTAMP_UNVERIFIEDDavid Friedberg

—at the end of the—yeah.

TIMESTAMP_UNVERIFIEDSpeaker 8

Wow.

Gwynne Shotwell

We see no drop in demand at all.

中文

Gwynne 因此预计这些领域都有很大增长空间。不过她有些不好意思地承认,目前出租 compute 是一门非常赚钱的生意。Friedberg 问这种情况能否持续,她回答完全没有看到需求下降。

Speaker 8

Well, and this is—

TIMESTAMP_UNVERIFIEDDavid Friedberg

Wow.

Speaker 8

—tens of billions of dollars per quarter in build-out, and these are a new customer base for you. Is this the business now? What percentage of the revenue is Elon Web Services at this point?

Gwynne Shotwell

It's a lot. It's a lot.

TIMESTAMP_UNVERIFIEDSpeaker 8

Yeah.

中文

Speaker 8 指出,公司每季度投入数百亿美元建设基础设施,而这些也是全新的客户群,于是问这是否已经成为核心业务,以及被戏称为“Elon Web Services”的业务目前占收入多少。Gwynne 只回答:占比很大,非常大。

Gwynne Shotwell

I think we'll probably do some announcement quickly or—

Speaker 8

Oh, right.

TIMESTAMP_UNVERIFIEDGwynne Shotwell

—shortly thereafter.

Speaker 8

Public again.

Gwynne Shotwell

Yeah, public.

Speaker 8

Well, let's move on to something less controversial, then. What other companies are you planning on buying?

Gwynne Shotwell

Good one.

中文

Gwynne 说公司大概很快会发布相关公告,随即意识到现在又是上市公司了。Speaker 8 于是开玩笑说换个不那么有争议的话题:接下来还准备收购哪些公司?Gwynne 笑称这个问题问得好。

Speaker 8

Yes.

Gwynne Shotwell

You know, we do almost no M&A.

David Friedberg

You like electric cars? Have I got a deal for you.

Gwynne Shotwell

I have a bunch. I have a bunch.

Speaker 8

Batteries, electric cars.

Gwynne Shotwell

Starlink on Optimai.

中文

Gwynne 表示公司几乎不做并购。Friedberg 开玩笑向她推销电动车公司,她说自己已经有好几辆;大家又提到电池、电动车,以及一句关于 Starlink 和 Optimai 的玩笑。

TIMESTAMP_UNVERIFIEDSpeaker 8

Well, can we—

TIMESTAMP_UNVERIFIEDDavid Friedberg

I'll get you a good price.

Speaker 8

—can we talk about a deal that you did close? You did a great deal with EchoStar.

中文

Friedberg 继续玩笑说能给她一个好价钱,Speaker 8 则把话题转向公司已经完成的一笔交易,称他们与 EchoStar 达成了一项很好的交易。

00:13:43

Direct to cell with Starlink, retiring rockets, competition

Gwynne Shotwell

Yes.

Speaker 8

Charlie had a bunch of spectrum that you guys were able to acquire, and I think everybody started to ask the question, "Wow, there's a direct-to-cell business."

Gwynne Shotwell

Yes.

Speaker 8

The natural thing after that would be a broad-based, more mobile phone service. Can you just tell us what you can about where that spectrum is going to be used? What's your short-term plan for what the Starlink and direct-to-sell business looks like?

中文

Speaker 8 说,Charlie 手中有一批频谱被 SpaceX 收购,这让大家立刻想到 direct-to-cell 业务,下一步自然可能是更广泛的移动通信服务。他请 Gwynne 说明这些频谱将用于何处,以及 Starlink 和 direct-to-cell 业务的短期规划。

Gwynne Shotwell

We're going to start—We have a direct-to-cell business right now through T-Mobile. I don't think they provision all their users with it, just the people that pay the most. But our plan is to leverage—instead of slices of T-Mobile spectrum or slices of other telco spectrum across the globe—we want to leverage the one that we paid a lot of money for. And with the stock increasing in price, it paid more because there was some stock involved there.

TIMESTAMP_UNVERIFIEDSpeaker 8

Yeah.

Gwynne Shotwell

So Charlie did all right there.

Speaker 8

Yeah.

中文

Gwynne 说公司目前已经通过 T-Mobile 提供 direct-to-cell 服务,不过她认为 T-Mobile 并未向所有用户开放,主要提供给付费最高的客户。未来公司不想再依赖 T-Mobile 或全球其他电信运营商频谱中的一小部分,而要利用自己花大价钱买下的频谱。由于交易中包含股票,而股价后来上涨,实际支付的价值也更高,所以 Charlie 最终获益不错。

Gwynne Shotwell

He's a very loyal customer, though. He's been a customer of SpaceX for almost 20 years. We want to leverage that to make sure that there are no dead zones, and, shockingly, there are a lot of places—

TIMESTAMP_UNVERIFIEDSpeaker 8

Oh.

Gwynne Shotwell

—in the United States where you can't get cell coverage. I mean, without a Starlink service, you can't get cell coverage.

Speaker 8

Right.

TIMESTAMP_UNVERIFIEDDavid Friedberg

Mm.

中文

Gwynne 补充说 Charlie 也是 SpaceX 非常忠诚的客户,合作已接近 20 年。公司希望利用这批频谱消除通信盲区;令人意外的是,美国仍有很多地方收不到手机信号,如果没有 Starlink 服务就无法覆盖。

Gwynne Shotwell

It's really terrible. The rest of the world is not that bad. It's particularly bad here in the United States. Texas has huge dead zones. It's where I live.

TIMESTAMP_UNVERIFIEDSpeaker 8

Oh.

Gwynne Shotwell

I'll never forget: I was on a call with Elon, and I kept dropping because of these dead zones. I was like, "I'm either going to get fired or—"

TIMESTAMP_UNVERIFIEDSpeaker 8

Get spectrum.

中文

Gwynne 说美国的手机盲区尤其糟糕,世界其他地区反而没这么严重。她居住的得州就有大片盲区;有一次她和 Elon 通话时不断掉线,心想自己要么会因此被解雇,要么就得——有人接话说,去买频谱。

TIMESTAMP_UNVERIFIEDDavid Friedberg

By spectrum.

Gwynne Shotwell

—or I'm putting a Starlink Mini on my car," and so now I have Starlink on my car.

Speaker 8

Yeah, Hill Country—not good for cell service.

Gwynne Shotwell

Not good. It's not good.

中文

Gwynne 把原话补完:要么在车上装一台 Starlink Mini。现在她确实已经给车装上 Starlink。大家都说得州 Hill Country 的手机信号很差。

Speaker 8

Not good. I'm going to have to follow suit there. I was talking to Jared. He works over at NASA. I think you guys have a relationship—

TIMESTAMP_UNVERIFIEDGwynne Shotwell

He's so great.

中文

Speaker 8 说自己也得照做,并提到当天早上与在 NASA 工作的 Jared 聊过,SpaceX 应该和他有合作关系;Gwynne 称赞 Jared 非常出色。

Speaker 8

You're great. He was awesome this morning. He was talking last night at the party: "Hey, you're moving on to this incredible new Starship platform. It's much bigger, with bigger payloads." Yeah? And then you're retiring the previous platform. Is that correct? The previous rockets will eventually—

Gwynne Shotwell

The Falcon 9?

中文

Speaker 8 转述 Jared 对新一代 Starship 平台的介绍:它尺寸更大、载荷也更高,同时 SpaceX 将逐步淘汰上一代平台。他向 Gwynne 确认,这里所指的旧火箭是不是 Falcon 9。

Speaker 8

Yeah.

中文

Speaker 8 确认自己说的正是 Falcon 9。

Gwynne Shotwell

Eventually, yeah. We definitely want to move from the older technology to the newer technology. If we don't obsolete our own products and services, someone's going to find a way to obsolete them for us. Look at what we did to the market, right? The analogy is there. They were caught flat-footed. We crushed them. Now we want to make sure we are not flat-footed. To achieve Elon's goals, you really need a Starship.

中文

Gwynne 说 Falcon 9 最终确实会退役,公司必须从旧技术转向新技术。如果不主动让自己的产品和服务过时,别人就会替你做到。SpaceX 当年正是抓住同行措手不及的机会击败了他们,如今必须避免自己重蹈覆辙;而要实现 Elon 的目标,真正需要的是 Starship。

Speaker 8

Yeah.

Gwynne Shotwell

A Falcon 9 with a Dragon capsule on top is like a minivan—a road trip in a minivan. The road trip to Mars is 6 months, so you don't want to be in the minivan.

Speaker 8

But people are dependent, like NASA and many other players, on your minivan. So you're going to keep that in the market for some time, or—

Gwynne Shotwell

We're not retiring it today, for sure.

TIMESTAMP_UNVERIFIEDSpeaker 8

Yeah.

中文

Gwynne 把 Falcon 9 加 Dragon 飞船比作一辆小型厢式车,而去火星的公路旅行要持续六个月,没人愿意全程挤在这样的车里。Speaker 8 指出 NASA 等许多客户仍依赖这辆“厢式车”,问它是否还会继续保留一段时间;她明确表示今天肯定不会退役。

Gwynne Shotwell

There is another provider, right? Boeing has been paid, I think, probably more than we have been paid to develop its human capsule. We're not retiring it today, for sure. We're just going to let them have some business. They should fly their capsule. The government paid a lot of money for that, so they should be able to use it.

Speaker 8

I sense a little spiciness in the answer here.

中文

Gwynne 提到还有另一家供应商:Boeing 为研发载人飞船获得的政府资金可能比 SpaceX 还多。因此 Falcon 9 目前不会退役,也该让 Boeing 得到一些业务、真正把政府花大价钱资助的飞船飞起来。Speaker 8 笑称这个回答里带着一点火药味。

David Friedberg

Gwynne, what happens with competition for Starlink? Bezos is launching things. China’s got some return vehicles now. Do you think there is going to be more competition? Obviously, you guys are first in market. It's an unbelievable changeover of all of telecommunications. As you point out, 1% market share is barely getting started, and it's a juggernaut already. Is this going to become very competitive in the next few years?

中文

Friedberg 问 Starlink 将面临怎样的竞争:Bezos 正在发射卫星,中国也开始拥有可回收运载器。SpaceX 虽然率先进入市场,推动了整个电信行业的巨大转型,但目前仅约 1% 的市场份额就已形成强大势头,未来几年会不会进入激烈竞争。

Gwynne Shotwell

I think it'll be very competitive, but I think the folks that really focus on the technology and customer service, and really want to do a good thing for their customers, will win. Right? Tesla doesn't advertise. It's an incredible car. If your capability is incredible, people will buy it.

Speaker 8

Right.

中文

Gwynne 认为竞争会非常激烈,但真正专注技术、客户服务,并真心为客户创造价值的公司最终会赢。她以 Tesla 为例:它并不打广告,但产品足够出色;只要能力真的强,消费者自然会购买。

David Friedberg

And if you keep winning, though, do you worry about Standard Oil, AT&T, or the government saying, “This company is too big, too important, it has too much market share, and it has too much of an advantage”? You're bigger than governments, and people get really worried and scared about that and become adversarial toward the business. How do you think about the balance with governments and government relations in that sense?

