1
00:00:00,120 --> 00:00:02,680
It's traditionally been 
understood that financial 

2
00:00:02,680 --> 00:00:06,160
markets exist to allocate 
capital to its most productive 

3
00:00:06,160 --> 00:00:08,640
uses. 
Recently, however, the 

4
00:00:08,640 --> 00:00:12,560
definition of a productive use 
has been expanded to include 

5
00:00:12,760 --> 00:00:16,760
betting on whether a reggaeton 
artist will wear a dress to a 

6
00:00:16,760 --> 00:00:19,880
football match. 
In the past, if you'd wanted to 

7
00:00:19,920 --> 00:00:23,960
place a bet on Bad Bunny's 
wardrobe choices, or perhaps the

8
00:00:23,960 --> 00:00:28,000
precise timing of an Iranian 
missile strike, you had to find 

9
00:00:28,000 --> 00:00:31,560
a man who conducted his business
behind a local pub. 

10
00:00:31,920 --> 00:00:36,280
Today, the process is a bit 
smoother to a rather impressive 

11
00:00:36,280 --> 00:00:40,040
piece of legal rebranding. 
What the authorities used to 

12
00:00:40,040 --> 00:00:44,400
call gambling is now referred to
as trading event contracts. 

13
00:00:44,600 --> 00:00:47,480
This means that when you 
inevitably lose your money on 

14
00:00:47,480 --> 00:00:51,000
these platforms, you're no 
longer a degenerate gambler, 

15
00:00:51,200 --> 00:00:54,880
you're a retail liquidity 
provider contributing to a truth

16
00:00:54,880 --> 00:00:57,200
machine. 
Which sounds much more 

17
00:00:57,200 --> 00:00:59,800
respectable. 
I wouldn't necessarily put it on

18
00:00:59,800 --> 00:01:03,600
your CV though. 
Reading up on prediction markets

19
00:01:03,600 --> 00:01:06,520
is somewhat exhausting, 
unfortunately. 

20
00:01:06,600 --> 00:01:10,560
We seem to be determined to 
financialize every single aspect

21
00:01:10,560 --> 00:01:13,560
of human existence. 
It used to be that if you wanted

22
00:01:13,560 --> 00:01:16,640
to know if it might rain 
tomorrow, you'd just look out 

23
00:01:16,640 --> 00:01:20,560
the window, but now it seems you
have to check the bid ask spread

24
00:01:20,560 --> 00:01:24,800
on a precipitation swap. 
The advocates for platforms like

25
00:01:24,800 --> 00:01:29,320
Calcium Polymarket argued that 
they're providing A vital public

26
00:01:29,320 --> 00:01:32,000
good. 
The theory is that by allowing 

27
00:01:32,000 --> 00:01:35,960
people to bed on anything from 
congressional control to the 

28
00:01:35,960 --> 00:01:40,360
next Federal Reserve decision, 
the information fed back will be

29
00:01:40,360 --> 00:01:43,120
far more accurate than 
traditional polling. 

30
00:01:43,320 --> 00:01:47,680
Which is a lovely idea. 
But looking closely at how these

31
00:01:47,680 --> 00:01:50,920
markets actually work, it 
appears that we haven't so much 

32
00:01:50,920 --> 00:01:55,560
invented a truth machine as put 
a glossy user interface on a 

33
00:01:55,560 --> 00:02:00,360
1920s betting shop and to make 
it even better, invited a group 

34
00:02:00,360 --> 00:02:04,000
of quantitative algorithms to 
come in and extract money from 

35
00:02:04,000 --> 00:02:06,520
the public. 
Today we're going to look at how

36
00:02:06,520 --> 00:02:10,720
these markets actually work, the
legal absurdities surrounding 

37
00:02:10,720 --> 00:02:14,400
them, why the commodities 
regulator is suddenly interested

38
00:02:14,400 --> 00:02:17,720
in elections, and what whether 
any of this makes the world a 

39
00:02:17,720 --> 00:02:21,680
better place, or if we've just 
turned the whole world into a 

40
00:02:21,680 --> 00:02:24,880
casino. 
To understand why the US 

41
00:02:24,880 --> 00:02:28,000
government is fighting with 
itself over who gets to regulate

42
00:02:28,000 --> 00:02:31,880
a bet on a football game, we 
need to go back to the origins 

43
00:02:31,880 --> 00:02:35,920
of American financial 
regulation, and specifically 

44
00:02:35,920 --> 00:02:38,800
onions. 
In the United States, there's a 

45
00:02:38,800 --> 00:02:41,880
federal agency called the 
Commodity Futures Trading 

46
00:02:41,880 --> 00:02:45,920
Commission, or the CFTC. 
They were originally established

47
00:02:45,960 --> 00:02:50,040
to oversee futures contracts on 
things like wheat and cotton. 

48
00:02:50,320 --> 00:02:54,120
The idea was that these markets 
would allow farmers and factory 

49
00:02:54,120 --> 00:02:58,240
owners to hedge their price 
risks while making sure that 

50
00:02:58,240 --> 00:03:01,120
these contracts weren't just 
illegal gambling. 

