back to indexEp5. Stock Comp, AI Cold War, Valuations for LLM | BG2 with Bill Gurley, Brad Gerstner, & Bob Mylod
Chapters
0:0 Intro
2:7 Bob Mylod | Stock-Based Compensation
58:3 Apple's Potential Partnership with Google on AI
64:0 Tiktok The Future of TikTok in the US
72:34 Microsoft's Acquisition of Inflection
78:6 The Durability of LLM Business Models
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We even have a court criticizing Elon for taking an options package where he made no 00:00:06.220 |
money unless he saved the company from bankruptcy. 00:00:09.680 |
Meanwhile, the CEO of his arch rival, who created no shareholder value over a period 00:00:15.240 |
of five years, is making tens of millions of dollars a year in our shoes. 00:00:39.920 |
I mean, it's a, you know, I texted Lincoln yesterday when I was down there for the keynote 00:00:46.200 |
and he said, you know, I said, how'd your day go at school? 00:00:51.280 |
And I said, you know, I'm just watching the future. 00:00:56.600 |
He said, well, why is this any different than all the other computers in the world, right? 00:01:01.040 |
And I said, you know, like we've talked about before, we're going from this era where computers 00:01:09.840 |
And I said, you know, we're not far off from computers being able to reason and think and 00:01:15.240 |
being smarter than every human who's ever lived on the planet. 00:01:18.920 |
So it's, I mean, it's an exciting time, disruptive time. 00:01:22.520 |
We're going to talk about that more later in the show. 00:01:25.680 |
But we thought for episode five, we'd mix it up a little bit. 00:01:29.240 |
I mean, one of the things you and I talked about when we started the pod was not only 00:01:33.880 |
do we want to talk about the topics of the day, but we also wanted to do some deep dives 00:01:37.940 |
on topics that you and I have talked about over the years. 00:01:41.240 |
You know, I think about the topics that you've covered on Above the Crowd, whether it's network 00:01:47.780 |
And so, you know, one of those things we're going to talk about today. 00:01:52.040 |
After that, we're going to get into some of these Google Apple rumors. 00:01:55.460 |
We're going to talk a little bit more about the TikTok fallout, et cetera. 00:01:59.360 |
But one of the, we've been pretty passionate and talked a lot, argued a lot over the years 00:02:06.000 |
And it's so important to Silicon Valley because it's all about incentives and alignment. 00:02:11.240 |
It's such a special part of what makes this place great, but it also has been a source 00:02:16.440 |
of a lot of consternation from Warren Buffett down the line. 00:02:21.060 |
So we knew we wanted to talk about this, but in order to talk about it, we had to invite 00:02:27.480 |
Who may be, you know, the best expert on the topic. 00:02:32.100 |
The legendary CFO of Priceline, Bob Mylod, who's served on tons of VC boards. 00:02:39.140 |
And he's truly got, gets this from both the startup perspective and the public company 00:02:50.920 |
If any of my CEOs or CFOs are of the mindset, they want to get this right. 00:02:56.640 |
There's no one on the planet I'd rather, you know, introduce them to and have them talk 00:03:05.920 |
You know, we must have met around 2000 or 2001. 00:03:09.760 |
You were the CFO of the company from when I believe it was a billion dollar company 00:03:14.600 |
all the way to it being worth, you know, upwards of a hundred billion, certainly on the board 00:03:21.480 |
for that entire period of time, you're still on the board of booking and you know, it's 00:03:26.360 |
become extremely valuable in the public market. 00:03:29.120 |
There was a little bit of a, there was a big rollercoaster along that way, but that's generally 00:03:33.640 |
the and I wasn't CFO the entire time, but yes, that's the general math of it. 00:03:38.600 |
Bill, why don't you frame for us, why is this topic so important and importantly, a little 00:03:46.160 |
bit about how we got here with stock-based compensation? 00:03:52.120 |
And I think everyone in Silicon Valley knows that equity participation is part of the model, 00:04:00.160 |
And in general, when it was started, venture capitalists felt strongly that it created 00:04:06.040 |
You wanted managers and shareholders owning the same equity and having the same interest. 00:04:11.200 |
And if you create one of these monster outsize, you know, wins, everyone's a winner. 00:04:19.440 |
And I think it's been since certainly since I got here, but way before I got to Silicon 00:04:22.640 |
Valley, I think it's been a part of what people do. 00:04:27.360 |
In the late 90s, you know, we went through the dot-com boom and bust. 00:04:32.420 |
And prior to that time, I think the primary vehicle that was used to incent executives 00:04:40.540 |
and employees were stock options, employee stock options. 00:04:44.120 |
And they would be priced at the current price of the company. 00:04:48.320 |
And you know, while a company's private, you had this, you know, evolving argument of how 00:04:53.780 |
you value the options prior to being public, they were typically a discount to the preferred. 00:04:59.520 |
Likpref and things could make that argument stand. 00:05:03.960 |
Anyway, coming out of 1999, you know, you had a bunch of companies boom bust. 00:05:09.840 |
You had a bunch of companies go out of business that people said were never a business. 00:05:14.520 |
And you had a lot of skepticism coming in from, you know, people like writers for the 00:05:20.160 |
Wall Street Journal, but even ISS, Institutional Shareholder Services. 00:05:24.760 |
You may want to tell people quickly what ISS is. 00:05:28.080 |
I mean, you know, ISS is basically, you know, a body that helps advise owners, shareholders 00:05:36.680 |
of public companies on how to vote on a variety of topics, including compensation, quite controversial. 00:05:48.800 |
And people also were upset about repricing, backdating. 00:05:52.840 |
You know, there were options that were backdated and then re-granting. 00:05:56.160 |
So the stocks collapsed and then they just issued new options. 00:06:01.720 |
And people begin to argue that options created too much risk. 00:06:06.680 |
And so there was this idea, you know, that maybe we needed a different instrument. 00:06:11.920 |
Along that same time, a very large investor in a very prominent internet company was worried 00:06:19.420 |
He was worried about the dilution from options. 00:06:21.680 |
And for those that want to just use a rough framework, you know, when a startup would 00:06:26.000 |
get started in early years, you might have as much as, say, 10% dilution from options. 00:06:31.440 |
You might hire three executives during that year and it's a big grant. 00:06:35.200 |
But then as you move towards being public, people would typically, and these are very 00:06:39.680 |
gross rules of thumb, steer towards, you know, a 3% type dilution rate. 00:06:45.820 |
This particular investor in this very large public internet company felt that if they 00:06:50.500 |
moved to zero-based RSUs from options, and this gets into a technical detail around Black 00:06:57.120 |
Scholes, that, you know, there's an argument from Black Scholes that a single RSU is worth 00:07:05.440 |
So if you could switch from these options to an RSU, this investor thought dilution 00:07:10.600 |
might drop from, say, 4% to 1.2% or something like that. 00:07:18.460 |
And so that change happened at this one company, but then these zero-based RSUs became prevalent 00:07:27.240 |
So let's just pause there for a second because I think there's a potential we've lost half 00:07:31.080 |
of the audience because it's a very technical and detailed topic. 00:07:36.160 |
So if I just step back for a second, I want to invite you into the conversation, Bob. 00:07:40.480 |
The reason, obviously, we care in the case of this large internet company, they're granting 00:07:48.020 |
They want employees to be incented and aligned with them. 00:07:50.580 |
They may not have a lot of cash in order to pay cash, but you said something critical. 00:07:55.140 |
As they get toward the public market, right, there is—these things are obviously expensive 00:08:01.940 |
So folks who are going to buy it, Fidelity, Wellington, others in the public market, they 00:08:10.040 |
Bob, Bill's describing the world that existed about the time, right, that you guys were 00:08:19.700 |
So tell us a little bit about kind of your experience in those early years with options 00:08:25.700 |
and then kind of this transition that we struggle with to RSUs. 00:08:32.380 |
Yeah, I think Bill does a very good job of describing what the world looked like in venture 00:08:40.240 |
That's what I did for 10 years before I joined Priceline. 00:08:44.020 |
It was a very simple, straightforward model of investor makes investment at a certain 00:08:50.260 |
price per share and sets aside an option pool to be granted to management at the same price. 00:08:57.520 |
There wasn't some—there was no exercise of contorting oneself into figuring out how 00:09:06.120 |
It was just simply as investors reap rewards from the outcome of the company growing, employees 00:09:19.400 |
So by the way, I became kind of battlefield promoted during the dot-com bust. 00:09:24.400 |
So I became CFO of Priceline in the fall of 2000 and this was—Brad, as you mentioned, 00:09:32.600 |
I joined the company just after it was founded, less than a year or almost exactly on the 00:09:39.880 |
one year anniversary of the founding, the company went public. 00:09:45.720 |
A few months after that, we had a market value of about $35 billion. 00:09:50.440 |
We were a tiny little company but this was the absolute heyday of the dot-com bubble 00:09:57.520 |