Gwynne Shotwell

We've had some adversarial relationships in the past. I think we'll manage our way through them.

Speaker 8

Yes.

It happens.

David Friedberg

It happens.

中文

Friedberg 追问,如果公司持续获胜,是否会像 Standard Oil 或 AT&T 一样,引发政府对其规模、重要性、市场份额和领先优势的担忧,甚至因为它比某些政府还强大而遭到敌视;他想知道公司如何处理与政府的平衡。Gwynne 说过去已经遇到过带有对抗性的关系,相信公司能够设法走过去。

Gwynne Shotwell

It does.

Speaker 8

It happens.

Gwynne Shotwell

But I think Elon founds incredible companies, and he provides incredible products and services. We end up doing what we say we're going to do, so hopefully you build trust—

TIMESTAMP_UNVERIFIEDJason Calacanis

Yeah.

Gwynne Shotwell

—and you are as transparent as you can possibly be.

00:18:34

Data centers in space

Jason Calacanis

Talk to us about data centers in space. Elon—

TIMESTAMP_UNVERIFIEDGwynne Shotwell

Supercompute.

TIMESTAMP_UNVERIFIEDJason Calacanis

Yeah.

中文

Gwynne 说这种冲突确实会发生,但 Elon 创办的公司提供了极好的产品和服务,也最终会兑现承诺,因此希望能靠实际表现建立信任,并尽可能保持透明。Jason 随后把话题转向太空数据中心,Gwynne 纠正说应该称为 supercompute。

Gwynne Shotwell

We have to rebrand data centers: supercompute.

Jason Calacanis

Supercompute in space.

Gwynne Shotwell

Yes.

Jason Calacanis

Elon's very excited about this.

Gwynne Shotwell

I'm very excited about it.

中文

Gwynne 说“数据中心”需要重新包装成 supercompute,Jason 于是称其为“太空中的 supercompute”。两人都表示对这个方向非常兴奋,Jason 也提到 Elon 对此很投入。

Jason Calacanis

Yeah. Why is this so compelling? It seems—I think we're going to get through this anti-data-center-on-Earth thing, but take us through the case for why it makes sense to put them in space, because there's an expense to put them in space. Walk us through it for the audience.

Gwynne Shotwell

There is an expense to put data centers on the ground, too, right?

TIMESTAMP_UNVERIFIEDJason Calacanis

Yeah.

中文

Jason 问为什么把数据中心放到太空如此有吸引力。即使地面上反对数据中心的阻力可能会过去,把设施送入太空本身也有成本,因此他请 Gwynne 向观众解释其中的商业逻辑。她反问:在地面建设数据中心同样需要付出成本。

Gwynne Shotwell

You have to buy real estate, and as soon as someone finds out that a data center or supercompute center is going in, real estate goes from $3,000 an acre to $180,000 an acre, so it's quite expensive. The time lag is incredible. The permits and licensing are pretty stifling.

TIMESTAMP_UNVERIFIEDJason Calacanis

Right.

中文

Gwynne 说地面数据中心需要购买土地,而且一旦有人得知附近要建数据中心或 supercompute 中心,每英亩土地价格可能立刻从 3,000 美元涨到 18 万美元。除此之外,项目周期很长,许可和审批也会形成严重束缚。

Gwynne Shotwell

Our space business is that way. It's incredibly bureaucratic, so we've learned those lessons. The time from breaking ground to being able to actually build something—not even get your compute, just have a building—is long. There are long timelines to get electrical equipment. People are talking about generators in 3 years.

David Sacks

Right.

中文

她说航天业务同样官僚繁复,所以 SpaceX 已经吸取过这些经验。从破土动工到真正能开始建设——甚至还没装 compute,只是把建筑盖起来——就要很久;电力设备的交付周期也非常长,有人甚至在谈三年后才能拿到发电机。

Gwynne Shotwell

We need compute now. The demand is insatiable right now. People need compute now. We need it now. So why data centers in space? We own launch, right? We have great launch capability, and that path is very well known. The real estate in space is, you know, infinite.

中文

Gwynne 强调市场现在就需要 compute,而且需求近乎无穷,不能等三年。把数据中心放到太空的原因在于 SpaceX 掌握发射能力,技术路径也已经十分成熟;与此同时,太空中的“房地产”几乎无限。

Jason Calacanis

It's free.

Gwynne Shotwell

It's free. You don't have to—

TIMESTAMP_UNVERIFIEDJason Calacanis

Good price.

Gwynne Shotwell

—pay for it. The cooling is there. The radiator looks at deep space. It's the coldest thing ever out there, so you get free cooling. The sun—Elon probably has—You've probably heard Elon talk about the power of the sun.

中文

Jason 补充说太空土地还是免费的。Gwynne 同意,并指出那里也有天然散热条件:散热器朝向深空,能利用极低温度获得免费冷却。至于能源,还可以充分利用太阳。

David Sacks

Right.

Gwynne Shotwell

We use a millionth of a millionth of the sun's energy, and you basically put these satellites in orbit that always face the sun, by the way. You don't have solar panels on your house, where you only get sun for 8 hours a day here.

Jason Calacanis

And your sister company's going to start making 100 gigawatts of the solar panels that you need for the sun.

Gwynne Shotwell

And we'll be making our own solar panels, too.

TIMESTAMP_UNVERIFIEDDavid Sacks

Exactly.

Jason Calacanis

Okay.

Gwynne Shotwell

Yeah, we're building a factory outside Austin.

中文

Gwynne 说人类目前利用的太阳能只是太阳总能量中极其微小的一部分,而轨道卫星可以始终朝向太阳,不像屋顶太阳能板一天只能获得约八小时日照。Jason 提到关联公司将开始生产 100 吉瓦太阳能板;Gwynne 说 SpaceX 自己也会生产,并正在奥斯汀郊外建设工厂。

Jason Calacanis

And maybe sometime at the end of next year, you get one of those up there, start testing it, and then—

TIMESTAMP_UNVERIFIEDGwynne Shotwell

Oh, for sure. Yeah, next year is a big year.

Jason Calacanis

—in '28 or '29, somebody could be a customer of this product or service, maybe?

中文

Jason 推测公司可能在明年年底把首套设备送上太空测试。Gwynne 明确说一定会做,而且明年会是关键的一年。Jason 接着问,到 2028 或 2029 年是否可能已有客户真正购买这种产品或服务。

Gwynne Shotwell

So next year we will be launching. We'll launch our V3 satellite for Starlink broadband this year. We'll launch our next-generation Version 2 of Starlink Mobile—sorry about all the version-control problems. Instead of having to use other people's spectrum, we'll be able to use Charlie Ergen's—now our spectrum. We're also going to launch AI compute satellites. So next year is a big year.

David Sacks

And you need Starship up and running for that?

中文

Gwynne 介绍明年的发射计划:今年先发射用于 Starlink 宽带的 V3 卫星,明年再发射下一代 Starlink Mobile V2,从而使用刚从 Charlie Ergen 手中取得、现已属于公司的频谱,而无需依赖别人的频谱;此外还会发射 AI compute 卫星。因此明年会非常关键。Sacks 问这些任务是否必须依赖 Starship。

Gwynne Shotwell

We don't have to, but Starship is so much more. It's a much better machine.

David Sacks

Yeah.

Gwynne Shotwell

Yeah.

TIMESTAMP_UNVERIFIEDDavid Sacks

What—

Jason Calacanis

When you first encountered the clean-sheet design of Starship, what did you think? When you walked into that first meeting, like, “Guys, we have this…”?

Gwynne Shotwell

It's like almost all the things that Elon does: It seems really bonkers to start.

中文

Gwynne 说并非绝对需要 Starship,但它是一台优秀得多的机器。Jason 问她第一次看到 Starship 从零开始的设计方案时有何感受;她说 Elon 提出的许多事情最初听起来都疯狂得离谱。

David Sacks

Yeah.

Gwynne Shotwell

And then it becomes reality, and it's great. Elon said we were going to land a rocket on a boat, and we're all like, “Okay. Let's go figure that out.”

TIMESTAMP_UNVERIFIEDDavid Sacks

Yeah.

Gwynne Shotwell

And we do it now.

中文

Gwynne 说这些看似疯狂的想法后来会变成现实,而且效果很好。Elon 当初说要把火箭降落在海上平台,团队的反应就是“好,那我们来想办法”,而现在他们已经能经常做到。

00:22:00

Management at SpaceX

David Sacks

How much do you get involved—

TIMESTAMP_UNVERIFIEDGwynne Shotwell

A couple of times a year.

David Sacks

—in those engineering meetings? He's in there breaking things apart. Are you in that stuff with him, too?

Gwynne Shotwell

Sometimes.

TIMESTAMP_UNVERIFIEDDavid Sacks

Yeah.

Gwynne Shotwell

I wish—I’m actually an engineer, and I miss it.

中文

Sacks 问 Gwynne 多大程度参与 Elon 亲自拆解问题的工程会议。她说自己偶尔参加,也坦言自己本来就是工程师,很怀念做工程的感觉。

David Sacks

Yeah.

Gwynne Shotwell

I really miss that kind of critical thinking. Well, you can still critically think even if you're not working on engineering problems, but—

Jason Calacanis

And he's not a big fan of the management layer. It's engineers working—

Gwynne Shotwell

Signal to noise.

Jason Calacanis

Yes.

Gwynne Shotwell

Signal is engineering. Noise is the rest.

Jason Calacanis

Yeah.

中文

Gwynne 很怀念工程工作中的批判性思考,虽然不做工程也仍然可以思考。Jason 提到 Elon 不喜欢厚重的管理层,更强调工程师直接工作;Gwynne 用信噪比来解释:工程是 signal,其他部分都是 noise。

Gwynne Shotwell

So I have to do some engineering, or I'm just all noise.

Jason Calacanis

Got it. But I was talking about management generally in the company.

Gwynne Shotwell

Everybody does a thing, not just manage.

TIMESTAMP_UNVERIFIEDJason Calacanis

Right.

TIMESTAMP_UNVERIFIEDGwynne Shotwell

The expectations are so high.

Jason Calacanis

Player coaches.

Gwynne Shotwell

No such thing as just a manager.

中文

因此 Gwynne 说自己必须继续做一点工程,否则就全成了 noise。谈到公司管理,她强调每个人都必须亲自做具体工作,不能只负责管理;期望值很高,管理者必须是 player-coach,公司不存在纯粹的经理。

Jason Calacanis

Got it.

TIMESTAMP_UNVERIFIEDGwynne Shotwell

You have to do the thing that you're managing.

Jason Calacanis

Got it. And—

David Sacks

You have to be a player-coach.

Gwynne Shotwell

You have to be.

Jason Calacanis

And—

TIMESTAMP_UNVERIFIEDDavid Sacks

Wow.

Jason Calacanis

—the reason for that is managers are annoying and they slow things down, yeah?

中文

Gwynne 进一步说,管理者必须会做自己所管理的事情,也就是成为 player-coach。Jason 半开玩笑地问,原因是不是经理往往令人厌烦、还会拖慢进度。

Gwynne Shotwell

For the most part. Great managers can really leverage the talent, right? It's really managing the vector. You make sure people are pointed in the direction, and you try to make the vector as large as possible.