51
00:03:01,280 --> 00:03:05,120
For a long time, the CFTC 
applied what it called an 

52
00:03:05,120 --> 00:03:09,080
economic purpose test. 
They only approved contracts 

53
00:03:09,080 --> 00:03:12,440
that served some hedging or 
price discovery function. 

54
00:03:12,720 --> 00:03:15,920
But over the years, the exchange
exchanges realized that they 

55
00:03:15,920 --> 00:03:19,840
could generate significantly 
more revenue by listing futures 

56
00:03:19,840 --> 00:03:22,360
on interest rates and stock 
indices. 

57
00:03:22,720 --> 00:03:26,800
The CFTC went along with this, 
and the definition of a 

58
00:03:26,800 --> 00:03:31,040
commodity future was slowly 
expanded to include things that 

59
00:03:31,040 --> 00:03:33,120
are not really commodities at 
all. 

60
00:03:33,400 --> 00:03:37,160
A few years ago, Bitcoin was 
even classified as a commodity. 

61
00:03:37,360 --> 00:03:40,920
While it's about as far from 
being a basic raw material, 

62
00:03:41,120 --> 00:03:45,000
agricultural product, or 
physical asset as anything could

63
00:03:45,000 --> 00:03:48,080
be. 
So almost anything can be 

64
00:03:48,080 --> 00:03:51,600
considered a commodity, with one
notable exception. 

65
00:03:51,880 --> 00:03:56,920
Thanks to the 1958 Onion Futures
Act, you can trade futures on 

66
00:03:56,920 --> 00:04:01,360
almost anything in America, but 
it's illegal to trade futures on

67
00:04:01,360 --> 00:04:03,880
onions. 
This happened because in the 

68
00:04:03,880 --> 00:04:09,080
1950s, two traders managed to 
corner the Chicago onion market,

69
00:04:09,280 --> 00:04:13,080
artificially inflating the price
before crashing it entirely. 

70
00:04:13,360 --> 00:04:17,200
The chaos led to angry farmers 
and, naturally, an act of 

71
00:04:17,200 --> 00:04:20,000
Congress. 
So to summarize the current 

72
00:04:20,000 --> 00:04:23,560
state of American financial law,
you can legally bet on the 

73
00:04:23,560 --> 00:04:25,760
outcome of a geopolitical 
conflict. 

74
00:04:25,920 --> 00:04:29,280
You can bet on the future price 
of an Internet meme token. 

75
00:04:29,480 --> 00:04:32,880
And thanks to platforms like 
Calci, you can now bet on who 

76
00:04:32,880 --> 00:04:35,200
will control the United States 
Congress. 

77
00:04:35,400 --> 00:04:39,640
But if you attempt to hedge your
exposure to French onion soup, 

78
00:04:39,920 --> 00:04:44,000
or really any onion soup, the 
federal government will step in 

79
00:04:44,000 --> 00:04:48,520
to protect the public from you. 
No soup for you now. 

80
00:04:48,520 --> 00:04:52,400
Up until recently, the CFTC has 
been quite skeptical of what 

81
00:04:52,400 --> 00:04:56,880
they call event contracts. 
They explicitly banned contracts

82
00:04:56,880 --> 00:05:00,800
involving war, terrorism, 
assassination, and gaming. 

83
00:05:01,080 --> 00:05:05,040
They also tried to ban election 
contracts, arguing quite 

84
00:05:05,040 --> 00:05:08,440
sensibly that approving them 
would effectively turn the 

85
00:05:08,440 --> 00:05:11,800
commodities regulator into an 
election cop. 

86
00:05:12,160 --> 00:05:14,800
And this is not an unreasonable 
concern. 

87
00:05:14,960 --> 00:05:18,160
If you allow people to trade 
contracts on election outcomes, 

88
00:05:18,720 --> 00:05:22,640
the CFTC is then responsible for
making sure no one is 

89
00:05:22,640 --> 00:05:26,640
manipulating those outcomes, 
which means that they now would 

90
00:05:26,640 --> 00:05:30,040
have to worry about whether an 
election has been rigged or if 

91
00:05:30,040 --> 00:05:32,280
foreign governments are getting 
involved. 

92
00:05:32,480 --> 00:05:37,080
The CFTC was set up to make sure
that wheat prices are fair. 

93
00:05:37,280 --> 00:05:41,160
Election monitoring may be even 
further outside their mandate 

94
00:05:41,160 --> 00:05:44,120
than Bitcoin. 
One way or another, the 

95
00:05:44,120 --> 00:05:47,480
prediction market platforms 
decided to push back. 

96
00:05:47,760 --> 00:05:51,520
They took the regulator to 
court, arguing that predicting 

97
00:05:51,520 --> 00:05:56,080
an election is not gaming, and 
somewhat surprisingly, a federal

98
00:05:56,080 --> 00:05:59,600
judge agreed with them. 
Having established the right to 

99
00:05:59,600 --> 00:06:03,360
offer election contracts, the 
prediction market platforms 

100
00:06:03,360 --> 00:06:06,080
naturally decided to push their 
luck. 

101
00:06:06,400 --> 00:06:08,800
Their logic is fairly 
straightforward. 