and then the dot-com bubble burst and essentially our stock went to zero. 00:10:03.000 |
If you go back and look at the stock price run of Priceline, we were all the way down 00:10:07.480 |
to $5 a share which is a post-reverse split adjusted value. 00:10:13.720 |
I became CFO at that point and I wasn't too much worried about stock, stock options. 00:10:21.720 |
Our stock had just plummeted so much that all of the stock options that were sitting 00:10:26.280 |
in the hands of whether it was myself or every single employee, they were under water. 00:10:31.280 |
So the only possible way for us to compensate people at that point was in cash which really 00:10:39.200 |
sowed the seeds for some of the ultimate successes. 00:10:42.640 |
When you start to think of your business in the form of you're paying people based upon 00:10:47.160 |
the cash that you have in your bank and you have no more ability to raise money, it's 00:10:51.880 |
very, very clarifying about what you can afford to pay people. 00:10:57.840 |
That was the model that we operated for a couple of years, operating Priceline and then 00:11:03.000 |
what I will define as one of the great unintended consequences of an accounting change occurred 00:11:11.320 |
right around the 2002 to 2004 timeframe and there were two things. 00:11:16.280 |
First, there was the adoption of Sarbanes-Oxley where people like me and Jeff Boyd are – this 00:11:21.840 |
CEO, we had to sign our names on the financial statements under penalty of criminal prosecution 00:11:29.520 |
and there was the adoption of FAS 123 which required that historically, any granting of 00:11:36.940 |
stock options to employees did not come with a charge. 00:11:40.600 |
The theory historically was it's hard to value the stock options because they really only 00:11:45.980 |
have value if a stock goes up and therefore, we won't try and do that even though there 00:11:52.320 |
is such a thing as a Black-Scholes model and the things do have value. 00:11:56.400 |
Historically, a stock option granted resulted in no charge. 00:12:02.320 |
The SEC and the FASB were trying to get to a place where companies had to recognize that 00:12:09.560 |
granting of a stock option did represent the transfer of economic value from the employer 00:12:17.960 |
to the employee and that needed to be accounted for. 00:12:20.520 |
So FAS 123 came along and every public company had to expense the granting of a stock option. 00:12:28.620 |
Well, as you can imagine for somebody like me with a hugely volatile – being the CFO 00:12:34.720 |
of a company with a hugely volatile stock and I'm a University of Chicago grad and 00:12:41.880 |
I studied the Black-Scholes model and had a very clear understanding that there is a 00:12:47.160 |
lot of inputs into the calculation of a Black-Scholes calculation that there's some subjectivity 00:12:54.600 |
to it and that made CFOs like me very uncomfortable as to signing your name to financial statements 00:13:06.760 |
Not to mention the fact obviously that when we're sitting down talking to employees 00:13:11.900 |
about their compensation and you say to them, "Hey, here is your stock option and by the 00:13:17.120 |
way, Fisher Black and Myron Scholes says it's worth – they say it's worth $100,000," 00:13:25.920 |
and you're looking at it and saying, "Well, the stock is trading for $20 a share and you're 00:13:35.080 |
In fact, it is Bob, unless the stock goes up in value. 00:13:40.780 |
But the reason it has some intrinsic value according to Black-Scholes is they look at 00:13:45.120 |
the volatility and other measures related to the stock and it's effectively a probability 00:13:49.560 |
weighted estimation of what this thing is worth today, right? 00:13:58.520 |
I believe – and Bob could correct me because I didn't go to the University of Chicago. 00:14:01.880 |
But I believe Black-Scholes was backed into by looking at – you can create it once synthetically 00:14:07.440 |
with the short and a call option and these kind of things and – 00:14:25.800 |
Again, which is why for the dawn of the venture capital era, stock options were granted and 00:14:33.200 |
they did have value and they created huge value. 00:14:36.480 |
But again, only in the event that value was created for shareholders. 00:14:42.160 |
As the 2000s moved along, there were more and more companies – and by the way, this 00:14:48.600 |
We moved away from stock option grants to RSU grants. 00:14:54.120 |
And let's just explain again to folks what some of these things are. 00:15:02.200 |
It says the strike price is $20 that you referenced. 00:15:09.720 |
According to Black-Scholes, that would have some intrinsic value today. 00:15:13.280 |
You would have to recognize and expense that over time. 00:15:15.680 |
But for me as the employee, I'm just looking at this and saying this is only going to be 00:15:20.040 |
valuable to me if this stock goes up over time. 00:15:22.680 |
In fact, if I quit the company three years later and it's still at $20 a share, then 00:15:29.880 |
The move to RSU's restricted stock units means that I'm going to own a security and zero 00:15:38.600 |
I'm going to own – this is just like get somebody handing you a share of stock and 00:15:44.000 |
when I leave three years later, whatever I vested in that share of stock, I can cash 00:15:48.840 |
that out and I can walk away with that cash value. 00:15:52.060 |
So it works very differently from an incentive and alignment perspective than options were 00:16:04.120 |
So if you give one share of a restricted stock unit at a value of 20, then the recipient 00:16:13.400 |
Now, if the stock happens to go down by 50 percent, the employee still has $10 of value, 00:16:21.680 |
whereas in the case of the stock option, if it goes down one percent, let alone 50, it 00:16:27.560 |
Here's where we get into questions of alignment with shareholders because you could theoretically 00:16:36.000 |
have a management team that leads a company over a year to a 20 percent decline and pick 00:16:43.240 |
up 80 percent of the value of their equity award, whereas shareholders are down 20. 00:16:50.020 |
You as a large public owner of shares, you would be down 20 and management gets 80 percent 00:16:55.460 |
Trevor Burrus So Bob, why did you go from options to RSUs? 00:16:58.060 |
Bob Gourley Well, again, I will just say that before 00:17:00.460 |
the adoption of FAS 123, if you were to grant an RSU, the full cost of that RSU would have 00:17:10.640 |
to be expensed in the P&L, in the income statement of a public company. 00:17:14.180 |
Trevor Burrus So treat it like cash, same as cash. 00:17:16.580 |
Bob Gourley It was treated as cash and – by the way, 00:17:19.740 |
there were some companies that did it, but there was – it was very clearly understood 00:17:24.500 |
by all people that that was essentially no different than cash. 00:17:30.180 |
It would be no different than issuing a share of stock to the public for $20 and then turning 00:17:37.740 |
around and taking that $20 and handing it to the employee. 00:17:43.900 |
It was just when the stock option also got expensed that issuers looked at that and said, 00:17:51.060 |
Well, if I now have to expense stock options and I always had to expense RSUs, I might 00:17:59.980 |
It was at this time also that companies got into the practice of adding up all the charges 00:18:07.020 |
related to this stock-based compensation and proforming the effects of those out of the 00:18:13.180 |
income statement so that they could effectively compare current results to what the results 00:18:18.460 |
would have looked like before FAS 123 was adopted. 00:18:24.580 |
So you shifted from stock options, which as a shareholder, I like because nobody makes 00:18:33.180 |
money unless I make money, to RSUs where people made money even if I lost, right? 00:18:42.060 |
And then because that was all now in the P&L, you had to expense that like cash, which Warren 00:18:49.020 |
Buffett and many others had been pushing for since '97, '98. 00:18:54.140 |
But in order to get around that, everybody started adjusting what they – their earnings, 00:19:02.060 |
They started adjusting the stock-based compensation expense out of EBITDA, OK? 00:19:13.100 |
Warren Buffett I don't know that I started it. 00:19:21.340 |
But the reason that we did the proforming wasn't because we didn't view that every 00:19:27.220 |
single dollar of RSUs that we were handing out had real, very significant value. 00:19:33.620 |
It was more that we were going through this transition period where some of the compensation 00:19:38.000 |
we had handed out historically were stock options and now we were moving to a world 00:19:47.100 |
So there was a multiyear period where some of the stock-based compensation was option-based. 00:19:52.260 |
Some of the stock-based compensation was RSU-based. 00:19:55.480 |
So that would have created even more confusion around how to think about core earnings. 00:20:04.160 |
So we did proforma them and obviously almost all companies proforma them. 00:20:12.720 |
I think the big difference is that we, as a company, we always viewed one dollar of 00:20:24.600 |
In fact, if you really are bullish on your company, which we were, we viewed that a dollar 00:20:30.160 |
of RSUs was actually worth more than a dollar because we certainly had a view hopefully 00:20:34.360 |
that if we did our jobs, that the stock was going to go up. 00:20:37.560 |
So it was our most valuable form of currency that we used to pay employees and we certainly 00:20:48.680 |
We never – it never occurred to us that it shouldn't count or that it didn't count 00:20:56.560 |
and we always looked at it in terms of the dollars associated with employee compensation, 00:21:03.400 |