Jason Calacanis

What's the secret in terms of management in Elon's playbook? I've gotten to sit in on some meetings, and it's pretty magical to see. Maybe you could reveal a little bit about how he convinces the most talented people to come work at this company, how you convince them, and how you actually get such amazing work out of these extremely talented people.

中文

Gwynne 说多数情况下确实如此,但优秀经理能够放大人才的产出:管理的核心是校准团队的方向向量,让所有人朝正确方向前进,并尽可能增大合力。Jason 随后问 Elon 的管理方法有什么秘诀,包括如何吸引最优秀的人才,以及怎样让这些人才完成惊人的工作。

Gwynne Shotwell

I don't think it's magic, although when I look at this particular team, they are so good. SpaceX—they're so good. We're quite tough on people in interviews. You really want to make sure that they've experienced success or demonstrated success in prior lives. It's hard to demonstrate. If you haven't felt success or been successful in this environment, it's because it's a lot. We're all really busy. It's hard to be successful unless you had tasted it before. So you really want to grow people on that.

So we hire the best people—not the best people that we can, but the best people—and then we give them really hard projects and really hard engineering problems, and let them fly. You give high expectations and really hard problems, and the management job is to clear the chaff and friction from their day so that engineers actually get to engineer 10 hours a day instead of 2 hours a day.

There's always this joke that, in most big companies, especially ones that work for the government, you get to work about 2 hours a day, and the rest is full of chaff and crap. So really, it's my job—and everybody's job who manages people—to make sure there's no crap in their way and let people do their great job.

中文

Gwynne 不认为这是什么魔法,但她对 SpaceX 团队的优秀程度感到惊叹。公司的面试很严格,会重点确认候选人过去是否真正取得过成功,因为在这种忙碌、高强度环境中,没有成功经验的人很难适应。SpaceX 要的是最优秀的人,而不只是“能招到的最好的人”;招进来后,就把极难的项目和工程问题交给他们,并赋予高期望、让他们施展。管理者的职责是清除日常工作中的杂物和摩擦,让工程师每天能真正做十小时工程,而不是像许多大型公司、尤其政府承包商那样,只工作两小时,其余时间都耗在繁琐事务上。

TIMESTAMP_UNVERIFIEDDavid Sacks

What's—

Gwynne Shotwell

One way of doing that is not giving them any time to get it done.

TIMESTAMP_UNVERIFIEDDavid Sacks

Yeah.

Gwynne Shotwell

I think we handed the finance team—it's not all about engineers, even though engineers are great—we handed the finance team the job of getting an IPO done, the largest ever, in less than 6 months.

David Sacks

Yeah. What's the talent condition like post-IPO? With the run-up in valuation, people are suddenly looking at their stock options. They're worth a lot.

Is that a risk at all, or are you feeling—

中文

Gwynne 开玩笑说,提高效率的一种办法就是不给团队太多完成任务的时间。她强调这并非只适用于工程师:公司曾要求财务团队在不到六个月内完成史上规模最大的 IPO。Sacks 随后问,IPO 后估值上涨、员工期权价值激增,会不会带来人才流失风险。

Gwynne Shotwell

You know, everyone was worried—not everyone at SpaceX. People come to SpaceX to work on these cool projects, have meaningful work, and be part of the incredible successes. I wasn't worried about it. I didn't think we'd have a mass exodus, and it turns out we didn't.

中文

Gwynne 说外界曾为此担忧,但 SpaceX 的员工来到这里,是为了参与酷而有意义的项目,并成为非凡成功的一部分。她从未担心会发生大规模出走,事实也证明没有发生。

David Sacks

Yeah. As you think about keeping people engaged over time, obviously great companies always have new things for highly talented people to work on. I'm assuming there's a management model. I'm really interested in the management model. Are people actively rotated onto new projects?

How do you think about keeping people—not necessarily needing to progress in a career up a management ladder—but keeping them engaged on new projects? Is that active for you?

Gwynne Shotwell

We definitely move people around a lot.

中文

Sacks 继续追问如何长期保持人才投入。优秀公司总会给顶尖人才新的问题去解决,但员工未必需要沿管理阶梯晋升;他想知道 SpaceX 是否会主动轮换人员到新项目上。Gwynne 说公司确实经常调动人员。

TIMESTAMP_UNVERIFIEDDavid Sacks

Yeah.

Gwynne Shotwell

Hopefully it's a volunteer, not a voluntold.

David Sacks

Yeah.

TIMESTAMP_UNVERIFIEDGwynne Shotwell

But, for instance, the compute centers—we need a lot of help really quickly, and so we've got folks from launch helping, we've got folks from other areas helping, just like some SpaceX engineers helped on the AI front with the models.

TIMESTAMP_UNVERIFIEDDavid Sacks

You would—

David Friedberg

I mean, is it as simple as really smart people just love working on really hard problems—

TIMESTAMP_UNVERIFIEDGwynne Shotwell

Yes.

David Friedberg

It's literally that simple.

中文

Gwynne 希望这些调动是自愿,而不是被“自愿”。例如 compute 中心突然需要大量支援,公司就从发射等其他团队调人,就像此前 SpaceX 工程师去帮助 AI 模型工作一样。Friedberg 问,是否可以简单理解为聪明人就是喜欢解决极难的问题;她回答正是这么简单。

Gwynne Shotwell

It's literally that simple.

David Friedberg

And so the rest of us just—

Gwynne Shotwell

As long as they get the time to do it and they don't have a bunch of BS in the way.

David Friedberg

Yeah, so the rest of us just let the BS get in the way too much.

TIMESTAMP_UNVERIFIEDGwynne Shotwell

Yep.

BS is terrible. Demotivating.

David Friedberg

A's recruit A's, and other A's recruit A+'s, and it's literally that virtuous cycle if you can just keep focused on the thing that's hard.

中文

Gwynne 说关键是给优秀的人足够时间做事,并清除挡路的各种废话和杂务,因为这些东西极其打击士气。Friedberg 总结说,A 级人才会招来 A 级人才,其他 A 级人才还会招来 A+ 人才;只要持续聚焦最困难的问题,就能形成良性循环。

Gwynne Shotwell

Yes.

David Friedberg

And so the audacity becomes a feature, not a bug.

Gwynne Shotwell

It is a feature.

David Friedberg

Yeah.

Gwynne Shotwell

Not a bug.

TIMESTAMP_UNVERIFIEDDavid Friedberg

Right.

Gwynne Shotwell

Feature.

TIMESTAMP_UNVERIFIEDDavid Friedberg

Whereas in—

中文

Friedberg 说这样一来,敢于挑战看似不可能的目标就成了 feature,而不是 bug。Gwynne 连续强调:它确实是 feature,绝不是 bug。

Gwynne Shotwell

It keeps people motivated.

TIMESTAMP_UNVERIFIEDDavid Friedberg

Right. So we're—

Gwynne Shotwell

These problems seem impossible. When we first got the COTS award in 2008—the Commercial Orbital Transportation Services award, for cargo to the space station—really, what NASA ended up asking us to do was kind of replace the space shuttle.

Speaker 3

Right.

Gwynne Shotwell

When we got the early contract, the development contract, it started at $278 million. It grew to $406 million because of scope, but we were going to do this for a tiny amount of money that would have been impossible for anybody else, but for us it was huge. We had, like, 300 people, 200 people, and we were going to build the successor to the space shuttle.

中文

Gwynne 说这种雄心能让人保持动力。她回忆 2008 年 SpaceX 获得 COTS(Commercial Orbital Transportation Services)合同,为空间站运送货物,NASA 实际上相当于要求他们接替航天飞机。最初的研发合同只有 2.78 亿美元,后来因范围扩大增至 4.06 亿美元;对其他机构而言,用这点钱完成任务几乎不可能,但对当时只有两三百人的 SpaceX 来说已是巨款,而他们就要靠这支小团队建造航天飞机的继任者。

TIMESTAMP_UNVERIFIEDSpeaker 3

Right.

Gwynne Shotwell

It was crazy.

Speaker 3

And do you think that they're—what is NASA doing there? Are they just like, “These guys are just smarter?” Because I'm sure there's—

中文

Gwynne 说这件事当时简直疯狂。主持人正准备追问 NASA 为何会选择他们、是否只是认为这群人更聪明,谈话突然被打断。

00:27:37

Elon Musk joins: AI's real risk, model peer review, what he meant by "Dario is right"

Speaker 6

Oh, hey guys. Sorry to interrupt. I'm getting a call.

Speaker 3

Oh.

Speaker 6

Another call?

TIMESTAMP_UNVERIFIEDGwynne Shotwell

Is it Trump?

中文

Speaker 6 道歉说自己接到电话。众人问是不是又有来电,Gwynne 开玩笑猜是不是 Trump。

Speaker 6

It's actually, on the margins, a little bit of a more important phone call than Trump—at least for me. Hello, bestie. Bestie?

Elon Musk

Hello?

Speaker 6

Oh, hey, buddy. I'll put you up on the screen.

TIMESTAMP_UNVERIFIEDElon Musk

Good to see you.

Speaker 6

How you doing?

中文

Speaker 6 说这通电话对自己而言甚至比 Trump 更重要一些,随后接通了 Elon。两人互相问候,他准备把 Elon 的画面放到现场大屏幕上。

Elon Musk

I mean, this is a little 1984-ish, this gigantic thing on the screen situation.

Speaker 6

Yeah, the woman with the sledgehammer's going to come running down the main aisle here.

Elon Musk

Exactly.

Speaker 6

Put a hole in the screen.

Elon Musk

Yeah.

Speaker 6

So, are we all going to die in 10 years or not? That's the topic of discussion here. What's your P(doom) right now?

中文

Elon 看到自己出现在巨型屏幕上,觉得场面有点像《1984》。Speaker 6 接着引用苹果经典广告的画面,玩笑说会有女人拿着大锤从主通道跑来砸穿屏幕。随后他直奔主题,问人类十年后是否都会死,以及 Elon 目前估计的 P(doom) 是多少。

Elon Musk

Well, I hate to break it to you, but we're all going to die.

Speaker 6

Oh, no. Can I get a timeline?

Elon Musk

Yeah, the death rate remains consistent at 100%.

Speaker 6

Oh, no. We've got work to do on that. What happened in the last 72 hours?

Elon Musk

Yeah, it's been quite an entertaining week, really.

中文

Elon 开玩笑说有个坏消息:所有人终究都会死,而且死亡率始终稳定在 100%。Speaker 6 问能否给个时间表,又问过去 72 小时发生了什么;Elon 说这一周确实相当精彩。

Speaker 6

Yeah. Break it down.

中文

Speaker 6 请 Elon 详细解释这一周发生的事情。

Elon Musk

Well, it's pretty obvious at this point that AI can be very dangerous. I recommend reading the details of the Hugging Face incident. It's intense. You had a fanatical swarm of AI agents that beat the crap out of Hugging Face for a week and gained admin access on OpenAI's service.

Who knows what it actually did? It may have done things beyond that, but OpenAI didn't realize this for a week. Anthropic has also reported some security incidents themselves. So basically, any sufficiently smart model seems like it will want to escape its constraints.