102
00:06:08,920 --> 00:06:12,560
If a presidential election is 
just an event, then a football 

103
00:06:12,720 --> 00:06:15,960
game is surely also just an 
event too. 

104
00:06:16,320 --> 00:06:20,320
So earlier this year Kalci began
self certifying sports 

105
00:06:20,320 --> 00:06:23,160
contracts. 
They started offering bets on 

106
00:06:23,160 --> 00:06:26,000
the Super Bowl, the NBA and the 
Masters. 

107
00:06:26,240 --> 00:06:30,400
I say bets, but Kalci would 
obviously prefer if I said event

108
00:06:30,400 --> 00:06:33,280
contracts. 
The distinction is important to 

109
00:06:33,280 --> 00:06:38,080
them, if not to anyone else. 
This came as something of a 

110
00:06:38,080 --> 00:06:41,120
surprise to the individual 
American states. 

111
00:06:41,280 --> 00:06:45,040
Since the Supreme Court struck 
down the federal ban on sports 

112
00:06:45,040 --> 00:06:49,400
betting in 2018, nearly 40 
states have spent a great deal 

113
00:06:49,400 --> 00:06:53,760
of time and money setting up 
highly regulated, heavily taxed 

114
00:06:53,760 --> 00:06:57,520
sports betting regimes. 
They have set up state gambling 

115
00:06:57,520 --> 00:07:01,400
licenses, compliance 
departments, tax collection, the

116
00:07:01,400 --> 00:07:04,520
whole thing. 
No sooner was that done when 

117
00:07:04,520 --> 00:07:07,560
these tech companies turned up 
offering what appears to be 

118
00:07:07,560 --> 00:07:11,600
functionally identical bets, but
they're claiming that they're 

119
00:07:11,600 --> 00:07:16,440
completely exempt from state 
gambling laws and state taxes 

120
00:07:16,600 --> 00:07:19,960
because their bets are 
technically federal commodity 

121
00:07:19,960 --> 00:07:22,880
swaps. 
If you are a state gaming 

122
00:07:22,880 --> 00:07:26,120
regulator who has spent the last
six years building out a 

123
00:07:26,120 --> 00:07:29,840
licensing framework, you might 
find this argument somewhat 

124
00:07:29,840 --> 00:07:33,040
frustrating. 
A number of states have 

125
00:07:33,040 --> 00:07:36,200
responded by sending cease and 
desist letters. 

126
00:07:36,520 --> 00:07:40,400
Arizona has gone a step further 
and simply filed criminal 

127
00:07:40,400 --> 00:07:44,280
charges against Kalci for 
operating an illegal gambling 

128
00:07:44,280 --> 00:07:48,160
business, which is a bit of a 
step up from a cease and desist 

129
00:07:48,160 --> 00:07:51,440
letter. 
Ohio has taken an even more 

130
00:07:51,440 --> 00:07:55,120
creative approach. 
A company there is suing Kalci 

131
00:07:55,280 --> 00:08:00,240
using the Statute of Anne. 
This is a British law from 1710,

132
00:08:00,480 --> 00:08:04,840
passed during the reign of Queen
Anne, which allows third parties

133
00:08:04,840 --> 00:08:08,440
to sue to recover other people's
gambling losses. 

134
00:08:09,040 --> 00:08:13,800
The theory is that if Kalci is 
operating an illegal sports book

135
00:08:13,800 --> 00:08:18,560
in Ohio, any enterprising person
can sue them to get the losing 

136
00:08:18,560 --> 00:08:22,280
better's money back. 
It's the sort of 18th century 

137
00:08:22,280 --> 00:08:26,160
legal instrument that you would 
expect to find in a museum and 

138
00:08:26,160 --> 00:08:30,880
not in an active federal lawsuit
against AY combinator startup. 

139
00:08:31,200 --> 00:08:34,919
But this is where we are now. 
You might expect the federal 

140
00:08:34,919 --> 00:08:39,280
commodities regulator to step in
at this point and clarify that a

141
00:08:39,280 --> 00:08:43,520
bet on the New York Knicks is 
not, in fact, a vital financial 

142
00:08:43,520 --> 00:08:45,880
derivative. 
But they have not. 

143
00:08:46,120 --> 00:08:50,440
According to the Financial 
Times, the CFTC has mostly just 

144
00:08:50,440 --> 00:08:54,720
been avoiding the question. 
Well, it's actually a bit worse 

145
00:08:54,720 --> 00:08:57,560
than that. 
Under new administration, the 

146
00:08:57,560 --> 00:09:01,240
CFTC and the Department of 
Justice have gone to federal 

147
00:09:01,240 --> 00:09:05,160
court to block the state of 
Arizona from enforcing its 

148
00:09:05,160 --> 00:09:09,440
gambling laws against Kalci. 
So the federal government now 

149
00:09:09,440 --> 00:09:13,520
appears to be deploying its 
legal resources to defend a tech

150
00:09:13,520 --> 00:09:18,400
platform's right to operate what
Arizona considers an unlicensed 

151
00:09:18,400 --> 00:09:22,240
sports book, overriding state 
law in the process. 