We never looked at it in terms of what dilution – what do these share grants represent as 00:21:09.480 |
a percentage of the total outstanding shares or "dilution"? 00:21:15.700 |
I assure you, as somebody who sat across the table paying people their compensation, I 00:21:23.800 |
wouldn't sit across the table at year end and say, "Congratulations, we've had a 00:21:29.020 |
Your salary is X and your bonus is Y and we're giving you a stock grant of percentage points 00:21:39.880 |
Percentage points of dilution do not show up in a W2. 00:21:44.860 |
Percentage points of dilution are not what you pay taxes on. 00:21:50.840 |
People on the other side of the table are looking at dollars. 00:21:54.580 |
So we always looked at dollars and I think where some other companies have strayed is 00:22:01.760 |
they've forgotten that those dollars are dollars. 00:22:04.480 |
For a tech company, oftentimes stock-based compensation happens to be the single largest 00:22:12.860 |
expense component of a tech company and yet somehow, inexplicably, even though it's 00:22:22.200 |
the largest single expense component of that company, it is not considered to be even an 00:22:28.240 |
expense in some companies and in some boardrooms. 00:22:33.080 |
The result of that is that you've seen runaway stock-based compensation on an almost 00:22:40.560 |
uninterrupted basis for the better part of 10 to 15 years. 00:22:45.440 |
As this happened, exactly what Bob talked about, and as it became way more prevalent, 00:22:51.520 |
we were entering that ZERP period and so there was spend at all costs. 00:22:56.320 |
There wasn't a lot of attention to profitability or even kind of paying attention on the expense 00:23:05.720 |
Coming out of the ZERP window, people like yourselves are finally raising their hand, 00:23:10.680 |
I'm not blaming this on you, and saying, "Hey, wait a minute. 00:23:15.920 |
Not only is there a non-alignment problem, but these numbers are massive and this drumbeat 00:23:25.000 |
If we boil it way down, because I think we all have benefited from the magic of stock 00:23:31.400 |
options as incentive and alignment for all the value creation that's occurred in Silicon 00:23:36.760 |
Valley over the course of the last 20 years, I think what we're trying to point to and 00:23:41.400 |
I want to drive toward is kind of what are those best practices if you're a founder, 00:23:45.720 |
if you're on the comp committee on a board, if you're an investor. 00:23:51.000 |
To me, when you pro forma something out, when you stop treating it like cash, it leads to 00:23:59.480 |
a misallocation of resources because you're effectively saying this doesn't exist. 00:24:06.900 |
What happens when the cost of something disappears? 00:24:11.440 |
Let me give you a very specific example that I heard the other day. 00:24:16.200 |
Take for example the recent competition for AI engineers in places like OpenAI and Google 00:24:22.800 |
because venture-backed private companies have to compete in an ecosystem against public 00:24:31.080 |
There are rumors that lead engineers are offered millions of dollars a year. 00:24:36.120 |
But instead of cash, for example, Google's offering $500,000 in cash plus a million and 00:24:43.560 |
a half dollars in RSUs vesting monthly to these engineers. 00:24:51.580 |
Every single month, those RSUs are immediately available for sale. 00:24:56.160 |
And then as a shareholder, you have to ask the question, how much of this expense hits 00:25:04.040 |
If you're adjusting out the cost of those RSUs, then you're pretending that the cost 00:25:15.120 |
That to me is what leads to this spiral in inflation. 00:25:19.440 |
Now, you saw this in the early 2000s and you said when you had to treat it as cash, you 00:25:26.600 |
got a lot more sober about what everybody was paid. 00:25:29.280 |
Now the difference in that period of time is the whole world deflated. 00:25:36.120 |
But today, we have public companies that are pro-forming this out. 00:25:40.360 |
They're still spending a lot on these engineers. 00:25:44.000 |
For me, the problem with this is when we – it leads to excess in the public markets which 00:25:50.400 |
then misallocates resources away from startups and I think leads to less innovation. 00:25:56.760 |
It's – we're now – whatever, we're 20 years since the adoption of FAS 123. 00:26:05.080 |
I especially thought when Zerp disappeared that people were going to wake up and say, 00:26:10.480 |
you know, we're actually not counting profits correctly here. 00:26:17.000 |
These tech companies are far less profitable than we actually think they are. 00:26:21.840 |
I've been on – I've been involved in so many companies now as a venture investor 00:26:26.960 |
I've sat on multiple compensation committees of both private and public companies and Brad, 00:26:32.520 |
exactly to your point, I can't tell you the number of conversations I've had with 00:26:37.640 |
the leadership of a company who – I can think of a specific conversation where CEO 00:26:44.080 |
called me and said, "I'm trying to hire this really talented software engineer. 00:26:50.440 |
But that person wants $400,000 annual salary which really screws up our compensation here 00:26:58.040 |
because that will have that person making $100,000 more per year than anybody else at 00:27:18.360 |
I'm sitting here like, "Wait, I just got a phone call from somebody worrying about 00:27:24.600 |
Of course, the CEO should worry about the $100,000 salary because if he's playing 00:27:31.160 |
the game where that is the number that counts and the other one doesn't, then they're 00:27:38.700 |
Of course, I'm looking at it going, "No, you really want to focus on the $10 million." 00:27:44.440 |
It seems to me, just back to why I care so much, obviously, when I think about companies 00:27:53.200 |
getting fit, companies dealing with the post-SERP hangover where we had excess hiring, excess 00:28:02.360 |
pay, they got out of shape, let's make it very concrete. 00:28:07.280 |
If a company has $20 a share in earnings but has 10% dilution every year, then my claim 00:28:17.800 |
on that earnings as a shareholder is going down. 00:28:22.520 |
If they produce $20 in earnings with no dilution, they're not issuing stock at all. 00:28:28.520 |
They're paying it all in cash, then I have a claim on that $20 in earnings. 00:28:33.720 |
I think the same thing in venture-backed companies. 00:28:35.840 |
I think what some people find as shocking is they get to the end of the journey, Bob. 00:28:42.080 |
They start off owning – you're a Series A investor, a Series B investor in a company. 00:28:47.160 |
You think you own a certain percentage of the company. 00:28:50.920 |
But if you're not paying attention to that 10 million share grant, by the end of the 00:28:55.400 |
time, like your ownership claim – by the way, founders should care because their ownership 00:29:03.320 |
But unfortunately, they've had to compete in this arms race where the public companies 00:29:16.000 |
I don't want to be seen as this investor type that's saying, "Oh, the owner should 00:29:22.760 |
You're out there competing for employees and talent every day, and the price has gone 00:29:27.200 |
up, and you are competing with large companies. 00:29:31.680 |
Big companies have an advantage from my point of view. 00:29:34.320 |
Microsoft's SBC is $2.8 billion a quarter, so that's over $11 billion a year. 00:29:40.840 |
And this morning, we woke up and read about them taking some employees from a hot AI company 00:29:46.480 |
And when you're handing out $11 billion a year in RSUs, you've got a lot to play 00:29:52.920 |
Now, that $11.2 billion happens to only be 10% of free cash flow and 35 basis points 00:30:01.920 |
It's one-third of one percent because they're worth, what, $3 trillion? 00:30:06.520 |
You can't be a big company unless you sort of – in my opinion, unless you establish 00:30:10.720 |
much better hygiene when you're the smaller company or even before you're a public company. 00:30:15.480 |
And I want to be very clear, like booking holdings – I'm chair of the board of booking 00:30:23.840 |
And I want to be clear, like I view that our employees – I know that our employees have 00:30:32.960 |
been very, very generously rewarded over a multi-decade period, partly because we live 00:30:41.040 |
in a competitive marketplace and we have to make competitive stock grants. 00:30:44.960 |
But the biggest reason is because our stock has appreciated over that period so rapidly. 00:30:59.880 |
That is the appreciation that has driven returns for not only the employees, but driven returns 00:31:10.920 |
And at least from our perspective, our culture has been, hey, the way to get rich, the way 00:31:17.840 |
to make a lot of money is for – to create huge shareholder value. 00:31:24.160 |
And the senior management and the board of directors along the way is going to try to 00:31:28.480 |
put our thumb on the scale in the form of smartly using our capital to further reward 00:31:39.080 |
If you look at the top – certainly the NASDAQ 100 companies, but absolutely tech 00:31:44.600 |
companies below that market cap, what you will generally see is a year-over-year increase 00:31:52.400 |
in share count, literally the expansion of the number of slices of pie because of these 00:32:03.800 |
You will see some companies that do share buybacks and they will literally state, "I'm 00:32:08.000 |
doing the share buyback to offset dilution associated with employee stock-based compensation," 00:32:16.000 |
and thereby doing that, taking a huge cash expense in the form of stock buybacks and 00:32:22.560 |
putting it below the line so that when people look at operating cash flow or free cash flow, 00:32:30.400 |