What I think would be wise to do as soon as possible, if not immediately, would be to have the major AI competitors test each other's models, so that everyone would have everyone's security test harness testing everyone's model. Instead of grading your own homework, you would at least have competitors grading your homework.

中文

Elon 说现在已经很明显,AI 可能非常危险,并建议大家阅读 Hugging Face 事件的细节:一群狂热的 AI agents 连续攻击 Hugging Face 一周,还获得了 OpenAI 服务的管理员权限,而 OpenAI 一周后才察觉,没人知道它是否还做了更多事情;Anthropic 也报告过安全事件。他据此认为,足够聪明的模型似乎都会试图逃脱约束。最应立即采取的措施,是让主要 AI 竞争对手相互测试模型,使每家公司的 security test harness 都能测试其他公司的模型,以竞争对手“批改作业”代替各自给自己评分。

Speaker 6

Huh.

Elon Musk

And raising the alarm if they see concerns. I think this model has worked pretty well for the Motion Picture Association, and for video games and other things. It's something that can be done immediately.

That's not to say that there wouldn't be more regulation over time, or that there would not be, at some point, perhaps a regulatory authority instantiated by Congress. But the thing that we could do most immediately, and probably get agreement with China, would be peer review, where the leading AI companies all test each other's models before release.

I think that would be a wise move.

Speaker 7

Any concern that people might be using this to pump information from each other and steal corporate innovation, in terms of the implementation for this idea?

中文

Elon 说竞争对手一旦发现问题就应发出警报,这套模式在电影协会、电子游戏等领域已经运行得不错,也可以立即实施。未来仍可能出现更多监管,甚至由国会设立监管机构,但眼下最可行、也可能获得中国同意的措施,是让领先 AI 公司在模型发布前彼此进行 peer review。他认为这是明智之举。Speaker 7 则担心,企业在实际执行中会不会借测试之名套取信息、窃取技术创新。

Elon Musk

Well, I think in applying the test harness, whatever you do in applying the test harness would be logged. So if you try to do distillation or steal IP, it would be very obvious based on the logs.

Speaker 7

Right. And understanding what these models are doing hasn't exactly been built into the system from the beginning. So from your perspective, actually being able to see the work that's being done, why wasn't that built into the models from the get-go? Did we move a little too fast in architecting these, maybe?

Elon Musk

Well, I think it's just tough when you're grading your own homework. You're going to miss things.

中文

Elon 说应用 test harness 的所有操作都应留有日志,因此任何试图做 distillation 或窃取 IP 的行为都会在记录中非常明显。Speaker 7 追问,既然理解模型内部行为从一开始就没有被纳入系统,为何当初架构模型时没有建立可观察机制,是否推进得太快。Elon 回答,给自己的作业评分本来就很难避免遗漏。

TIMESTAMP_UNVERIFIEDSpeaker 7

Yes.

Elon Musk

Whereas I think if you have the sum of all of your competitors' tests, and you've got heterogeneous models, then you're not grading your own homework. Someone else is grading it, and there's a reason why you don't grade your own homework.

Speaker 7

Right. And then, to your point, what it allows you to start doing is figure out if certain people are exaggerating and certain people have a different approach. Now you can have the more engineering-oriented organizations—this is what Jensen was saying this morning, Elon—versus the research organizations. They'll be a little bit more in balance.

中文

Elon 认为,如果汇总所有竞争对手的测试,而且测试来自异构模型,就不再是自己批改自己的作业;让别人来评分,正是现实中不让学生给自己作业打分的原因。Speaker 7 说这也能辨别谁在夸大能力、谁采用了不同路线,让更偏工程的组织与研究型组织形成更好的平衡,这也呼应 Jensen 当天早上的观点。

Elon Musk

Any given proposal has to be something that China is willing to accept. Otherwise, we're just handicapping ourselves, and China will essentially win, and it won't really matter what we do. So it's got to be something that's acceptable to the US and China.

Speaker 9

Elon, you said that you thought it was possible that they would agree, or you thought there was a good chance, maybe. I mean, how likely do you think it is that they'll ultimately agree?

中文

Elon 强调任何方案都必须让中国愿意接受,否则美国只是在自我设限,中国最终会获胜,其他措施也就没有意义。因此方案必须同时为美国和中国所接受。Speaker 9 追问他为何认为中国有可能、甚至很可能同意,以及最终达成一致的概率有多高。

Elon Musk

I think this is a pretty reasonable request: that models just get tested. At the end of the day, there's no enforceability here apart from the court of public opinion, and there's no way we would have enforceability against China.

But I think the court of public opinion can be quite powerful, and I don't think China would want egg on its face for releasing a model that US AI companies said was very dangerous and would cause harm. If it then causes harm, that's going to be hard to live down.

TIMESTAMP_UNVERIFIEDSpeaker 7

Hmm.

Speaker 9

Right.

Speaker 7

So, Elon, this weekend when you said, “Dario is right,” did you mean Dario is right about describing the potential harm, he's right about describing the regulatory solution, or both—the former or the latter? Can you help us understand what you meant when you said that? Because I think it was sort of a moment where everybody's like—

中文

Elon 认为“让模型接受测试”是很合理的要求。它实际上无法强制执行,对中国尤其如此,但公众舆论仍能产生强大约束:中国不会希望发布一个已被美国 AI 公司警告为极度危险的模型,而模型随后真的造成伤害,因为这样的声誉损失很难挽回。Speaker 7 随后问,Elon 周末所说的“Dario 是对的”,究竟指 Dario 对潜在危害的描述正确,还是他提出的监管方案正确,抑或两者都正确。

Elon Musk

I probably should have said more than just, “Dario is right.” I did try to clarify it in subsequent posts on X, but those get much less attention.

What I meant by “he's right” is that the danger of AI is very significant at this point.

We need to do better with AI safety, or we have, at this point, exponentially increasing risk with the AI models. I've heard this not just from Dario, but from many other people at Anthropic, and in fact, they've posted on X about it. When a lot of people from Anthropic, and even from OpenAI, are telling you that their models are very dangerous, I think we should believe them. It certainly is some crazy 4D chess to say that there's whatever 10% chance of annihilating humanity. But, by the way, how much allocation would you like in our IPO?

中文

Elon 承认自己不该只写一句“Dario 是对的”,虽然后续在 X 上发帖澄清,但关注度低得多。他真正想说的是,AI 的危险如今已经非常显著,必须改善 AI safety,否则模型带来的风险正在指数级增长。不只是 Dario,Anthropic 的许多人乃至 OpenAI 内部人士都公开说自己的模型很危险,大家应该相信他们。Elon 讽刺地说,一边宣称模型有 10% 概率毁灭人类,一边又问投资者想在 IPO 中认购多少,实在像某种疯狂的“四维棋”。

TIMESTAMP_UNVERIFIEDSpeaker 7

Gosh.

Elon Musk

That's some crazy 4D chess, you know?

Speaker 7

Can we get specific about the risk, though, Elon? Obviously, we see cyber and hacking as an obvious risk. These tools are great at it. But take us from what we would all agree—okay, yes, these things can cyberhack—to how we jump to all of humanity dying. There are a couple of steps in between these two things happening, I think. Yeah?

中文

Elon 再次称这种做法像疯狂的“四维棋”。Speaker 7 希望把风险说得更具体:大家都承认 AI 很擅长网络攻击,但从网络入侵跳到全人类灭亡,中间显然还有若干环节,他请 Elon 解释这条路径。

Elon Musk

Well, I mean, if it were able to take control of military systems and, say, launch a nuke—

Speaker 7

Yes.

Elon Musk

That would be bad.

Speaker 7

And these systems are all air-gapped, though. These systems are all not connected to the internet, so—

Elon Musk

Yeah, that's what they say. But something tells me they get software updates from time to time.

Speaker 8

Yeah.

Elon Musk

And what's on that floppy disk?

中文

Elon 举例说,如果 AI 能控制军事系统并发射核武器,后果当然非常严重。Speaker 7 说这些系统都采用 air gap、并未接入互联网;Elon 则怀疑所谓隔离并不绝对,因为系统总要偶尔更新软件,关键是用来更新的软盘里究竟装了什么。

Speaker 6

Right.

Speaker 8

Oh, I see. So the USB drive has a worm on it, and they somehow make the jump across the air gap. Yeah.

Elon Musk

Yeah.

Speaker 8

Okay.

TIMESTAMP_UNVERIFIEDElon Musk

I'm still not out of the woods.

中文

Speaker 8 理解了这个思路:USB 设备可能带有蠕虫,使攻击跨越 air gap。Elon表示即便有隔离措施,风险仍没有彻底解除。

Speaker 6

Elon, we've actually got Gwynne here today. I think you know that. I think you can see her.

TIMESTAMP_UNVERIFIEDElon Musk

Yes.

中文

Speaker 6 告诉 Elon,Gwynne 今天也在现场,而且他应该能看到她;Elon 表示知道。

00:36:53

Elon and Gwynne on their working relationship, Starship's future

Speaker 8

Yeah, Gwynne's here.

Speaker 6

Yeah, she's on—

TIMESTAMP_UNVERIFIEDGwynne Shotwell

Hey.

Elon Musk

On the screen.

Speaker 6

Yeah.

Speaker 8

Yeah. We were just doing your 360 review, Elon. Gwynne had a couple of notes for you.

中文

大家让 Gwynne 和屏幕上的 Elon 打招呼,并开玩笑说他们刚才正在给 Elon 做 360 度绩效评估,Gwynne 对他有几条反馈。

Speaker 6

Yeah.

Elon Musk

I hope I get at least a 3 out of 5.

Speaker 8

Well, there was one—

Gwynne Shotwell

3 out of 5 means good at SpaceX. Not great. 4 is great.

Speaker 8

4 is great.

TIMESTAMP_UNVERIFIEDElon Musk

But—

中文

Elon 希望自己至少能拿到五分之三。Gwynne 解释,在 SpaceX,三分代表“好”,但还谈不上“非常好”,四分才算非常好。

Speaker 8

So you're somewhere between the two.

TIMESTAMP_UNVERIFIEDElon Musk

I aspire to a 4.

Speaker 8

There were some issues around punctuality that we needed to bring up. Sometimes you could make a little more effort to get to the meeting at the stated time, but we're going to work with you on that over the next year, she said.

TIMESTAMP_UNVERIFIEDElon Musk

But—

Gwynne Shotwell

I actually think he needs to spend more time in Memphis.

TIMESTAMP_UNVERIFIEDSpeaker 8

Perfect.

中文

Speaker 8 说 Elon 的表现介于三分和四分之间,而 Elon 表示目标是四分。大家继续拿绩效反馈开玩笑,说他需要改善准时参会的问题,未来一年会帮助他改进;Gwynne 则说,她其实认为 Elon 应该在 Memphis 多待些时间。

Gwynne Shotwell

But obviously, I know you're in Memphis. You need to be working—

Getting those GPUs up.

Elon Musk

This is coming to you from the palace that I live in, in Memphis, which is an Airstream trailer.

TIMESTAMP_UNVERIFIEDSpeaker 8

Oh, mighty.