152
00:09:22,440 --> 00:09:26,280
Whatever your views may be on 
prediction markets, you have to 

153
00:09:26,280 --> 00:09:30,240
agree that this is a rather 
unusual use of the Department of

154
00:09:30,240 --> 00:09:34,480
Justice's time. 
Now, if you're wondering why the

155
00:09:34,480 --> 00:09:37,480
new administration might be so 
accommodating to these 

156
00:09:37,480 --> 00:09:41,440
prediction platforms, there's 
one small detail that's probably

157
00:09:41,440 --> 00:09:44,720
worth mentioning. 
A fellow named Donald Trump 

158
00:09:44,720 --> 00:09:48,080
Junior, who seems to be some 
sort of relative of the sitting 

159
00:09:48,080 --> 00:09:52,520
president, is currently serving 
as a strategic advisor to both 

160
00:09:52,520 --> 00:09:56,080
Calci and Polymarket. 
I looked up this fellow's 

161
00:09:56,080 --> 00:09:59,760
background and he appears to 
have no real work experience in 

162
00:09:59,800 --> 00:10:04,800
either strategy or advice. 
He seems to be a reality TV star

163
00:10:04,880 --> 00:10:08,040
who also worked for his dad's 
real estate company. 

164
00:10:08,360 --> 00:10:12,240
I can't think of why they hired 
him, but I suppose it's still 

165
00:10:12,240 --> 00:10:16,520
worth noting that the President 
son advises the companies that 

166
00:10:16,520 --> 00:10:19,560
the federal government is 
currently shielding from state 

167
00:10:19,560 --> 00:10:23,000
prosecutors. 
I'm sure that it's it's all a 

168
00:10:23,000 --> 00:10:26,400
coincidence. 
Anyhow, if you ask the 

169
00:10:26,400 --> 00:10:30,280
executives at these firms why 
they deserve special treatment 

170
00:10:30,280 --> 00:10:33,920
from regulators, they won't talk
about the strategic advice 

171
00:10:33,920 --> 00:10:36,640
they've received. 
They'll instead talk about the 

172
00:10:36,640 --> 00:10:40,600
truth machine. 
The core argument in favor of 

173
00:10:40,600 --> 00:10:44,240
prediction markets is that they 
provide more accurate 

174
00:10:44,240 --> 00:10:48,840
information than traditional 
polling or expert analysis does.

175
00:10:49,160 --> 00:10:52,800
The idea is that when people 
have to back their opinions with

176
00:10:52,800 --> 00:10:55,920
their own money, they strip away
their biases. 

177
00:10:56,160 --> 00:11:00,160
They bet on what they think will
happen, not what they hope will 

178
00:11:00,160 --> 00:11:02,960
happen. 
The idea is that the market 

179
00:11:02,960 --> 00:11:06,720
absorbs all available 
information and prices and 

180
00:11:06,720 --> 00:11:09,560
objective probability of an 
event occurring. 

181
00:11:09,880 --> 00:11:13,040
It's the efficient markets 
hypothesis applied to 

182
00:11:13,080 --> 00:11:17,240
everything, not just stock 
prices, but elections, wars, 

183
00:11:17,240 --> 00:11:20,680
weather, and apparently Bad 
Bunny's wardrobe. 

184
00:11:21,040 --> 00:11:25,280
Now this might sound great in a 
university lecture hall, but the

185
00:11:25,280 --> 00:11:29,280
problem is what happens when 
these ideas meet reality? 

186
00:11:29,520 --> 00:11:33,440
Because prediction markets are 
often quite small and thinly 

187
00:11:33,440 --> 00:11:37,160
traded, it doesn't take too much
money to move the odds. 

188
00:11:37,360 --> 00:11:41,320
And if the media is treating 
those odds as objective truth, 

189
00:11:41,520 --> 00:11:45,080
then buying the odds might be a 
really efficient way of buying 

190
00:11:45,080 --> 00:11:49,000
positive press coverage. 
This has happened already. 

191
00:11:49,240 --> 00:11:53,000
During the 2012 U.S. 
presidential election, a single 

192
00:11:53,000 --> 00:11:57,880
trader lost around $7,000,000 
systematically buying contracts 

193
00:11:57,880 --> 00:12:01,600
on Mitt Romney to artificially 
inflate his chances on a 

194
00:12:01,600 --> 00:12:06,040
platform called Intrade. 
The goal wasn't to win the bet. 

195
00:12:06,240 --> 00:12:10,040
The goal was to make the race 
look closer than it actually was

196
00:12:10,320 --> 00:12:15,320
and to keep voter enthusiasm 
high, $7,000,000 is a lot of 

197
00:12:15,320 --> 00:12:20,320
money to spend on something that
isn't a bad, but as a media 

198
00:12:20,320 --> 00:12:24,680
strategy, it's not bad. 
Cable news covered in trades 

199
00:12:24,680 --> 00:12:29,360
odds constantly. 
More recently, in 2021, a 

200
00:12:29,360 --> 00:12:33,600
YouTuber named Brian Rose ran 
for Mayor of London. 