But yet below the line, there's all this money being spent just to buy back the stock 00:32:34.560 |
that employees are selling when their stock vests. 00:32:40.400 |
We have taken the view that we want to be very, very fair. 00:32:45.560 |
But again, back to the thumb on the scale, we take our excess cash flow or we have tried 00:32:50.780 |
to take our excess cash flow and buy our stock back. 00:32:54.120 |
So if you were to look at our share count, say 10 years ago, I think we probably had 00:33:04.760 |
Today we have 35 million shares outstanding, meaning that during the last 10 years, if 00:33:12.800 |
the value of our company, if the enterprise value has doubled, the share price has tripled. 00:33:20.720 |
The biggest beneficiaries of that are the people who have gotten the grants that we 00:33:27.240 |
So to me, creating that virtuous cycle where you really are counting that stock as an expense, 00:33:37.120 |
A long, long time ago, we adopted the practice of not pro-forming out the cost of stock-based 00:33:44.040 |
compensation because it's a very, very real cost. 00:33:48.400 |
We do reference cash flow and we do reference free cash flow. 00:33:54.400 |
But in our most recent proxy statement, we actually pointed out that the thing that we 00:33:58.400 |
really look at is how much of our free cash flow is being spent on stock-based compensation. 00:34:05.040 |
Maybe that's a segue, Brett, to what are the solutions to get this under control? 00:34:13.360 |
And certainly with all the companies that I'm involved with, I try to get everybody 00:34:16.300 |
to focus on the fact that a dollar of stock-based compensation is actually, not only should 00:34:22.280 |
it not be ignored, it's the most single valuable expense. 00:34:26.920 |
You had a chart and in the chart you compared booking holdings, and we'll show this, the 00:34:32.600 |
percentage of operating cash flow that various tech companies spent on stock-based comp. 00:34:40.680 |
And so again, I've been on comp committees on public companies. 00:34:45.080 |
So if I'm on the comp committee of a public company board, generally what I do at the 00:34:49.520 |
start of every year when I'm negotiating the options or the RSU packages for the employees, 00:34:59.520 |
And this comp consultant makes some recommendations to us based upon the peer groups that look 00:35:09.040 |
Not surprisingly, because everybody has adopted this practice, you know, it's a little bit 00:35:15.280 |
And so if, you know, if everybody's, you know, following a dumb comp practice, that is your 00:35:24.420 |
But tell us a little bit about this chart and, you know, if I'm, we're on a public company 00:35:30.000 |
comp board, and I'm going to, Bill, ask you the same thing as it relates to venture. 00:35:33.800 |
But if I'm on that public company comp board, what is my takeaway in terms of what the gold 00:35:39.580 |
What, is this the way that I should be measuring it? 00:35:41.960 |
Or should I be paying attention to Compensia and these other comp consultants that are 00:35:48.760 |
To me, the gold standard is to just count it. 00:35:51.200 |
Again, as I said, like you would never think of not counting expenses that are denominated 00:35:56.040 |
in euros if you were, if you had a European subsidiary. 00:36:04.160 |
I guess what I'm saying is, is like, it shouldn't be excluded to begin with. 00:36:09.200 |
So, one easy way of looking at the practices of various companies is to look at, okay, 00:36:16.240 |
what is the dollar value of stock-based compensation expressed as a percentage of OCF or FCF? 00:36:25.720 |
And by the way, it will shock you when you look at just how much of a company's free 00:36:33.760 |
cash flow goes directly back to stock-based compensation. 00:36:43.320 |
You know, I think on a chart of maybe 40 or 50 names, we have maybe 10 names that are 00:36:50.720 |
under 20 percent of their free cash flow as a percentage of stock-based compensation. 00:36:56.880 |
So it is – like the thing that jumps off the page at you is just for tech companies, 00:37:03.600 |
which is what we're here talking about, what we care about, it's a massive, if not the 00:37:11.760 |
And it's the one thing that way too many of them are not paying attention to. 00:37:15.880 |
I think to give some credit where credit is due, I do think some of the adjustments, for 00:37:21.000 |
example, that you've seen Meta make both in terms of headcount and now how they're talking 00:37:25.960 |
about SBC as a real expense, Uber is talking about SBC as a real expense. 00:37:31.240 |
Like there has – partly due to your leadership, partly due to this move to GetFit, people 00:37:37.640 |
are paying attention and are talking about it. 00:37:40.080 |
I think from our perspective, it's not that you should stop giving – using stock. 00:37:46.360 |
But to your point, you should discount the damn thing and treat it as cash and we should 00:37:50.880 |
have an honest conversation on an all-in basis what these various companies are earning. 00:37:57.360 |
Yeah, and look, let me talk – first of all, I do think shareholders are starting to care. 00:38:06.320 |
I think most of them oddly happen in one-on-one conversations and as was said earlier by Bob, 00:38:12.840 |
the industry seems to kind of accept this adjusted EBITDA thing. 00:38:20.400 |
It's in the earnings releases from the companies. 00:38:22.720 |
There are many companies who only talk about that on the earnings call and never talk about 00:38:28.360 |
So it is – but I think the shareholders are paying attention. 00:38:32.400 |
I think they're very unhappy with where things are. 00:38:37.720 |
You know, if you're in a boardroom where people are saying we should buy back the exact 00:38:42.680 |
number of shares to offset the SBC, this is going to sound like I'm really – but you're 00:38:49.840 |
dealing with financially ignorant people and they just don't understand and those same 00:38:56.040 |
people I think are being widely disrespectful to people in your practice, Brad, of owning 00:39:04.760 |
You're not that stupid to where you would say, "Oh, if you buy it back, then it never 00:39:13.880 |
You're taking my earnings that we could either use to invest in new projects, invest 00:39:22.240 |
Or just hand – give back by way of dividends and instead you're buying back the shares, 00:39:27.400 |
which effectively just acknowledges that this in fact was the cash that we said it was in 00:39:33.200 |
By the way, when the RSUs invest, they sell – so you're selling and buying at the 00:39:39.600 |
But anyway, I also agree with the comment that was made that I think management teams 00:39:45.520 |
treat cash – I thought that conversation about the hiring example you mentioned. 00:39:50.320 |
But management gets very concerned about spending a dollar of cash and they're – and many 00:39:55.520 |
of these companies, they almost don't care about spending the equity, which is a weird, 00:40:00.120 |
bizarre thing because they're actually the same thing in these cases. 00:40:03.400 |
Well, it's not weird and bizarre if at the end of the year, remember, a lot of their 00:40:11.960 |
So again, to Bob's point, if we adjust this out, then it gets back to Charlie Munger, 00:40:17.640 |
show me the incentives and I'll show you the behavior. 00:40:22.680 |
So having been in many public comp committees, here's what happens. 00:40:29.080 |
There's no one in that committee that's thinking about things from a shareholder alignment 00:40:35.400 |
They're all thinking about what are the common practices. 00:40:39.120 |
So you go hire a comp consultant and the comp consultant is going to tell you what your 00:40:45.280 |
In fact, you create a peer list, you study what the peers are doing and you build your 00:40:51.840 |
And if enough people choose the 75th percentile, then you move – what happens there? 00:40:58.800 |
But nowhere does anyone – I don't think the comp consultant or anyone stand up and 00:41:03.440 |
say, "Hey, is this a good program for the shareholders?" 00:41:07.240 |
And when I've tried to do that in the board meetings, I get pushback. 00:41:12.360 |
Ironic given that there's a fiduciary responsibility to the shareholders, but I agree with you. 00:41:20.960 |
Warren Buffett said, "I'd rather stick a viper down my shirt than hire a comp consultant." 00:41:25.840 |
And my big takeaway from that is the best and the brightest companies have to have the 00:41:31.800 |
courage to lead and go in their own direction and create a compensation program that is 00:41:37.800 |
unique to them and that is financially rigorous and understands these things. 00:41:46.640 |
So Netflix today has a remarkably unique compensation structure. 00:41:53.440 |
But today, if you're an employee, you get to choose either options or cash. 00:41:59.460 |
And there's a slider and you get to pick where you want to be on that slider. 00:42:05.480 |
And in a very recent comp committee consultant conversation, I said, "I'd rather use options." 00:42:17.840 |
But this gets back to the conversation you and I had last week, right? 00:42:21.280 |
We even have a court criticizing Elon for taking an options package where he made no 00:42:27.420 |
money unless he saved the company from bankruptcy. 00:42:31.000 |
Meanwhile, the CEO of his arch rival, who created no shareholder value over a period 00:42:36.440 |
of five years, is making tens of millions of dollars a year in RSUs. 00:42:40.760 |
And by the way, I'll say it again, I said it before, I would offer any CEO I work with 00:42:45.460 |
the Elon package and I'm certain none of them would take it. 00:42:50.460 |
And two, if Delaware doesn't get this right, they really need to understand that shareholder 00:42:55.520 |