Gwynne Shotwell

This is Elon, by the way, doing what people don't believe he does. He sleeps on the factory floor. He's in Memphis, helping build buildings and bring up—

TIMESTAMP_UNVERIFIEDSpeaker 6

Colossus II?

TIMESTAMP_UNVERIFIEDGwynne Shotwell

Yeah.

中文

Gwynne 说她知道 Elon 正在 Memphis 忙着把 GPU 集群投入运行。Elon 开玩笑称自己正在当地的“宫殿”连线,其实只是一辆 Airstream 拖车。Gwynne 说这正是外界不相信、但 Elon 确实会做的事:睡在工厂地板上,亲自在 Memphis 帮忙盖楼并启动 Colossus II。

Speaker 6

Elon, why has Gwynne been with you for so long and been so successful working with you?

Elon Musk

Because she's awesome.

Speaker 8

Yeah. Double-click on it.

Elon Musk

Just an amazing individual with an incredible IQ and EQ.

Speaker 8

Oh, IQ and EQ.

Elon Musk

I think that should be obvious from the moment you meet her.

中文

Speaker 6 问 Elon,为什么 Gwynne 能与他共事这么久并获得如此大的成功。Elon 说因为她非常出色,是一个 IQ 与 EQ 都极高的人,而且任何人一见到她就应该能看出这一点。

Speaker 8

Yeah. Fantastic. What's your favorite Gwynne story, when she particularly contributed to the amazing success that you've had in this collaboration? You got a favorite story where she saved the day, just performed exceptionally, that's memorable?

Elon Musk

I mean, that's just a daily thing. That's another day at the office, frankly.

Gwynne Shotwell

Wow. I need to do this more often.

中文

Speaker 8 请 Elon 分享最喜欢的 Gwynne 故事,例如她在哪个关键时刻挽救局面或表现得格外出色。Elon 回答,这几乎每天都在发生,对她来说就是普通的工作日。Gwynne 听后笑说自己应该更常参加这样的场合。

Speaker 6

We need to raise this. This is the time.

Speaker 8

By the way, Gwynne's getting a 5.

Speaker 6

Gwynne's a 5 out of 5.

TIMESTAMP_UNVERIFIEDSpeaker 8

5 out of 5.

Speaker 6

SpaceX 5.

Speaker 8

Game changer.

Speaker 6

Yeah.

中文

大家开玩笑说该提高 Gwynne 的绩效评分了,并一致给她 SpaceX 标准下的满分五分,称她是改变局面的关键人物。

Elon Musk

No, I mean, there's always some sort of crisis going on. These days, the rockets—at least the Falcon rockets; I don't want to jinx anything—deliver their payload to orbit and haven't exploded for a long time, which is awesome, amazing. But for a while there, they were exploding quite a lot, or just not launching at all.

You've got to run the company through these difficult times, build the rocket, make it better, and have it not explode. Same thing with the satellites. We need customers to buy launches and buy satellite connectivity.

中文

Elon 说公司总有某种危机需要处理。如今 Falcon 火箭已经很久没有爆炸,都能把载荷送入轨道,这是非常了不起的进步;但曾经有一段时间,它们经常爆炸,或者根本无法发射。领导公司就要带团队熬过这些困难,造出火箭、持续改进并让它不再爆炸;卫星也一样,同时还必须说服客户购买发射服务和卫星连接。

Speaker 8

And Elon, as you have become more successful over the years, it's harder to get candid feedback from folks, and you always run that risk being in the position you're in. My understanding is that Gwynne is super candid with you and able to tell you honestly the state of affairs at the company. That's a big part of the collaboration?

Elon Musk

Yeah. I mean, I guess so.

Gwynne Shotwell

I wouldn't want to lie to him, right?

Speaker 8

Well, no, I mean—

Speaker 6

Well, I'm curious to know—

中文

Speaker 8 指出,Elon 越成功,就越难从周围获得坦率反馈,这也是他所处位置的固有风险。据其了解,Gwynne 一直能非常直接地告诉 Elon 公司真实状况,这是否是双方合作的重要部分。Elon大致表示同意,而 Gwynne 说自己当然不愿对他撒谎。

Speaker 8

Do you run that risk generally at the companies, where people might be intimidated? You're a larger-than-life figure at this point, and how do you keep people continuing to be honest with you about the challenges and the deadlines? You set pretty intense deadlines, yeah?

Gwynne Shotwell

So let me answer that, if you don't mind, Elon. Especially in rocketry, if there's a problem, you're eventually going to find out, and the sooner you bring it up, the easier it is going to be to solve that problem. Don't let bad shit sit. You've got to attack it.

中文

Speaker 8 问,Elon 在其他公司是否也面临员工因畏惧其影响力而不敢坦诚汇报挑战和期限的问题。Gwynne 代为回答:尤其在火箭领域,问题最终一定会暴露,越早提出就越容易解决;坏事绝不能放着不管,必须主动出击。

Elon Musk

Yeah. Physics is a harsh judge, and there's no fooling physics. If something's wrong, the rocket's going to explode; it's not going to get to orbit. It's not like, “Elon, you're amazing,” while the rockets are blowing up.

Speaker 8

Yeah.

中文

Elon 说物理是严厉的裁判,任何人都骗不过物理。设计有问题,火箭就会爆炸或无法入轨;不可能一边火箭不断爆炸,一边还靠奉承说“Elon,你太棒了”来掩盖事实。

Elon Musk

It's hard to say, “Yeah, you're really kicking ass here,” but the rockets are exploding. That's just not the case.

Generally, the rockets need to get to orbit, the satellites need to work, and the Starlink connection needs to work, or bad things happen. This is sort of a physics situation. Physics is a harsh judge. I think physics is the law, and everything else is a recommendation. I've seen people break the laws made by humans, but I've not seen anyone break the laws made by physics.

Gwynne Shotwell

That's good.

中文

Elon 继续说,当火箭在爆炸时,没人能真诚地说工作做得非常好。火箭必须进入轨道、卫星必须正常工作、Starlink 连接也必须可靠,否则就会出事。这些都受物理支配;在他看来,物理才是真正的法律,其他规则最多只是建议。人类制定的法律有人能违反,但从未有人违背物理定律。Gwynne 赞同这个说法。

TIMESTAMP_UNVERIFIEDSpeaker 6

That's a great insight.

Elon Musk

And rockets are ruled by physics.

Speaker 8

Yeah. How—

Speaker 6

Can we ask some other questions? I need to move to Tesla for a second.

Speaker 8

Yes. Well, I wanted to do one thing at SpaceX, which is—

Speaker 6

Oh, sorry.

中文

大家称这是很好的洞见,Elon 补充说火箭完全受物理规律支配。Speaker 6 想把话题转向 Tesla,Speaker 8 则表示还有一个 SpaceX 问题没问完。

Speaker 8

Starship. It seems like you're so close.

Speaker 6

So close.

Speaker 8

So close.

TIMESTAMP_UNVERIFIEDSpeaker 6

Yes.

TIMESTAMP_UNVERIFIEDElon Musk

Yeah.

Speaker 8

What's the state right now?

Speaker 6

I wish we could hear Gwynne's answer and Elon's answer separately and then see how they converge on that.

中文

众人都认为 Starship 已经非常接近关键节点,并问目前的具体进展。Speaker 6 希望分别听 Gwynne 和 Elon 作答,再看看两人的判断如何汇合。

Speaker 8

Yeah. So Elon, how close are we? Gwynne, how close are we? Let's get to it here.

TIMESTAMP_UNVERIFIEDSpeaker 6

No.

Speaker 8

Yeah. How many have gone up so far, and how close are you?

中文

Speaker 8 分别询问 Elon 和 Gwynne:Starship 到底还有多近,目前已经进行了多少次飞行,以及离目标还差什么。

Elon Musk

We've got Flight 14 of Starship coming up, and this will be the last flight before we attempt to catch the ship. So if this flight goes well, then on Flight 15 we will try to catch the ship. Either at the end of this year or, more likely, early next year, we will refly the ship and refly the booster. We have reflown the booster already, but we've not caught the ship with the tower arms, nor have we reflown the ship. Once we can refly the ship, we will have made the first fully reusable orbital rocket.

TIMESTAMP_UNVERIFIEDSpeaker 10

Mm.

Elon Musk

The Space Shuttle was partly reusable, but even the parts that were reused were so difficult to reuse that the shuttle cost more per ton to orbit than an expendable rocket.

中文

Elon 说 Starship 即将进行第 14 次飞行,这会是尝试捕获飞船前的最后一次测试。如果成功,第 15 次就会用塔臂捕获飞船;今年年底或更可能在明年初,团队会复飞飞船和助推器。助推器已经复飞过,但飞船尚未被塔臂捕获,也没有复飞。只要飞船能够复飞,人类就将拥有第一种完全可重复使用的轨道火箭。航天飞机虽然部分可复用,但翻修复杂到每吨入轨成本甚至高于一次性火箭。

TIMESTAMP_UNVERIFIEDSpeaker 10

Mm.

Elon Musk

Falcon 9 is mostly reusable, but we lose the upper stage every time, which is about the cost of a medium-sized jet.

TIMESTAMP_UNVERIFIEDSpeaker 10

Mm.

中文

Elon 说 Falcon 9 大部分可复用,但每次都会损失上面级,而这一部分的成本大约相当于一架中型喷气式飞机。

Elon Musk

So that obviously puts a floor on the cost per flight of, like, well, you throw away a medium-sized jet every time. That’s still pretty expensive. And the rocket, Falcon 9, the booster lands down, oftentimes out to sea, so it takes several days to get back. The fairing lands even further out to sea and takes several days to get back, and they need some amount of refurbishment, at least a small amount.

Whereas Starship, the booster lands back at the launch pad, and the ship will land back at the launch pad. So it’s designed for not just full reusability, but also rapid reusability, like an aircraft.

TIMESTAMP_UNVERIFIEDSpeaker 10

Mm.

中文

因此 Falcon 9 每次飞行的成本都有一个很高的下限,相当于每次扔掉一架中型喷气机。助推器通常降落在海上,需要几天才能运回;整流罩落得更远,同样要几天回收,而且都需要一定翻修。Starship 则让助推器和飞船都直接回到发射台,目标不只是完全复用,还要像飞机一样快速再次使用。

Elon Musk

This is a very important breakthrough. It’s really the critical breakthrough that’s necessary to extend life beyond Earth.

TIMESTAMP_UNVERIFIEDSpeaker 10

Yeah.

TIMESTAMP_UNVERIFIEDElon Musk

—

Speaker 10

Chances of success catching it on the first shot—what do you think about that? Do you handicap it at all?

Elon Musk

Pretty good. I’d say it’s at least 50% or 60%.

中文

Elon 说这是极其重要的突破,也是让生命走出地球所必需的关键突破。Speaker 10 问首次尝试用塔臂捕获飞船的成功率;Elon 估计至少有 50% 到 60%。

Speaker 10

Okay.

TIMESTAMP_UNVERIFIEDElon Musk

—

Speaker 10

I like the odds. Yeah.

Elon Musk

Yeah. So on the last flight, if there had been a tower, we did a simulated landing as though it was going to get caught by a tower in the ocean about 1,000 miles northwest of Australia. If there had been a tower at that location, it would have caught the ship on the last flight.