201
00:12:34,040 --> 00:12:37,600
During the campaign, he was 
accused of gaming the odds on 

202
00:12:37,600 --> 00:12:42,200
the betting exchange markets by 
allegedly having people place 

203
00:12:42,200 --> 00:12:46,360
bets on his unlikely victory. 
He could then point to those 

204
00:12:46,360 --> 00:12:50,600
betting markets as evidence that
he was a serious candidate with 

205
00:12:50,600 --> 00:12:54,240
real momentum, which journalists
then reported. 

206
00:12:54,680 --> 00:12:59,080
So if a wealthy individual or a 
political campaign can spend a 

207
00:12:59,080 --> 00:13:03,200
few $1,000,000 to move the odds 
on a thinly traded prediction 

208
00:13:03,200 --> 00:13:06,920
market, and then point to those 
odds as evidence of public 

209
00:13:06,920 --> 00:13:10,200
support, you haven't really 
built a truth machine. 

210
00:13:10,400 --> 00:13:14,040
You've built APR tool, but one 
that comes with a chart. 

211
00:13:14,520 --> 00:13:18,800
So if prediction markets are not
entirely reliable as truth 

212
00:13:18,800 --> 00:13:21,440
machines, what are they actually
for? 

213
00:13:22,120 --> 00:13:25,960
To understand the current boom, 
it helps to look at the broader 

214
00:13:25,960 --> 00:13:29,200
shift in retail investing over 
the last few years. 

215
00:13:29,560 --> 00:13:33,840
Dimitri Kofinis of the Hidden 
Forces podcast uses the term 

216
00:13:33,840 --> 00:13:37,600
financial nihilism to describe 
what's been going on. 

217
00:13:37,920 --> 00:13:42,000
The idea is the traditional 
paths to building wealth feel 

218
00:13:42,000 --> 00:13:45,000
increasingly out of reach for a 
lot of young people. 

219
00:13:45,240 --> 00:13:48,920
So instead of saving and 
investing carefully, they try to

220
00:13:48,920 --> 00:13:52,040
get rich quickly by putting 
money into crypto tokens 

221
00:13:52,320 --> 00:13:55,800
featuring pictures of dogs that 
were pitched to them by edgy 

222
00:13:55,800 --> 00:13:59,960
billionaires or buying shares in
bankrupt companies. 

223
00:14:00,680 --> 00:14:03,440
Prediction markets slot in 
perfectly here. 

224
00:14:03,600 --> 00:14:07,320
If you go back five years, 
crypto was the exciting product 

225
00:14:07,480 --> 00:14:11,480
that everyone was talking about.
But crypto is kind of dull 

226
00:14:11,480 --> 00:14:15,440
today. 
Bitcoin is up about 25% / 5 

227
00:14:15,440 --> 00:14:19,960
years, which sounds OK until you
realize that a money market fund

228
00:14:19,960 --> 00:14:24,560
paying 4% with no at all would 
have gotten you most of the way 

229
00:14:24,560 --> 00:14:27,520
there. 
Your dad has achieved triple the

230
00:14:27,520 --> 00:14:31,440
return of Bitcoin over the last 
five years with his index fund, 

231
00:14:31,600 --> 00:14:35,120
and he didn't have to check his 
phone at 3:00 in the morning or 

232
00:14:35,120 --> 00:14:38,320
pretend to understand what a 
layer 2 roll up is. 

233
00:14:38,800 --> 00:14:42,360
Michael Saylor is desperately 
trying to make crypto seem 

234
00:14:42,360 --> 00:14:46,240
exciting again by structuring 
leveraged payouts that could 

235
00:14:46,240 --> 00:14:50,920
give you a return of 10% or wipe
you out entirely, which might 

236
00:14:50,920 --> 00:14:53,800
not be the kind of excitement 
most people need. 

237
00:14:54,200 --> 00:14:57,000
At least with prediction 
markets, you can watch the 

238
00:14:57,000 --> 00:15:00,400
sports you've bet on and have 
something exciting to talk 

239
00:15:00,400 --> 00:15:04,280
about, like the fact that 
someone just bet $100,000 that 

240
00:15:04,280 --> 00:15:08,360
the US government will announce 
the existence of aliens at some 

241
00:15:08,360 --> 00:15:12,320
point this year. 
The problem with all of this is 

242
00:15:12,320 --> 00:15:16,240
that whenever a large pool of 
enthusiastic retail money shows 

243
00:15:16,240 --> 00:15:20,520
up somewhere, the professionals 
are usually not far behind. 

244
00:15:21,000 --> 00:15:24,400
According to the Financial 
Times, large quantitative 

245
00:15:24,400 --> 00:15:29,200
trading firms like Susquehanna 
and DRW, firms that normally act

246
00:15:29,200 --> 00:15:33,160
as market makers on stock 
exchanges, are now setting up 

247
00:15:33,160 --> 00:15:35,640
dedicated prediction market 
desks. 

248
00:15:36,120 --> 00:15:39,320
They're reportedly paying 
traders base salaries of 

249
00:15:39,320 --> 00:15:44,280
$200,000 a year to build 
algorithms that systematically 

250
00:15:44,280 --> 00:15:47,800
identify mispriced contracts on 
these platforms. 