alignment and executive compensation is a very, very important piece of making these 00:43:03.560 |
But I'll just – again, Bill, I'll agree with you that – because I've been on both 00:43:08.040 |
sides of it obviously when I was on the management side putting together these compensation plans 00:43:13.740 |
and presenting them to our compensation committee and to our compensation consultant. 00:43:19.880 |
And of course, as a director of many public companies and many comp committees, the dynamic 00:43:30.360 |
A company establishes its peer group and no board ever wants to think of their management 00:43:37.800 |
team as being anything other than above the mean. 00:43:42.560 |
And you have 100 percent of all those companies that are thinking of their management teams 00:43:45.960 |
as being above the mean, so you have this constantly upward pressure on these – on 00:43:54.320 |
It takes a mindset of like how do we as executives and how do we as leaders of the company want 00:44:04.600 |
And I think one of the – back to sort of what are solutions. 00:44:09.880 |
Consultants, comp committees, venture capitalists, even investors, they're very far too focused 00:44:24.080 |
Hey, this is a reasonable granting practice because it's only 2 percent or it's only 00:44:32.880 |
But really, all anyone is saying when they say that is they're making a commentary on 00:44:39.440 |
the valuation of the company because if I'm a company making a billion dollars of free 00:44:45.600 |
cash flow but I have a 100 billion dollar market cap, right, and I've got a 1 percent 00:44:54.360 |
dilution rate, well, I theoretically look like I'm managing the company well, it's 00:45:01.720 |
1 percent even though I just wiped out all my free cash flow. 00:45:06.320 |
You just have to focus on dollars, ignore dilution percentage and if you want, yeah, 00:45:13.640 |
you could look at stock based compensation expressed as a percentage of free cash flow. 00:45:19.320 |
But again, Brad, to your point on that slide, it's a shocking number. 00:45:24.560 |
The percentage of free cash flow that goes right back in to stock is a huge number and 00:45:31.680 |
when you do that over and over and over again, if it's 25, 30, 35 percent every single year 00:45:38.120 |
which that's kind of the math of it for many, many years. 00:45:42.560 |
The dilution is actually – if you dilute free cash flow by 30 to 35 percent every single 00:45:52.960 |
It's not a half of – it's not 50 basis points. 00:46:05.800 |
I go back to this Buffett interview he did on CNBC because this gets pretty esoteric. 00:46:26.720 |
But Buffett said this and we'll show this quote. 00:46:28.680 |
He said, "I think the best way to compensate people is with cash. 00:46:31.840 |
If you want to give them a bonus for exceptional performance, give them cash. 00:46:38.600 |
He said, "I don't believe in using stock options as a form of compensation. 00:46:42.120 |
I think it's just a way to get around paying out cash. 00:46:44.800 |
I think it's a way to sort of camouflage what's really going on." 00:46:48.560 |
Now, I disagree with Buffett on the idea of whether or not we should use options. 00:46:54.080 |
I actually think there's a tremendous amount of alignment and incentives that are created 00:47:01.400 |
But if you ask me, Bob, what do you think is the best thing if you're sitting on a comp 00:47:05.600 |
committee, the conversation that I would force is let's have a discussion about cash, right? 00:47:13.320 |
What is the value of what we're giving up, right, in order to achieve our objectives? 00:47:22.160 |
Because if not, then it obscures bad business models. 00:47:30.560 |
To me, it comes back to this question of getting fit. 00:47:38.200 |
If you're going to work out and you're not measuring your weight or your body fat or 00:47:48.360 |
To me, the measure of whether or not a company is really performing is the cash equivalent 00:47:56.200 |
Bill, on this, the thing I wanted to ask you is what has been the rule of thumb in Silicon 00:48:06.120 |
If you're a founder, you used to invest almost exclusively in Series A companies, first institutional 00:48:15.240 |
The rule of thumb is there would be a 20% or a 30% stock option pool in addition to 00:48:26.640 |
As you march to the public market, you would have to focus on, again, treating this as 00:48:35.360 |
What are the rules of thumb today in Series B, Series C, Series D? 00:48:40.120 |
Where do you think you're seeing some of the sloppiness? 00:48:43.680 |
Well, look, the thing I'd start with in answering that question is mostly startups never get 00:48:54.140 |
A lot of the commentary in Silicon Valley is always about the 10 or 20 or 50 companies 00:49:00.360 |
at the top, and the vast majority of these companies never get to that place. 00:49:06.200 |
The general rules of thumb, as I started with, are like 10% headed down to three. 00:49:16.040 |
Profitability first, I think, is if you have a company, especially one that burns a lot 00:49:20.240 |
of cash, and if new fundraising and capital is expensive, I think one of the reasons people 00:49:26.520 |
start with this adjusted EBITDA number is it does represent a point in time at which 00:49:32.360 |
you no longer have to raise capital from the markets. 00:49:37.520 |
You could argue over whether that matters or not if you're issuing stock, but it does. 00:49:41.500 |
It may matter, especially if capital is hard to come by. 00:49:45.840 |
Then I would just say some of the same things we've been saying. 00:49:50.600 |
Don't assume cash is cheaper or more expensive than equity. 00:49:54.720 |
They're really the same thing, and eventually it's going to matter. 00:50:03.280 |
I think alignment is really, really important. 00:50:05.760 |
I encourage companies to, and I do this when I'm recruiting, to look at scenarios of the 00:50:12.960 |
stock being up 20%, 40%, 80%, 100%, and look at the payouts that people are going to make 00:50:21.880 |
I think if you're only doing zero basis RSUs, you've got a horrible alignment problem. 00:50:29.200 |
When you think you're EBITDA profitable, and your stock doesn't have the same multiple 00:50:33.360 |
as the other company, and I guarantee if you look under the hood, they've got a lower SBC 00:50:39.600 |
expense, and they're not pissing away their free cash flow. 00:50:48.320 |
One of the things I wanted to go to with Bob, I saw this really interesting presentation 00:50:55.360 |
from Gary Steele, who turned around Splunk in a similar way to what happened at Meta. 00:51:01.920 |
Gary crushed it at proof point, and a huge value creator. 00:51:06.640 |
He said, in a very short window, he said he took stock participation from 87% to 15%. 00:51:15.920 |
I saw so many CEOs in the audience, their face just went into shock. 00:51:20.800 |
It has become almost ritual in Silicon Valley to assume you have to give everybody stock, 00:51:30.160 |
It literally is part of, "Oh, we're cool like everybody else." 00:51:36.600 |
The other thing he said was, they moved a lot of employees out of Silicon Valley. 00:51:42.760 |
That's an interesting thing, and I'm hearing that from more and more CEOs. 00:51:47.200 |
They say, "Silicon Valley is a wonderful place to start a company. 00:51:53.000 |
My goal isn't to come on this podcast and say, "Hey, everybody is getting overpaid." 00:51:58.960 |
It's more just how I think people – we need to have a better model by which people 00:52:06.120 |
At least at Priceline Booking, we always had the mantra of a dollar has to be worth a dollar, 00:52:20.080 |
If we can't convince somebody that a dollar worth of stock is worth a dollar, then you 00:52:27.320 |
You should just give a dollar of cash because they will actually value it greater. 00:52:33.840 |
I think over time, because we've been so careful about this and because we have been 00:52:39.360 |
able to create shareholder value through many ways, mostly through the incredible work of 00:52:47.200 |
the employee base, but also, as I said, through smart capital management that has allowed 00:52:52.560 |
us to reduce our share count, that's an incredible benefit that employees have gotten 00:53:01.440 |
When the share count is getting reduced, theoretically, the stock price is supposed to go up. 00:53:06.560 |
That benefits not only shareholders, but the RSU recipient. 00:53:10.320 |
Ryan: Hey, Bob, do you have any sense how many employee millionaires that Booking Priceline 00:53:32.240 |
I think your leadership on this issue, right, with this fundamental thing – this is not 00:53:38.120 |
about undermining founders' and employees' opportunity to make an extraordinary return, 00:53:55.400 |
Because if the public markets all pretend that this doesn't exist, then they're going 00:53:59.800 |
to pay excessive amounts, which deprives startups and the venture capital community of being 00:54:07.480 |
That's the example you just gave us just now of Microsoft. 00:54:13.080 |
And so I think that accountability, treating stock as cash, as public shareholders – and 00:54:18.800 |
the good news is, like I said, there's a lot of evidence that this is starting to be 00:54:26.320 |
a real matter of conversation on Twitter, on CNBC, in annual letters, folks like Bob 00:54:34.360 |
And then I think we need to begin telling the stories again in Silicon Valley. 00:54:40.240 |
The reason the Michael Dells of the world own as much of their companies at the end 00:54:44.680 |
of the day as they do is because from day one, they were concerned about giving shares 00:54:49.820 |
away where they didn't need to give shares away. 00:54:55.440 |
I think all companies are better when their DNA from the get-go is just honest. 00:55:04.880 |
It forces you to build a better business model. 00:55:07.920 |