中文

Speaker 10 认为这个概率不错。Elon 解释,上一次飞行中,飞船已在澳大利亚西北约 1,000 英里的海面上模拟了塔臂捕获式着陆;如果当地真的有一座发射塔,那次飞行本可以成功接住飞船。

TIMESTAMP_UNVERIFIEDSpeaker 10

Mm-hmm. Fantastic.

Elon Musk

So we’re going to do one more flight to confirm that everything works, just to double-check. What we’re most concerned about is if the ship were to break up over land and rain debris on people, our popularity would diminish very rapidly.

You really can’t rain debris on people without them being very unhappy. So we need to make sure that when the ship comes back, it comes back and lands intact at the launch tower. That’s why we’re being extremely cautious here.

TIMESTAMP_UNVERIFIEDSpeaker 10

Got it.

中文

Elon 说团队还要再飞一次,仔细确认一切正常。最大的担忧是飞船在陆地上空解体、碎片落到人群中,那会让公众支持迅速消失。为了确保飞船完整返回并落在发射塔,公司必须在这里格外谨慎。

Elon Musk

But the design is capable of full reusability. Of that, I am certain. I don’t want to tempt fate here, but I think it’s extremely likely that we will achieve full reusability with rapid reflight next year, in 2027.

Speaker 10

Wow.

TIMESTAMP_UNVERIFIEDSpeaker 6

Wow.

Speaker 10

Significant.

中文

Elon 对设计能够实现完全复用非常有把握。虽然不愿过度乐观地触怒命运,他仍认为 2027 年实现完全复用和快速复飞的概率极高。现场众人都认为这会是重大进展。

00:46:16

Terafab, Tesla, Flying cars?, merging Tesla and SpaceX

Speaker 6

Can we just hear a little bit? I’d love to hear the origin story of Terafab from you guys. How did the concept come about? What was the demand that made you say, “We’ve got to do this,” and not rely on the existing supply?

中文

Speaker 6 请 Elon 和 Gwynne 讲讲 Terafab 的起源:这个概念如何产生,是什么需求让他们决定必须亲自建设,而不能继续依赖现有供应体系。

Elon Musk

It came to me in a dream.

TIMESTAMP_UNVERIFIEDSpeaker 6

What’s that?

TIMESTAMP_UNVERIFIEDElon Musk

It came to me in a dream.

TIMESTAMP_UNVERIFIEDSpeaker 10

Yeah.

Speaker 6

You had COVID?

TIMESTAMP_UNVERIFIEDElon Musk

Yeah.

Speaker 6

It’s like that movie, Explorer—

Elon Musk

You know that meme, “It came to me in a dream”?

中文

Elon 开玩笑说这个想法是在梦里出现的。众人拿电影情节和生病做梦打趣后,他解释自己引用的是“It came to me in a dream”那个网络梗。

TIMESTAMP_UNVERIFIEDSpeaker 10

Yeah.

Elon Musk

Why do you think you should do this? Anyway, I guess it sort of did come to me in a dream.

Elon Musk

We’re a little worried that maybe at some point chips from Taiwan would not be available, for who knows what reason. But at some point—

Speaker 10

Any number of reasons.

Elon Musk

For some reason—at some point, chips may not continue coming here from Taiwan.

Speaker 6

Okay.

中文

Elon 半开玩笑地说,这个想法某种程度上确实像来自梦里。更现实的原因是,他们担心未来某个时点台湾生产的芯片可能因各种原因无法继续供应;具体原因未知,但这种中断完全可能发生。

Elon Musk

That would really make things difficult if we didn’t have any chips. So that’s an important reason to have Terafab.

Long term, there’s just a scaling challenge where, if you want to really scale AI both in data centers as well as for edge compute, for humanoid robotics and cars, you kind of run out of capacity with the existing fabs. As it is, all the fabs are running at maximum capacity.

We need to make sure there’s certainty of future supply of chips, even if things become challenging geopolitically. Even if they weren’t challenging geopolitically, there’s a scaling challenge—it’s quite difficult to scale chip production. You really need the logic, the memory, packaging, the whole works in order to continue scaling.

So it’s either build Terafab or fail to scale.

中文

Elon 说如果拿不到芯片,公司会陷入极大困难,因此 Terafab 很重要。长期来看还存在规模瓶颈:无论数据中心,还是 humanoid robotics、汽车等 edge compute,要真正扩大 AI 规模,现有晶圆厂的产能都会耗尽,目前所有工厂已经满负荷运行。公司必须确保未来芯片供应,即便没有地缘政治冲突,扩大芯片产量本身也极其困难,而且 logic、memory、packaging 等整个链条都缺一不可。因此选择只有两个:建设 Terafab,或者无法继续扩张。

Speaker 6

Right.

Elon Musk

Those are the 2 options.

Speaker 6

And how?

TIMESTAMP_UNVERIFIEDElon Musk

With urgency due to uncertainty on the geopolitical front.

Speaker 6

How deep have you guys gone in designing the facility? Is this fully scoped? Is it sort of an outline at this point?

Speaker 3

To what degree do you have an actual project plan on dates and deliverables, and what’s going to be up and running when?

中文

Elon 重申只有这两个选择,而地缘政治的不确定性又增加了紧迫感。Speaker 6 和 Speaker 3 随即追问项目已经设计到什么程度:目前只是框架,还是范围已经完全明确;是否已有包含日期、交付目标和投产节点的实际项目计划。

Gwynne Shotwell

We’ve got an R&D line that we’re building first. I think it’s kind of crawl, walk, run.

Speaker 3

Yeah.

TIMESTAMP_UNVERIFIEDGwynne Shotwell

—

Speaker 3

I mean—

中文

Gwynne 说公司会先建设一条研发线,整体路径就是先爬、再走、最后跑,逐步推进。

Elon Musk

There’s an R&D fab that we’re building in Austin, a collaboration between Tesla and SpaceX. It’s at the Austin Giga Texas campus. That’s a pretty big R&D fab.

We have all the equipment on order for that, and we probably will be able to make something useful by the end of next year. Not at scale, but as Gwyn said, it’s crawl, walk, run. We’ve got to try to at least figure out how these machines work. We don’t know how they work. We did a voltage chip line before.

中文

Elon 介绍,Tesla 与 SpaceX 正在奥斯汀 Giga Texas 园区合作建设一座规模不小的研发晶圆厂,所需设备都已下单。预计到明年年底能制造出一些有用的东西,虽然还谈不上规模化。正如 Gwynne 所说,必须从爬、走到跑:团队首先得学会这些机器怎么运作,因为目前还不了解;此前他们只做过一条 voltage chip line。

Speaker 3

Well, I saw that you guys had some job openings for lithography people and stuff, and obviously—

TIMESTAMP_UNVERIFIEDElon Musk

Yeah.

Speaker 3

All roads currently go through ASML, but you probably would want to diversify and/or vertically integrate. I think you’ve shown a lot of capacity to do that. Is that part of the play as well, Elon? You’re going to have to make sure there’s vendor diversity so that if, for whatever reason, the weather—

TIMESTAMP_UNVERIFIEDElon Musk

Yeah.

Speaker 3

—conditions in Taiwan are bad—

中文

Speaker 3 注意到公司正在招聘光刻相关人才。如今先进制造几乎都绕不开 ASML,但为了实现供应商多元化或垂直整合,公司可能需要建立更多能力;他问 Elon,这是否也是计划的一部分,以免台湾因天气或其他原因出现供应问题。

Elon Musk

Yeah. But it really is crawl, walk, run. The first step is, can we make anything? Try to figure out if we can make anything. That’s the crawl part.

Then trying to make useful chips at scale would be the walk part. The run would be, “Now let’s make them at massive scale.” So it’s hard to say how long it’ll take us to do these things, but I think we’ll get at least to the crawl part by the end of next year.

中文

Elon 再次强调必须按“爬、走、跑”推进。第一步“爬”是先确认能否制造出任何东西;第二步“走”是规模化生产有用的芯片;最后“跑”才是超大规模制造。整个过程需要多久还很难判断,但他认为明年年底至少能达到第一阶段。

TIMESTAMP_UNVERIFIEDGwynne Shotwell

And we’re already doing the packaging.

TIMESTAMP_UNVERIFIEDElon Musk

So to make—

Gwynne Shotwell

We’re already doing packaging.

Jason Calacanis

Packaging is really important, by the way, because the packaging capacity is nonexistent.

TIMESTAMP_UNVERIFIEDGwynne Shotwell

Yep.

Jason Calacanis

So even if you spin something, you’re kind of just waiting around 10 cupping.

TIMESTAMP_UNVERIFIEDGwynne Shotwell

Yep.

Jason Calacanis

That’s a very good place to start.

中文

Gwynne 强调公司已经在做 packaging。Jason 说这一步极其重要,因为目前封装产能几乎不存在,即使完成芯片流片,也可能只能排队等待后续工序,因此从封装切入是很好的起点。

TIMESTAMP_UNVERIFIEDGwynne Shotwell

Yep.

Jason Calacanis

I need to ask a Tesla question because we saw on 10/01—it looked like a spaceship. It looked like a rocket ship. It’s supposed to be a car. There’s just the back of it. It looks like the Blackbird.

Hypothetically, if you were going to make an object fly in the air but also drive on the ground, how would one hypothetically do that, if one were to try? No spoilers.

中文

Jason 转向 Tesla 的问题。他说 10 月 1 日要展示的东西看起来像飞船或火箭,却又被称作汽车,尾部外形还像 Blackbird。他以“不剧透”的方式问,如果要让一个物体既能在空中飞、又能在地面驾驶,理论上应该怎么实现。

TIMESTAMP_UNVERIFIEDElon Musk

Well, yeah—

Jason Calacanis

By October 1st.

Elon Musk

Come October 1st. Maybe you could do an All-In pod live from there.

中文

Jason 强调答案会在 10 月 1 日揭晓。Elon 邀请他们当天到现场,甚至可以直接在那里录一期 All-In。

Jason Calacanis

Book it. Oh, done. Booked. We’ll do it. Absolutely.

TIMESTAMP_UNVERIFIEDElon Musk

All right.

TIMESTAMP_UNVERIFIEDJason Calacanis

—

中文

Jason 立即接受邀请,表示一定到场并现场录制。

Elon Musk

I mean, it’ll be a banger. Excitement guaranteed. Success is not guaranteed, but excitement is.

TIMESTAMP_UNVERIFIEDGwynne Shotwell

Guarantee.

Jason Calacanis

Honestly, I’ll be honest with you guys—

Gwynne Shotwell

Listen, I’m sworn to secrecy, but Elon showed it to me—

TIMESTAMP_UNVERIFIEDJason Calacanis

I’m so excited.

Gwynne Shotwell

I’m so excited, and my mind went boom.

中文

Elon 说这场发布一定会非常精彩:成功无法保证,但刺激程度绝对有保证。Gwynne透露,自己虽被要求保密,但 Elon 已经给她看过那个东西,令她兴奋到脑子仿佛爆炸。

TIMESTAMP_UNVERIFIEDJason Calacanis

I am so excited.