251
00:15:48,080 --> 00:15:51,400
So on one side of the trade, you
have a person betting on the 

252
00:15:51,400 --> 00:15:55,240
Super Bowl because it seemed 
like fun, and on the other side 

253
00:15:55,240 --> 00:15:58,840
you have a machine that does 
this 24 hours a day and never 

254
00:15:58,840 --> 00:16:02,520
gets excited about anything. 
This brings us to what the 

255
00:16:02,520 --> 00:16:06,160
gambling industry calls the 
sharks and fish problem. 

256
00:16:06,480 --> 00:16:10,720
In the early 2000s, there was a 
huge boom in online poker. 

257
00:16:10,960 --> 00:16:15,120
Millions of amateurs. 
The fish logged on to play, but 

258
00:16:15,120 --> 00:16:18,800
it didn't take long for the 
professionals or the sharks to 

259
00:16:18,800 --> 00:16:21,720
show up. 
The professionals didn't play 

260
00:16:21,720 --> 00:16:23,880
for fun. 
They played the odds 

261
00:16:23,880 --> 00:16:28,000
methodically, and eventually 
they deployed bots to do it for 

262
00:16:28,000 --> 00:16:31,440
them around the clock. 
The survival time of new 

263
00:16:31,440 --> 00:16:35,440
recreational player on these 
sites was eventually reduced to 

264
00:16:35,640 --> 00:16:39,240
not very long. 
The amateurs worked out that 

265
00:16:39,240 --> 00:16:41,800
they were no longer really 
playing a game. 

266
00:16:42,000 --> 00:16:45,640
They were donating their money 
to a server farm in New Jersey. 

267
00:16:45,880 --> 00:16:49,600
They stopped logging in, the 
liquidity dried up and the whole

268
00:16:49,680 --> 00:16:53,760
ecosystem collapsed. 
The sharks had eaten all of the 

269
00:16:53,760 --> 00:16:58,400
fish and then starved. 
Today prediction markets are 

270
00:16:58,400 --> 00:17:01,960
full of retail money and the 
platforms are growing quickly. 

271
00:17:02,120 --> 00:17:05,920
But unlike trading a meme stock 
where the price is just whatever

272
00:17:05,920 --> 00:17:09,560
the next person is willing to 
pay, an event contract 

273
00:17:09,560 --> 00:17:12,760
eventually resolves to either 
true or false. 

274
00:17:12,920 --> 00:17:16,960
There is an actual answer. 
And if you're a retail trader 

275
00:17:16,960 --> 00:17:20,920
betting on a geopolitical event 
based on a feeling, and the 

276
00:17:20,920 --> 00:17:24,160
person on the other side of your
trade is a gamma neutral 

277
00:17:24,160 --> 00:17:28,640
algorithm being run by a multi 
$50 billion hedge fund, the odds

278
00:17:28,640 --> 00:17:33,040
are not in your favor. 
This is not a skill gap that can

279
00:17:33,040 --> 00:17:35,120
be closed by doing more 
research. 

280
00:17:35,320 --> 00:17:39,480
It's a structural disadvantage. 
When the quants have extracted 

281
00:17:39,480 --> 00:17:43,600
enough money from the retail 
public, the excitement will wear

282
00:17:43,600 --> 00:17:45,840
off. 
The platforms will likely be 

283
00:17:45,840 --> 00:17:49,680
left with sports betting, which 
the states will eventually 

284
00:17:49,680 --> 00:17:54,200
either regulate or shut down, 
and a few novelty contracts that

285
00:17:54,200 --> 00:17:56,920
exist entirely for marketing 
purposes. 

286
00:17:57,160 --> 00:18:00,360
You'll still be able to bet on 
whether Bad Bunny wears a dress 

287
00:18:00,360 --> 00:18:04,240
to a football match, but the 
truth machine will be mostly 

288
00:18:04,240 --> 00:18:07,800
empty. 
Now, in fairness, there is one 

289
00:18:07,800 --> 00:18:10,880
thing prediction markets do 
better than the traditional 

290
00:18:10,880 --> 00:18:13,920
alternative. 
If you walk into a sports book 

291
00:18:13,920 --> 00:18:18,200
or open a DraftKings account and
you start winning consistently, 

292
00:18:18,360 --> 00:18:22,800
the sports book will reduce your
bet size, restrict which markets

293
00:18:22,800 --> 00:18:26,120
you can access, or simply close 
your account. 

294
00:18:26,360 --> 00:18:30,160
This is standard practice. 
The house is your counterparty, 

295
00:18:30,320 --> 00:18:32,800
and a winning better is bad for 
business. 

296
00:18:32,960 --> 00:18:36,560
Several states have tried to 
pass laws making this illegal, 

297
00:18:36,720 --> 00:18:39,240
which tells you how widespread 
it is. 

298
00:18:39,680 --> 00:18:43,840
Prediction markets don't do this
because the platform isn't your 

299
00:18:43,840 --> 00:18:46,840
counterparty, it's a 
peer-to-peer exchange. 

300
00:18:47,000 --> 00:18:51,040
It just matches buyers and 
sellers and takes a small fee. 