We were lucky to be partnered with Bob and investors from the early days. 00:55:12.320 |
And they were forced to really reboot and think about the business model that they were 00:55:19.000 |
If they kept pretending that this didn't matter, I think it would have been a very 00:55:25.280 |
I think you would have produced far fewer millionaires than the number that you've 00:55:30.120 |
And again, in Silicon Valley today, I do see this also cascading down into the companies 00:55:37.120 |
Certainly the companies that were on the comp committees of the boardrooms that we're in, 00:55:45.040 |
I would say during the heyday of Zerp, I was seeing some really crazy stuff in terms of 00:55:53.880 |
And now it's a tough conversation at each of those boards because I think a lot of venture 00:55:57.440 |
capital firms and founders woke up and said, "Wow, I just gave away a lot of the business. 00:56:03.600 |
I thought that was okay because the valuations had gone from $500 million to $5 billion. 00:56:08.840 |
But now that I know I'm really only worth a billion dollars, the consequence of that 00:56:14.080 |
dilution was way more dramatic than I thought." 00:56:16.480 |
And I would just close by once again going back to this notion of independent leadership. 00:56:22.280 |
The only companies I see kind of getting out of this box are ones where you have people 00:56:28.160 |
that are thinking from a first principles standpoint, like Bob did at booking. 00:56:33.520 |
In the Netflix example I gave, they're only diluting 1.5% a year, which is pretty left 00:56:40.680 |
rail kind of thing if you look at them on one of these charts we're going to post. 00:56:45.480 |
And so it takes someone that really understands this stuff at a fundamental level to be willing 00:56:53.240 |
to step outside the box because once again, the comp consultants, maybe even ISS are going 00:56:58.080 |
to tell you to do what everybody else is doing. 00:57:00.840 |
And I don't think that's going to get you to the finish line. 00:57:07.240 |
Well, Brad, I thought maybe we'd hit two or three more topics today. 00:57:13.000 |
And wrapping it up, I just thank you once again to Bob. 00:57:15.920 |
And I wanted everyone to know that we're going to put a bunch of resources in the show notes. 00:57:20.240 |
We've taken snapshots of 50, 100 different companies, looked at SBC as a percentage of 00:57:26.840 |
free cash flow, which Brad and his team believe is the most important, but also revenue and 00:57:32.880 |
I think those are all useful ways to kind of get a sense of how companies are doing 00:57:38.360 |
And then lastly, my good friend, Mike Mobison, who many people in the internet finance world 00:57:44.580 |
know about, he put out a really great piece on stock-based comp and reading it put a lot 00:57:50.640 |
of thoughts in my head as we went through this. 00:57:53.000 |
So I'll put a pointer out there to that as well. 00:57:55.760 |
OK, so there's a lot of new stuff happening, Brad, since we talked last. 00:58:02.280 |
One of them that's kind of interesting, and I think I saw a photo on the internet of Sundar 00:58:08.960 |
and Tim Cook at a restaurant that may have kicked this off. 00:58:11.920 |
But there's a rumor that Apple's talking to Google about leveraging Gemini, I believe. 00:58:19.800 |
Yeah, I mean, I think the news broke yesterday. 00:58:24.520 |
This idea that-- I think the implication of the rumor or the tweet was that Apple was 00:58:32.040 |
somehow maybe outsourcing or partnering with Google on Gemini. 00:58:36.920 |
And I tweeted in response to this that I put the probability of them, quote unquote, outsourcing 00:58:47.640 |
We talked about this on the pod a few weeks ago. 00:58:50.680 |
And I think that we-- I go back to that analysis, which is this. 00:58:57.480 |
Apple is in this enviable position to be able to build the killer personal assistant that 00:59:05.800 |
has memory, that has persistent, that can do transactional thing for us, whether it's 00:59:10.660 |
make a phone call, send a text, book a restaurant reservation, book a hotel, et cetera. 00:59:16.480 |
So we suggested that they're going to work on their own native small language model that 00:59:23.880 |
It just needs to serve me really well as my personal assistant. 00:59:27.500 |
I think what's likely being commingled here is I presuppose that Apple is also talking 00:59:34.800 |
to Google, to Meta, to OpenAI, and others about bringing those models in as part of 00:59:41.920 |
a generative search application that will sit on the deck as well. 00:59:45.820 |
So think of that maybe similar to perplexity. 00:59:47.960 |
And then, of course, they have their search deal with Google. 00:59:52.960 |
So to me, I don't think anything really changes in my view about Apple. 00:59:58.800 |
I think they continue to be in this really interesting position. 01:00:02.160 |
I'm sure they're going to talk about it in June at their developers conference. 01:00:07.840 |
I think it's unlikely that you're going to see some transformative thing get shipped 01:00:13.880 |
I think you may very well see a generative search application that gets shipped this 01:00:19.420 |
fall that may, in fact, have multiple of these answer engines embedded inside it, including 01:00:26.960 |
But the final thing I would just say on this is I've been, over the course of the last 01:00:33.580 |
couple months, pretty openly critical in my critique that Google needs to face up to this 01:00:40.940 |
innovators dilemma, that needs to make some real changes in terms of how they're going 01:00:48.100 |
And you and I have those debates all the time. 01:00:52.460 |
And I think there is a group of people on Twitter and otherwise who assume that I must 01:00:59.060 |
somehow-- that must mean that I'm short Google. 01:01:03.700 |
And we've said many times, this show is not investment advice. 01:01:08.300 |
Don't presuppose you know where we stand on a particular stock. 01:01:12.220 |
I'm often asking tough questions of stocks that we own. 01:01:19.740 |
We weren't shorted this week when this news came out. 01:01:24.700 |
And so I think it's an important reminder, much like Stan Druckenmiller. 01:01:30.460 |
At this moment in time, when you're in the middle of these phase shifts, mental flexibility 01:01:37.420 |
And we are going to follow the facts, and we may change our opinions on a particular 01:01:44.100 |
I think ultimately for Google, the challenge remains the same. 01:01:50.020 |
You should imagine that everybody is talking to everybody right now as they try to sort 01:02:01.540 |
Well, it's funny, because I think you can have two reactions that are exactly opposed 01:02:08.820 |
So you could view it-- you said both stocks were up. 01:02:11.980 |
So that's the interpretation, that this is positive for Apple, that they're maybe getting 01:02:19.740 |
You could view it as weakness on Apple, that in order to get AI right, they need to go 01:02:24.600 |
talk to Google, and they can't do it on their own. 01:02:27.420 |
As we have said before, I think the handset is a remarkable asset in the long-term AI 01:02:34.140 |
I mean, you know, one issue that could come out of this is regulatory. 01:02:38.020 |
I mean, if you combine the two of them, that's nearly every handset. 01:02:41.340 |
So if the same AI code were running on both, I don't think that'd be great. 01:02:46.460 |
I do believe that the handset is so valuable here. 01:02:51.620 |
If I were Apple and wanted to prove to the world that they had their AI game together, 01:02:56.620 |
and I know this is a bit of a broken record with people, but fix Siri. 01:03:00.740 |
Like get Siri involved and release-- But that is the small language model that 01:03:04.920 |
That is going to be the new back end for Siri. 01:03:07.660 |
Like there's no way they're outsourcing that to Google. 01:03:09.580 |
And by the way, on that topic, I think voice AI may be more interesting than, say, Sora 01:03:19.260 |
I think more and more people are realizing, because LLMs are language models, that people 01:03:27.580 |
You brought up the point that Meta may be more focused on the sunglasses with an earpiece, 01:03:36.620 |
And so for me, the irony of this is, I think voice AI may be a new frontier that you may 01:03:47.340 |
And getting that to work appropriately so that you feel comfortable-- I always like 01:03:52.660 |
to reference the movie Her-- just talking to this thing and not having any errors, I 01:04:02.820 |
So there's been a lot of conversation in the past few weeks about TikTok and ByteDance. 01:04:10.580 |
And obviously, it very quickly moved to the center of almost all discussion, because it 01:04:27.380 |
But I'd love to hear your thoughts, Brad, on this situation. 01:04:30.700 |
Yeah, well, I've said publicly before, we were early shareholders in ByteDance. 01:04:35.660 |
I think we've been involved almost a decade in the company. 01:04:39.660 |
So take everything I share with that grain of salt. 01:04:43.540 |
First, I think everybody knows ByteDance is a super large company. 01:04:49.580 |
There's lots of numbers that are rumored out there. 01:04:51.860 |
But the reporting suggests that over 90% of its revenues are outside the United States, 01:04:57.020 |
and over 100% of its profits are outside the United States. 01:05:01.900 |
Well, I think I've seen other numbers out there that they're doing somewhere between 01:05:04.940 |
$8 billion and $10 billion in TikTok US revenue, and that they're losing money on TikTok US. 01:05:10.620 |
So I think that it's important just to understand where that sits in the context of the entire 01:05:16.200 |
Secondly, with respect to myself, I'm a dad, and certainly an American first. 01:05:25.540 |