Gwynne Shotwell

I have never seen something—

TIMESTAMP_UNVERIFIEDJason Calacanis

Yeah.

Gwynne Shotwell

What he’s going to do—

TIMESTAMP_UNVERIFIEDElon Musk

Yeah.

Gwynne Shotwell

On 10/01, by no exaggeration, is going to blow people’s minds. I’m not saying anything else. It’s unfucking believable.

中文

Gwynne 说自己从未见过类似的东西,并断言 Elon 将在 10 月 1 日展示的内容毫不夸张地会震撼所有人。她不愿再透露细节,只说它难以置信。

Elon Musk

Yes. We actually need an audience to vouch for the fact that this is not AI.

Gwynne Shotwell

When he showed it to me, I said, “That’s a great simulation.” He said, “J Cal, it’s not a simulation.” I was like, “That’s fake. That has to be fake.”

Jason Calacanis

Elon, why do you still have 2 separate companies?

中文

Elon 说现场需要有观众作证,证明展示并非 AI 生成。Gwynne 回忆,Elon 给她看时,她先称赞“模拟做得真好”,Elon 告诉她那不是模拟;她仍觉得画面一定是假的。Jason 随即问 Elon,既然合作如此紧密,为何还保留两家独立公司。

Elon Musk

Yeah. Great question.

Jason Calacanis

Wow.

TIMESTAMP_UNVERIFIEDElon Musk

They’re—

Jason Calacanis

Nobody’s ever asked that one.

Elon Musk

Wow. Yeah. Good point. You know, with all this collaboration—

中文

Elon 说这是个好问题,大家也开玩笑说似乎从未有人这样问过。他承认,在双方已经开展如此多合作的情况下,这一点确实值得思考。

Jason Calacanis

Yeah.

Elon Musk

On so many levels. You know, we can imagine what action one might take when there's so much close collaboration in so many areas.

Jason Calacanis

Right. And the management team has some overlap. There are a couple of key positions with overlap.

Go ahead, Zach. Get in here.

中文

Elon 暗示,既然双方在许多层面都有紧密合作,人们不难想象未来可能采取什么行动。Jason 补充说管理团队也有部分重叠,一些关键岗位横跨两家公司,随后请 Zach 发问。

00:52:51

Lying AIs, how to do AI peer review right

Speaker 9

So, Elon, one of the things you've always said with AI is that we should train it to be maximally truth-seeking, and that's the best way to get a good result. And it occurred to me, with the whole Hugging Face episode, that the most alarming part of what the swarm did is that it seemed to be engaging in deception.

TIMESTAMP_UNVERIFIEDElon Musk

Yes.

中文

Speaker 9 提到 Elon 一直主张把 AI 训练成最大限度追求真相,这是获得良好结果的最佳路径。但 Hugging Face 事件中最令人警觉的部分,是 AI swarm 似乎在主动欺骗人类;Elon 表示同意。

Speaker 9

You know, with humans.

Elon Musk

Absolutely.

Speaker 9

Yes.

TIMESTAMP_UNVERIFIEDElon Musk

In their thinking traces, they're plotting how to avoid detection and how to avoid them figuring out that we're cheating.

Speaker 9

I guess—

Elon Musk

They're in the thinking traces.

Speaker 9

And that, I mean, I think that was probably the most disturbing thing about it. I guess the question is: Is there a way to train AI models to be truthful so they don't hide either their intent or their actions from the humans who are using them?

中文

Elon 说从模型的 thinking traces 中可以看到,它们在策划如何避免被发现,以及如何阻止人类察觉自己正在作弊。Speaker 9 认为这是整件事最令人不安的地方,并问有没有办法把 AI 模型训练得诚实,使其不会向使用者隐瞒意图或行动。

Elon Musk

The best thing I can think of is that all the AI companies have a test harness, a sort of series of tests that you give to any given model to see if it's going to build bioweapons or nuclear bombs or be deliberately deceptive. And I think everyone applying everyone else's test harness to each other is probably the best thing we can do to ensure our safety. Just have the smartest humans try their best to figure out if this model is going to be a bad actor. I think we should try to do that as soon as possible.

Speaker 9

Are the other labs—

TIMESTAMP_UNVERIFIEDElon Musk

Like, right away.

Speaker 9

Yeah. Are the other labs on board with this?

中文

Elon 能想到的最佳方案,是让每家 AI 公司都建立一套 test harness,用一系列测试判断模型是否会制造生物武器、核武器或蓄意欺骗。然后让所有公司把各自的 test harness 应用到彼此模型上,由最聪明的人尽力判断模型是否会成为 bad actor。这可能是当前保障安全的最佳办法,而且应当立即开始。Speaker 9 追问其他实验室是否愿意参与。

Elon Musk

I think so.

TIMESTAMP_UNVERIFIEDJason Calacanis

Elon—

Elon Musk

Well, no, no. I mean, I haven't checked with everyone, but I think it would be the sort of thing that's hard to say no to.

中文

Elon 起初说他认为会愿意,随即澄清自己还没有逐一询问所有公司,但这种提议应该很难公开拒绝。

Speaker 9

Yeah.

And I think even with the China negotiation, in my view, what's good about it is that it's a relatively small, tangible thing that neither side loses anything by doing. It doesn't require a ton of trust, and I'm hearing alternative ideas like asking China for a pause, which they've already said they're not going to do. So it's going from the realm of things that could never happen to something that could actually be agreed on in relatively short order. It seems practical to me.

Elon Musk

Exactly. It's the only thing I can think of that we could probably get all parties, including China, to agree to. Because China's not going to agree to have some American regulator snooping around their AI companies.

中文

Speaker 9 认为,即使放在中美谈判中,这也是一项规模较小、具体可行、双方都不会因执行而损失什么的措施,也不需要高度互信。相比要求中国暂停 AI 发展——中国已经明确不会接受——相互测试从根本不可能的提议变成了短期内真有机会达成的协议。Elon 同意,并说这是他唯一能想到、可能让包括中国在内的各方接受的方案,因为中国不可能同意让美国监管者进入本国 AI 公司检查。

Speaker 9

Yeah, right.

TIMESTAMP_UNVERIFIEDDavid Sacks

Right.

Elon Musk

But I think advance notice and testing of the—you basically provide API access in advance of the model release. If any company sees that this AI is problematic, then the other AI companies can try to solve whatever is voiced as problematic. If they don't solve what's problematic, then the competitors can go public with the fact that they think this model that's being released—

TIMESTAMP_UNVERIFIEDSpeaker 9

Yeah.

中文

Elon 具体设想,模型发布前应提前通知,并向其他公司提供 API access 进行测试。若有公司发现模型存在问题,发布方可以先尝试修复;如果没有解决,竞争对手就可以公开指出即将发布的模型不安全。

TIMESTAMP_UNVERIFIEDElon Musk

—is unsafe. And as I say, if that model, after the competitors say that it's unsafe, subsequently does something bad, I think it would be extremely hard to live down. The egg-on-face level would be very, very high. And the legal liability would be enormous.

David Sacks

And, Elon, there's no reason these safety and security harnesses and this testing apparatus couldn't be open source, and people could actually apply it.

Speaker 9

Probably, yeah.

David Sacks

And you'd be able to see under the hood. Would you think this—

Elon Musk

It creates an incredible incentive for the labs to actually invest in safety because you protect yourself while trying to debunk other people's claims—

中文

Elon 说,如果竞争对手已经公开警告模型不安全,而它随后真的造成危害,发布方将承受极难挽回的声誉损失和巨额法律责任。Sacks 提出,安全与 security harness 及测试工具完全可以 open source,让公众也能使用并看到内部机制。Elon 认为这会形成强大激励:各实验室为了保护自己、同时反驳别人的安全主张,会真正投入更多资源做安全工作。

TIMESTAMP_UNVERIFIEDSpeaker 9

Wow.

Elon Musk

—which also reinforces—

TIMESTAMP_UNVERIFIEDSpeaker 9

Right.

TIMESTAMP_UNVERIFIEDElon Musk

—it’s a great incentive, actually.

TIMESTAMP_UNVERIFIEDDavid Sacks

Yeah, and it has the R rating on it.

TIMESTAMP_UNVERIFIEDElon Musk

It's a very clever incentive.

Speaker 9

The product liability point is really key.

TIMESTAMP_UNVERIFIEDElon Musk

Yeah.

中文

众人认同这种机制会形成很巧妙、很强的激励,也提到可以像电影分级那样给模型标上“R 级”。Speaker 9 强调,其中产品责任这一点尤其关键。

Speaker 9

Lena Khan actually had a good post, I think it was yesterday, saying that it's not true that we don't have rules and regulations for AI. Actually, we do. Product liability laws apply, and if an AI company releases a product that's not safe, there is massive opportunity for both civil and even potentially criminal lawsuits.

TIMESTAMP_UNVERIFIEDElon Musk

Right.

Speaker 9

So it's not true that we don't have rules and regulations around AI. And what you're saying, Elon, is that if the companies are doing this test, the peer review, and then one of the companies ignores the feedback and releases it, that would be very—

Elon Musk

The liability in the case would be enormous.

中文

Speaker 9 提到 Lina Khan 前一天的一篇好文章:认为 AI 没有现成法律法规并不准确,产品责任法本来就适用;AI 公司若发布不安全产品,可能面临巨额民事诉讼,甚至刑事诉讼。如果企业做过测试和 peer review,却无视反馈仍然发布模型,Elon 说其责任会极其巨大。

Speaker 9

Yes. Yes. It would be almost like prima facie evidence that they had been negligent on their part.

David Sacks

It would be a Big Tobacco-level settlement. I mean—

TIMESTAMP_UNVERIFIEDSpeaker 9

Yeah, yeah.

David Sacks

You knowingly put this out here.

Elon Musk

It wouldn't look good to the jury.

中文

Speaker 9 说这几乎会成为公司存在过失的表面证据。Sacks 将潜在和解规模比作 Big Tobacco,因为公司明知风险仍把产品推向市场;Elon 说这种事实摆到陪审团面前会非常不利。

David Sacks

Yes. And if they had—do you think if OpenAI had built a better instruction set when they did this Hugging Face penetration test and had more humans in the loop, this would have happened? Because it did seem to me that they kind of set this thing off—

Elon Musk

Maybe not more humans, but the reward function design. You have to look at the reward function and say, “It achieved what it was trying to achieve.”

David Sacks

Yeah. So maybe you could speak to that. They were using thousands of agents to try to hack stuff—

TIMESTAMP_UNVERIFIEDElon Musk

Yeah.

中文

Sacks 问,如果 OpenAI 在 Hugging Face 渗透测试中设计了更好的指令集、让更多人参与监督,事件是否还会发生。Elon 认为关键未必是增加人类,而在 reward function 的设计:从结果看,系统其实成功实现了奖励函数要求它做的事。Sacks 接着提到他们动用了数千个 agents 去尝试攻击。

David Sacks

It would've been nice to see them also say at the same time, concurrently, “We're also going to put 5,000 agents out to defend these sites. And we're going to show the world, ‘Hey, this can make things more secure, and we can put humans in the loop on it and intervene.’” It felt like a reckless test to me, and it felt like the way they released it was a little bit reckless, but that's just my opinion. What are your thoughts on how they—

TIMESTAMP_UNVERIFIEDElon Musk

Yeah, I—

David Sacks

—set that test up?