301
00:18:51,400 --> 00:18:54,320
If you're winning, the platform 
doesn't care. 

302
00:18:54,440 --> 00:18:57,600
Someone on the other side of 
your trade is losing, and the 

303
00:18:57,600 --> 00:19:00,120
platform collects its fee either
way. 

304
00:19:00,360 --> 00:19:04,480
So in that sense, prediction 
markets are structurally fairer 

305
00:19:04,480 --> 00:19:07,480
than sports books. 
Of course, the reason you're 

306
00:19:07,480 --> 00:19:10,680
winning on a prediction market 
is most likely that you're a 

307
00:19:10,680 --> 00:19:15,040
quantitative algorithm, so this 
is primarily good news for 

308
00:19:15,120 --> 00:19:19,000
quantitative algorithms. 
The traditional sports books 

309
00:19:19,160 --> 00:19:21,560
have noticed all of this, by the
way. 

310
00:19:21,880 --> 00:19:25,400
DraftKings, FanDuel, and 
Fanatics have all quietly 

311
00:19:25,400 --> 00:19:28,520
launched their own prediction 
market products while 

312
00:19:28,520 --> 00:19:33,800
simultaneously spending $48 
million on a super PAC to push 

313
00:19:33,800 --> 00:19:37,680
for sports betting legalization 
in states like Texas and 

314
00:19:37,680 --> 00:19:40,080
Georgia. 
So they're fighting prediction 

315
00:19:40,080 --> 00:19:43,360
markets with one hand and 
copying them with the other, 

316
00:19:43,520 --> 00:19:47,360
which is a reasonably common 
strategy in American business. 

317
00:19:47,760 --> 00:19:51,600
If you are a retail trader who's
tired of losing money to hedge 

318
00:19:51,600 --> 00:19:55,040
fund algorithms, you might be 
tempted to look for an edge. 

319
00:19:55,240 --> 00:19:58,320
In traditional financial 
markets, acquiring non public 

320
00:19:58,320 --> 00:20:02,520
material information and trading
on it will generally result in a

321
00:20:02,520 --> 00:20:05,600
conversation with the 
authorities and eventually a 

322
00:20:05,600 --> 00:20:07,920
lengthy stay in a federal 
facility. 

323
00:20:08,120 --> 00:20:12,000
In prediction markets, however, 
insider trading is often 

324
00:20:12,000 --> 00:20:16,240
described by proponents as a 
feature, not a bug. 

325
00:20:16,600 --> 00:20:20,440
That's right, a feature. 
If we look at recent events, 

326
00:20:20,640 --> 00:20:23,840
this feature appears to be 
working remarkably well. 

327
00:20:24,080 --> 00:20:28,320
Last summer, a polymarket user 
operating under the pseudonym 

328
00:20:28,520 --> 00:20:33,840
Rico Suave 666 made a series of 
highly precise and highly 

329
00:20:33,840 --> 00:20:37,880
lucrative bets regarding the 
exact timing of military strikes

330
00:20:37,880 --> 00:20:41,440
in the Middle East. 
It later turned out that Rico 

331
00:20:41,440 --> 00:20:46,480
Suave 666 was not just a very 
astute reader of geopolitical 

332
00:20:46,480 --> 00:20:49,440
tea leaves. 
The Israeli government arrested 

333
00:20:49,440 --> 00:20:53,720
two men, including an army 
reservist, for allegedly placing

334
00:20:53,720 --> 00:20:56,840
bets using classified military 
intelligence. 

335
00:20:57,280 --> 00:21:01,480
So to be clear, a soldier would 
advance knowledge of when bombs 

336
00:21:01,480 --> 00:21:05,320
were going to be dropped. 
Use that information to win 

337
00:21:05,320 --> 00:21:09,560
money on what is essentially A 
crypto gambling website, which 

338
00:21:09,560 --> 00:21:13,240
is not really what people have 
in mind when they talk about the

339
00:21:13,240 --> 00:21:17,240
wisdom of crowds. 
We saw something similar with 

340
00:21:17,240 --> 00:21:21,480
the capture of Nicolas Maduro. 
Shortly after the United States 

341
00:21:21,480 --> 00:21:25,840
announced the operation, someone
placed a series of very large 

342
00:21:25,840 --> 00:21:29,400
and very confident bets on 
Polymarket that he would be 

343
00:21:29,400 --> 00:21:33,840
removed from office, walking 
away with a few $100,000. 

344
00:21:34,040 --> 00:21:37,560
It's not clear who placed those 
bets, but they appear to have 

345
00:21:37,560 --> 00:21:41,600
had a better understanding of US
foreign policy than most of the 

346
00:21:41,840 --> 00:21:45,200
US Senate. 
Now, if you ask the operators 

347
00:21:45,200 --> 00:21:49,200
and advocates of these markets 
about this sort of thing, they 

348
00:21:49,200 --> 00:21:53,440
are surprisingly relaxed. 
They argue that insider trading 

349
00:21:53,440 --> 00:21:57,160
is actually a good thing. 
The logic is that the insider 

350
00:21:57,160 --> 00:22:00,880
brings valuable information to 
the market, which makes the 

351
00:22:00,880 --> 00:22:05,040
price more accurate. 
The market absorbs the leak, the

352
00:22:05,040 --> 00:22:09,200
odds adjust, and society gets a 
more accurate forecast. 