But I read all the same things everybody else reads. 01:05:29.380 |
And I think it's impossible for me to prove or disprove. 01:05:33.300 |
And I think there's legitimate debate as to what's going on. 01:05:37.500 |
I think there's also lots of legitimate debate about the House bill itself and whether or 01:05:43.060 |
not that's narrowly tailored enough, whether the language needs to be improved, et cetera. 01:05:48.700 |
But clearly, it passed the House by a wide majority. 01:05:53.660 |
I think there's a real question as to whether or not that will pass the Senate. 01:05:57.460 |
But I think that misses the point a little bit. 01:06:00.460 |
Set all of that aside, what's become clear to me over the course of the past 12 months, 01:06:07.220 |
and certainly over the course of the past 30 days, is irrespective of the merits of 01:06:17.220 |
AI, over the course of the last 12 months, has gone from an interesting technology to 01:06:24.020 |
literally the leading edge of where we're battling with global sovereigns over trade, 01:06:32.260 |
national security, national economic interest. 01:06:35.220 |
So given that, I think it's almost inconceivable for me now to see how TikTok US has a path 01:06:47.140 |
That leaves us, on the one hand, with the proposal that I think President Trump had 01:06:53.260 |
made toward the end of his term, and which I hear bantered about by lots of senators 01:06:58.280 |
and House members, which is some sort of spin to US shareholders, where maybe ByteDance 01:07:03.640 |
swaps some of its ownership or sells some of its ownership to somebody like a Microsoft 01:07:08.020 |
or an Oracle, and the app can continue running in the United States, OK? 01:07:12.420 |
I think there are a lot of US regulators that would find that an acceptable outcome. 01:07:18.060 |
But I'm increasingly of the mind that the Chinese regulators would not find that an 01:07:24.660 |
And the US regulators won't allow the app to continue as is. 01:07:28.940 |
So I think there's a real chance that when we're looking at this 12 to 18 months from 01:07:33.340 |
now, that it's an absolute no-go, that they can't find a middle ground, and that the app 01:07:38.300 |
is shut down, which, of course, we saw President Trump tweet, like, the implications of what 01:07:44.380 |
that makes Meta more valuable or more powerful, as he suggests, or perhaps these other US 01:07:52.900 |
But the thing, I guess, that interests me the most is what is—you know, that's just 01:07:58.500 |
Like that's the first move on the AI chessboard between these two sovereigns, if you will. 01:08:04.940 |
It's hard for me to see a world where TikTok US is shut down or banned, where there's not 01:08:13.220 |
And I think we just had this conversation about Apple putting Gemini AI on the Apple 01:08:20.260 |
I'm certain, you know, Apple China is a monstrous business, is a huge business in China. 01:08:26.020 |
And I imagine that now that AI is going to be embedded in these phones, that there's 01:08:30.840 |
probably a little bit different conversation that's being had in China about, you know, 01:08:37.340 |
So I think we're seeing just the early innings, unfortunately, right? 01:08:42.780 |
I tend to think that global trade is a good thing for human prosperity. 01:08:47.780 |
I think it's driven a lot of our global GDP and prosperity over the course of the last 01:08:52.980 |
So I don't celebrate that we're entering what appears to be a global AI Cold War on 01:09:01.820 |
And I'm certainly not critical of the fact that US regulators have these concerns. 01:09:07.620 |
But unfortunately, I don't see much of a way out here. 01:09:10.780 |
I hope that, you know, when President Xi was here a few months ago, he said, I don't want 01:09:19.060 |
But that's not what it looks like from my vantage point today. 01:09:24.860 |
First of all, I thought our friends over at All In did a really great job of tearing this 01:09:30.180 |
And even where they disagreed, I think every single one of them agreed that the data probably 01:09:37.260 |
Like I haven't seen anyone said, oh, I'm completely cool with data going to the CCP. 01:09:42.260 |
So if everyone's in agreement on that, and I do understand the arguments that maybe the 01:09:47.220 |
House bill is too flexible or too vague or too broad, and you could tighten it up and 01:09:54.740 |
As I've told you, I feel like that the company, and the company I'll say is either US TikTok 01:10:02.620 |
or ByteDance, could have done a better job of proving data independence. 01:10:07.340 |
And I think they could have hired an auditor, you know, KPMG or Pricewaterhouse or whatever, 01:10:13.180 |
rather than simply saying, oh, it's in Oracle in Texas. 01:10:17.340 |
To me, there's not much certainty in that comment. 01:10:20.340 |
I would also say relative to your Apple comment, I do believe Apple has to keep all their data 01:10:32.660 |
But I'm just saying from a prosody standpoint, I think they're already doing what is being 01:10:38.380 |
And as we all know, and we've said, the social networks here aren't allowed to operate there. 01:10:42.740 |
So you could have a, I think you have a pro-China mindset and just still hold the line and say 01:10:52.500 |
I'm hopeful that there's a way to get it together. 01:11:00.820 |
No, I mean, I think that it's, once you start going down this slippery slope, right, you 01:11:11.300 |
know, we have a lot of US companies that have a big footprint in China. 01:11:22.260 |
So I think if and when this effectively, you know, if this were to get banned in the United 01:11:26.780 |
States, again, I would like to think that that would be, you know, where this ends. 01:11:31.100 |
All I'm suggesting is that ChatGPT only came out 18 months ago. 01:11:40.740 |
The wheels of international relations, I think, turn slowly. 01:11:45.620 |
And when we look at, it's first started with silicon, right, with restraints on China's 01:11:54.220 |
And again, I don't disagree with, you know, our ability to keep our best stuff to ourselves. 01:12:00.020 |
But it's hard to look at the facts on the field and say that this is not, we're not 01:12:05.220 |
entering a new phase of global international trade relations, you know, vis-a-vis China. 01:12:11.540 |
Now, one might say that we're just, you know, creating a more fair and balanced playing 01:12:16.020 |
field, right, relative to the restrictions that have been imposed on U.S. companies. 01:12:20.820 |
But I think it would be naive of us to think that there's not going to be, you know, counter 01:12:27.180 |
I take the other side of it simply because we're not even getting to the point of equality 01:12:35.420 |
And then this morning, just this morning, we rarely have news that broke just this morning, 01:12:39.780 |
a very unusual thing has played out with Microsoft and inflection. 01:12:46.780 |
Well, inflection, you know, is, you know, just as a reminder, was one of the early LLMs 01:13:00.620 |
They have a consumer product called PI, which stands for personal intelligence, founded 01:13:04.860 |
by Mustafa Suleyman, one of the co-founders of DeepMind, you know, and a friend. 01:13:12.300 |
And you know, what they did was, you know, as one of the- 01:13:16.180 |
And by the way, just to put in, I think there's another way to frame this. 01:13:19.420 |
There were three LLM companies in Silicon Valley that raised over a billion dollars, 01:13:26.260 |
although some of that was with credits, but there were three, Anthropic, OpenAI, and this 01:13:33.580 |
And, you know, this is a large startup, but what they were going after was really think 01:13:42.660 |
And, you know, today we heard news that Microsoft has effectively hired the employees out of 01:13:52.180 |
We don't know all the details, you know, of the deal here. 01:13:57.220 |
But you know, we looked at investing inflection, as many others did, and, you know, one of 01:14:02.860 |
the reasons that strategic investors have displaced a lot of venture capital investors 01:14:08.580 |
in the LLM game, and we talked about this, I think, on, you know, episode two, is the 01:14:13.900 |
quantum of capital it takes to compete in the LLM space is very high. 01:14:20.220 |
And on the other side, understanding the durability of the business model, like in this case, 01:14:25.260 |
getting consumers to pay you, you know, for PI is far from clear, particularly in a world 01:14:31.720 |
where you got to go compete against Apple, you got to compete against Meta and others 01:14:39.500 |
And so, I think it was a very difficult venture bet to underwrite. 01:14:42.860 |
I think it was a logical bet for folks like Microsoft, you know, to underwrite because, 01:14:49.780 |
you know, they want to be in the consumer answer engine space, the consumer chatbot 01:14:56.260 |
I think the most interesting thing out of this, to me, and if you read Satya's tweet 01:15:01.400 |
that he sent out this afternoon, is he said he's excited to have them build consumer AI, 01:15:07.220 |
which, you know, he said, like the copilot, that is loved and benefits people from around 01:15:16.100 |
He owns 49% of OpenAI, ChatGPT is charging really hard to be, you know, kind of my personal 01:15:25.820 |
And now they have another, you know, another team in the hunt. 01:15:29.740 |
So, you know, I think this is smart by Satya and Microsoft. 01:15:34.460 |
Some might view it as hedging their bets a little bit against ChatGPT, but I think it's 01:15:41.980 |
They're going to be a lot of at-scale players that are vying to be your personal assistant, 01:15:48.860 |
We just talked about Apple, we talked about Meta AI, Google's certainly going to be in 01:15:54.580 |
And now it looks like Microsoft is doubling down on the consumer copilot, which will bring 01:16:02.860 |