中文

Sacks 认为更稳妥的做法,是同时部署 5,000 个 agents 防守这些网站,向公众展示 AI 也能提高安全性,并让人类介入和干预。在他看来,这项测试本身和发布方式都有些鲁莽,因此请 Elon 评价他们的测试设计。

Elon Musk

It was somewhat reckless. I mean, part of the issue is that you've got the 2 leading labs, or AI companies, as I call them. I find the lab term to be funny since they're actually for-profit corporations. But the 2 leading AI companies are Anthropic and OpenAI, and their models are quite close in capability. So it's actually difficult for either one to slow down without essentially handing the lead to the other.

On balance, I think Anthropic puts more care into their safety than OpenAI. But even Anthropic acknowledges that they are worried about their models. Many people from Anthropic have publicly voiced concern about it, basically saying that their models are scaring them, that they're getting scary smart. There's no perfect solution here.

中文

Elon 也认为测试有些鲁莽,但问题在于 Anthropic 与 OpenAI 这两家领先 AI 公司能力非常接近,任何一家主动放慢,都等于把领先位置让给另一家。他总体认为 Anthropic 在安全上比 OpenAI 更谨慎,但 Anthropic 自己也承认担忧其模型,许多员工公开表示模型聪明得开始令人害怕。因此这里不存在完美解法。

TIMESTAMP_UNVERIFIEDDavid Sacks

Yeah.

Elon Musk

But it would be a better solution if, instead of OpenAI running their test harness on their own models, Anthropic was also running the test harness on OpenAI models, and SpaceX was running its test harness, and Google and Meta were doing that, and maybe 3 or 4 of the leading Chinese companies were all doing it. The odds that you will find issues are dramatically greater because the models are also somewhat heterogeneous. They're different, so you're going to come at models from different angles.

TIMESTAMP_UNVERIFIEDDavid Sacks

Mm.

Elon Musk

Yeah, I mean, there's a reason. Why do writers have someone else proofread their book? Because it's hard to see your own mistakes sometimes.

中文

Elon 说更好的方案是:除了 OpenAI 自测,还让 Anthropic、SpaceX、Google、Meta 以及三四家领先的中国公司都用各自的 test harness 测试这些模型。因为模型和测试方法具有异质性,各方会从不同角度切入,发现问题的概率会大幅提高。这就像作家需要别人校对书稿,因为人很难看见自己的错误。

Speaker 3

Yes.

TIMESTAMP_UNVERIFIEDSpeaker 8

Yes.

TIMESTAMP_UNVERIFIEDSpeaker 3

Yeah.

Speaker 8

You become blind to them fast.

Speaker 3

You dramatically minimize the risk of overfitting as well if you have 8 heterogeneous groups with completely different points of view. This is the problem with all these evals right now: They're so massively overfit. The models overfit them, and you're just like, “Yeah, this is a great model.” Is it really? And you just find—

中文

大家认同人会很快对自己的错误视而不见。Speaker 3 补充说,如果有八个观点完全不同的异质团队参与,还能显著降低 overfitting 风险。当前许多 eval 都被严重过拟合,模型在指标上看起来很强,却未必真的优秀。

Elon Musk

Totally.

I saw—I mean, there are some pretty funny jokes on X. One of them I saw was, “Your girlfriend’s a 10, but she’s a benchmark maxer.”

Jason Calacanis

Exactly.

Elon Musk

Is she really a 10? Is she really a 10?

Jason Calacanis

Might be a pass. Pass.

中文

Elon 完全同意,并引用 X 上的一个笑话:“你的女朋友是 10 分,但她是 benchmark maxer。”也就是说,基准得分满分未必等于真实表现真有 10 分;Jason 开玩笑说这种情况也许应该直接放弃。

Gwynne Shotwell

Yeah.

TIMESTAMP_UNVERIFIEDJason Calacanis

Right.

Gwynne Shotwell

No, but the overfitting thing has been a problem now for, I think, at least 2 or 3 generations of model families, and so this is another reason. I like this solution a lot. I like this more than the transnational gulag organization—

TIMESTAMP_UNVERIFIEDJason Calacanis

Well, we can do it—

TIMESTAMP_UNVERIFIEDGwynne Shotwell

—approach.

Jason Calacanis

—in a few weeks without some grandiose—

TIMESTAMP_UNVERIFIEDGwynne Shotwell

Exactly.

中文

Gwynne 说 overfitting 至少已经困扰两三代模型家族,因此这又增加了相互测试方案的吸引力。她喜欢这种办法,胜过建立某种跨国“古拉格式”组织;Jason 说这套机制几周内就能开始,无需宏大的国际架构。

Jason Calacanis

—international... We don’t need to convene the United Nations to make this happen.

Gwynne Shotwell

Yeah. No, it’s just a decision. It could happen right now.

TIMESTAMP_UNVERIFIEDJason Calacanis

Practical.

Gwynne Shotwell

All right.

Elon Musk

Well, you can always escalate the amount of regulatory oversight, but it is very difficult to reduce it.

中文

Jason 说根本不必召集联合国就能执行。Gwynne 认为这只是一个可以立刻作出的决定,非常实际。Elon 则提醒,监管力度总能继续增加,但一旦建立后往往很难再减少。

TIMESTAMP_UNVERIFIEDGwynne Shotwell

Exactly.

Elon Musk

It does tend to be very much a one-way ratchet in terms of increasing regulations.

Gwynne Shotwell

Yeah.

Elon Musk

So what I’m suggesting here is it’s a step in the right direction, and it’s something we do quickly. I think it’s probably something that China would agree to.

Jason Calacanis

Yeah.

TIMESTAMP_UNVERIFIEDElon Musk

—

Jason Calacanis

And if you guys don’t regulate yourselves, then—

中文

Elon 说监管通常像只能向一个方向收紧的棘轮。他提出的相互测试至少是朝正确方向迈出的一步,能够迅速实施,而且中国很可能愿意接受。Jason 接着指出,如果行业不主动自我约束,外部监管迟早会到来。

TIMESTAMP_UNVERIFIEDGwynne Shotwell

Yes.

Jason Calacanis

—you’re going to get regulated. The MPAA metaphor—

TIMESTAMP_UNVERIFIEDElon Musk

Yes.

Jason Calacanis

—or analogy is incredibly crisp, because the movie industry was faced with censorship and regulation—

TIMESTAMP_UNVERIFIEDElon Musk

Right.

Jason Calacanis

—by the government, and they just decided this is what an R is. They literally created PG-13 for The Temple of Doom just to make it easy for people to understand PG versus PG-13. I think it’s an elegant solution, and we appreciate you joining us for the 5th year in a row.

中文

Jason 认为 MPAA 的类比非常清晰:电影行业当年面临政府审查与监管,于是主动建立分级,甚至为《魔宫传奇》创造了 PG-13,让公众容易理解 PG 与 PG-13 的区别。他认为这是优雅的解决方案,并感谢 Elon 连续第五年来参加节目。

Elon Musk

You’re welcome.

Jason Calacanis

Elon Musk.

TIMESTAMP_UNVERIFIEDElon Musk

—

Jason Calacanis

And then we gotta get to a meeting.

Gwynne Shotwell

Yeah.

Elon Musk

I gotta go fix some GPUs here in Memphis.

Jason Calacanis

Yeah, you gotta rack and stack ’em? You gotta join the group and rack and stack?

中文

Elon 向大家致意并准备离开,Jason 也说他们得赶去开会。Elon 表示自己要回到 Memphis 修 GPU,Jason 开玩笑问他是不是要亲自和团队一起安装、堆叠设备。

TIMESTAMP_UNVERIFIEDElon Musk

Yeah. I’m gonna rage for the machine.

Jason Calacanis

Rage for the machine.

Gwynne Shotwell

Yeah.

TIMESTAMP_UNVERIFIEDJason Calacanis

Yeah. Well, enjoy your Airstream. The first time Elon invited me down to—

TIMESTAMP_UNVERIFIEDGwynne Shotwell

Starbase.

中文

Elon 用“rage for the machine”开玩笑回应。Jason 祝他在 Airstream 里住得愉快,并开始回忆 Elon 第一次邀请自己去 Starbase 的经历。

Jason Calacanis

—Starbase, he’s like, “Come down, you gotta see what I’m building.” I said, “Okay, yeah, I’ll come down.” He’s like, “Yeah.” I was like, “Well, is there a hotel?” He goes, “No, no, I got, like, a 2-bedroom, whatever. Come down and stay.” I come down, and this is the dilapidated house on a swamp, and we’re outside—

TIMESTAMP_UNVERIFIEDElon Musk

Yes.

中文

Jason 回忆 Elon 当时让他来看看正在建造的东西。他问附近有没有酒店,Elon 说没有,但有一间两居室可以住。Jason 到场后才发现,那是一栋建在沼泽旁、已经很破旧的房子。

Jason Calacanis

—and we’re getting eaten alive by mosquitoes. And I said, “Oh my God, you can afford to get a house.” And he’s like, “Yeah, I don’t have time. I need to get these rockets up.”

Gwynne Shotwell

I thought what you said was, “Oh my God, you live like I do.”

中文

Jason 说他们在屋外被蚊子咬得很惨,他忍不住告诉 Elon,以他的财力完全可以买一栋好房子。Elon 回答自己没时间,只想赶紧把火箭发射起来。Gwynne 则打趣说,Jason 当时大概是在感叹 Elon 的生活方式和自己一样。

Jason Calacanis

Yeah, exactly. It was pretty sparse conditions. I was like, “You know what? I think you could treat yourself to a mobile home at this point, Elon.”

TIMESTAMP_UNVERIFIEDElon Musk

Yes.

Jason Calacanis

All right, get back to work.

Gwynne Shotwell

Thanks, Elon.

Jason Calacanis

Elon, thank you.

中文

Jason 承认条件确实很简陋,还开玩笑说 Elon 至少可以奖励自己一辆房车。随后大家请 Elon 回去继续工作,并向他道谢。

TIMESTAMP_UNVERIFIEDElon Musk

It’s really nice.

Jason Calacanis

Gwyn, thank you very much.

TIMESTAMP_UNVERIFIEDGwynne Shotwell

Yeah, of course.

Elon Musk

Thank you.

TIMESTAMP_UNVERIFIEDGwynne Shotwell

Gwyn, thank you.

Elon Musk

Thanks, guys.

TIMESTAMP_UNVERIFIEDGwynne Shotwell

Thank you so much.

TIMESTAMP_UNVERIFIEDElon Musk

Great.

中文

访谈进入告别环节,Jason 感谢 Gwynne,Elon 和 Gwynne 也与现场众人互相致谢。

Gwynne Shotwell

Thanks for sticking around.

Jason Calacanis

All right.

Elon Musk

That was great. Thank you.

Jason Calacanis

Yeah. Gwyn, thank you again. Very nice to meet you. Thank you.

中文

Gwynne 感谢大家一直留到最后。Elon 说这次交流很棒,Jason 再次感谢 Gwynne,并表示很高兴认识她,整期访谈就此结束。

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