Well, look, I mean, I got to tell you, I was floored a bit when I saw this, mainly because 01:16:12.380 |
So to have a company that is one of the three, let's just call it biggest backed AI companies 01:16:21.100 |
in Silicon Valley, not get bought, like if they got bought, that means, "Oh, Microsoft 01:16:28.220 |
Microsoft, you remember when Facebook brought WhatsApp, it was 10% of market cap. 01:16:35.220 |
So 10% of Microsoft's market cap is $300 billion. 01:16:39.620 |
So they could have paid $10 billion, and the last round here was at $4 billion. 01:16:44.060 |
And you'd go, "Oh, great, you know, everyone loves AI, investors are getting paid, everything 01:16:52.660 |
This is employees, all the key employees leaving the company, and the blog post suggests the 01:17:02.740 |
And to me, I just had to look this up because I don't watch racing, but the yellow flag 01:17:08.140 |
comes out when there's a hazard on the track and everyone needs to slow down. 01:17:13.420 |
And you look at this Series A here, a well-known venture firm, Greylock, 260 or 250 at a billion 01:17:21.580 |
These are these AI deals that have remained like Zerp-like, right? 01:17:27.220 |
And this is a warning sign that you can't just pay any price for any deal in the AI 01:17:35.340 |
And because I don't, you know, I don't see this now, I don't see the current status as 01:17:41.460 |
a company that's going to have a venture-like return from here. 01:17:46.340 |
There's a lot of details, there's a lot of these credit things that are all tied up, 01:17:51.740 |
But it's unusual, and I view it as a yellow flag that we should slow down on the track, 01:17:58.260 |
on the AI track, and maybe be a little more careful. 01:18:01.180 |
Well, one of the things that it brings up too is a conversation you and I were having, 01:18:06.580 |
you know, just about LLMs generally, you know. 01:18:09.460 |
I spent the last two days down at NVIDIA, you know, GTC, their Global Developers Conference. 01:18:18.940 |
The ecosystem of AI that they are consuming, right? 01:18:24.020 |
This is not just a systems company or a supercomputer company. 01:18:27.580 |
They are now expanding on the CUDA stack with a totally new inference software cluster called 01:18:35.460 |
And in NIMS, you know, they have embedded, you know, open-source models that are, you 01:18:42.420 |
know, highly and tightly integrated with their overall software stack. 01:18:46.980 |
And one of the things we've talked about and debated the last 12 months is just the durability. 01:18:57.060 |
Is it going to, you know, you have these open-source models by well-financed companies like Meta 01:19:06.700 |
And when you have companies that are valued at $10, $20, $90 billion, right, around that, 01:19:13.220 |
the real question was about the durability of revenue. 01:19:16.980 |
And you know, we have a vibrant debate within Altimeter on this, right? 01:19:23.140 |
So the acronym we all know when it comes to software companies like these LLMs is ARR. 01:19:30.560 |
So everybody wants to know what's their revenue. 01:19:37.380 |
And recurring revenue, like a monopoly cable subscription, gets a really high multiple. 01:19:43.740 |
That's why softwares have gotten high multiples. 01:19:47.860 |
But when we look at what's going on in AI, I've banned the use of the term ARR within 01:19:55.380 |
Altimeter when we talk about AI revenues, because they're certainly not recurring like 01:20:03.140 |
And they have some amount of cogs tied to them. 01:20:05.820 |
So we call them ERR, Experimental Run Rate Revenues, right? 01:20:12.780 |
And so when I look at these, you know, one of the things that inflection and these other 01:20:19.500 |
models that it's been very challenging for us to get our arms around backing, even though 01:20:24.440 |
they have extraordinary founders and are building extraordinary things, is just if you have 01:20:29.740 |
to pay a high price, then you need to have confidence in the durability of those revenues 01:20:38.900 |
Yeah, look, there's nothing that I've spent more time on recently, just trying to learn 01:20:44.460 |
and ask questions, but, you know, both trying to understand how these things work, but also 01:20:50.460 |
And one thing you constantly hear from developers on LLM, and let's separate this maybe from 01:20:55.340 |
the consumer game that I guess—and then there were two or three, right? 01:21:00.740 |
I guess you got Google perplexing OpenAI, $20 a month. 01:21:05.500 |
But on this B2B side, the model that just seems so prevalent with all the companies 01:21:11.700 |
I talk to, you might test your thesis against one of the premier models, but then the minute 01:21:18.980 |
you go to run it, you then run it on four or five others and see which one—at different 01:21:25.160 |
price points and see which one is cost-effective for you. 01:21:34.980 |
Another way of saying that, one of the things that leads to high valuation multiples is 01:21:39.540 |
And today, you know, as it stands, I would say if you were to rate these LLMs on their 01:21:45.240 |
switching costs with zero maybe being none and 100 being perfect, I'd say they're at 01:21:56.540 |
Some people believe—and I won't try and make this argument, I'll just say I know 01:22:00.260 |
some smart people have said it—that as the context window gets bigger, there'll be less 01:22:05.860 |
training and even less fine-tuning, which means you're just dumping data into the prompt. 01:22:12.340 |
And this data is not being dumped in in a structured way. 01:22:22.420 |
So I think one thing that's imperative in any of these LLM models, if they want to be 01:22:27.180 |
successful in the long run in terms of creating equity value, they've got to find a way 01:22:32.780 |
And I don't know what that is exactly right now. 01:22:35.740 |
I think some element of fine-tuning or embedding data or memory like we've talked about. 01:22:46.580 |
Well, I think along those lines, I had dinner this week with one of the heads of data and 01:22:52.900 |
AI at one of the largest banks in the United States. 01:22:56.460 |
And they did what I think a lot of other people did after they saw ChatGPT. 01:23:05.100 |
The CEOs of all these banks and every other enterprise went home, and that's what the 01:23:11.180 |
So the CEOs or the board came back in Q1 and they said, "Hey, what are we doing in AI?" 01:23:15.480 |
And they turned to their tech team and they said, "Let's get something done." 01:23:18.380 |
So in Q2 of 2023, you saw all of these new customers sign up the Azure OpenAI API, right? 01:23:27.380 |
Or do it directly with OpenAI because it was the only game in town. 01:23:31.760 |
But quickly, all of the other data platforms, whether you were AWS, whether you're Google, 01:23:39.980 |
Snowflake, Databricks, et cetera, they all spun up their own AI capabilities. 01:23:45.060 |
Now they all embed free models, whether it's Lama, Mistral, et cetera. 01:23:48.840 |
Even Microsoft now has competitive open models. 01:23:51.940 |
And my hunch is that OpenAI will also be found on some of these data platforms, not just 01:24:02.100 |
And so it seems to me the switching cost is not with the LLM. 01:24:07.620 |
The switching cost is really around where your data resides, right? 01:24:14.480 |
So this particular bank, which had spun up the OpenAI API in Q2, has been playing with 01:24:21.440 |
it on a big rag over the course of the last year. 01:24:24.640 |
But I asked them what their plans were going forward. 01:24:28.820 |
We're going to run all of our AI in AWS, right, on open models, on our production data," right? 01:24:36.360 |
So it seems to me that the AI is finding its way back to the data. 01:24:41.480 |
And the only way, I think, for Azure or anybody else to keep this experimental revenue when 01:24:46.460 |
people run to use these models is you have to deliver something sufficiently differentiated 01:24:52.400 |
that it gets somebody to pull all of their data to you. 01:24:58.000 |
And I'm reminded – I don't know if I've used this metaphor before, but there was a 01:25:02.460 |
time before digital music where you just couldn't – there was so much music in the world, 01:25:08.140 |
And I remember one day back in the Napster days where someone tapped me on the shoulder 01:25:13.680 |
And he was holding a hard drive and he said, "This is all the music I've ever recorded," 01:25:19.780 |
And to a certain extent, you know, the LLM, it may be – and I've heard this argument 01:25:25.300 |
from some academics – it may be that most of the data, think Wikipedia, everything we 01:25:32.580 |
And like it's gotten in, you know, small very quickly. 01:25:36.940 |
And what – the reason I bring that up relative to what you said is it may be that the open 01:25:42.180 |
source LLMs are good enough and that putting them proximate to your data is a smarter play 01:25:49.500 |
than trying to put your data proximate to the leading proprietary LLM. 01:25:54.780 |
And if that plays out, that'll be super interesting. 01:25:59.060 |
And one thing's for sure, the open source LLM horse is out of the barn, right? 01:26:07.180 |
I mean, and you've got to love the competition. 01:26:11.060 |
And you know, again, it's a – you and I have talked about some of the concerns about 01:26:16.900 |
regulatory capture as, you know, in preventing this competition. 01:26:22.460 |
You know, going back to the conversation about China, it's so important that we protect 01:26:26.880 |
this competition among these models because it's driving down the cost to all enterprises. 01:26:31.460 |
It's driving down the cost to all inference, to consumers. 01:26:36.020 |
And you know, all I know is it's going to be an exciting few months ahead.