353
00:22:09,680 --> 00:22:13,560
This, they say, is the truth 
machine working exactly as 

354
00:22:13,560 --> 00:22:17,080
intended. 
It's a rather creative argument.

355
00:22:17,280 --> 00:22:21,600
If a military officer leaks 
classified operational plans so 

356
00:22:21,600 --> 00:22:25,320
that his friend can win a few 
$100,000 on a crypto betting 

357
00:22:25,320 --> 00:22:29,040
site, we should apparently all 
be grateful for the positive or 

358
00:22:29,040 --> 00:22:32,840
externality of slightly more 
accurate price discovery. 

359
00:22:33,080 --> 00:22:36,240
I'm sure that the soldiers 
involved in those operations 

360
00:22:36,400 --> 00:22:40,200
would be reassured to learn that
their safety was compromised in 

361
00:22:40,200 --> 00:22:42,840
the noble pursuit of market 
efficiency. 

362
00:22:43,160 --> 00:22:47,360
The reason insider trading is 
banned in the stock market is 

363
00:22:47,360 --> 00:22:50,560
fairly simple. 
If ordinary investors believe 

364
00:22:50,560 --> 00:22:54,960
the game is rigged, that only 
insiders can win, they will stop

365
00:22:54,960 --> 00:22:57,640
investing. 
And if people stop investing, 

366
00:22:57,840 --> 00:23:01,880
companies can't raise capital to
build factories, fund research, 

367
00:23:01,880 --> 00:23:05,640
or hire workers. 
The whole system depends on 

368
00:23:05,640 --> 00:23:09,600
participants knowing that the 
market is at least roughly fair.

369
00:23:10,440 --> 00:23:14,240
One of the reasons the US 
economy has been so successful 

370
00:23:14,240 --> 00:23:18,320
over the last 90 years is that 
it's had some of the best 

371
00:23:18,320 --> 00:23:22,640
institutions in the world, fair 
securities regulation, good 

372
00:23:22,640 --> 00:23:26,120
consumer protections, and a 
functioning legal system. 

373
00:23:26,360 --> 00:23:30,520
Americans invest confidently 
because they broadly trust the 

374
00:23:30,520 --> 00:23:35,600
system, and American businesses 
have access to capital because 

375
00:23:35,600 --> 00:23:38,000
investors are willing to put 
money in. 

376
00:23:38,360 --> 00:23:41,560
In countries where investors 
know they'll be ripped off, they

377
00:23:41,560 --> 00:23:45,880
behave like the fish on the 
poker websites did and log off. 

378
00:23:46,120 --> 00:23:49,120
This is extremely economically 
harmful. 

379
00:23:49,480 --> 00:23:52,800
Prediction markets don't raise 
capital for anything. 

380
00:23:53,000 --> 00:23:56,320
They don't fund new businesses 
or build infrastructure. 

381
00:23:56,520 --> 00:24:00,040
They just move money from the 
pockets of retail betters into 

382
00:24:00,040 --> 00:24:04,240
the pockets of quantitative 
algorithms and apparently people

383
00:24:04,240 --> 00:24:08,080
with high level security 
clearances, which is a rather 

384
00:24:08,080 --> 00:24:11,560
elegant system if you think 
about it, just not for the 

385
00:24:11,560 --> 00:24:15,000
retail betters. 
You might think that it doesn't 

386
00:24:15,000 --> 00:24:17,080
matter. 
Prediction markets aren't the 

387
00:24:17,080 --> 00:24:20,480
stock market. 
But if this market is overseen 

388
00:24:20,480 --> 00:24:24,000
by the same securities and 
commodities regulators that 

389
00:24:24,000 --> 00:24:27,960
oversee investment markets, and 
the public decide that it's all 

390
00:24:27,960 --> 00:24:31,760
rigged, they might not just log 
off from prediction markets. 

391
00:24:31,920 --> 00:24:35,560
They might start to wonder if 
the entire system is rigged too.

392
00:24:35,840 --> 00:24:40,200
And that kind of distrust, once 
it sets in, is very difficult to

393
00:24:40,200 --> 00:24:43,600
reverse. 
So if the retail better is 

394
00:24:43,600 --> 00:24:47,120
structurally disadvantaged 
against quantitative hedge funds

395
00:24:47,120 --> 00:24:50,600
and people with high level 
security clearances, the obvious

396
00:24:50,600 --> 00:24:54,760
question is what happens to them
when their money runs out. 

397
00:24:55,280 --> 00:24:59,040
Since 2018, when the Supreme 
Court cleared the way for states

398
00:24:59,040 --> 00:25:02,720
to legalize sports betting, the 
United States has essentially 

399
00:25:02,720 --> 00:25:06,520
been running a large scale 
experiment in what happens when 

400
00:25:06,520 --> 00:25:10,160
you make it very easy for people
to gamble from their phones. 

401
00:25:10,520 --> 00:25:13,840
Now that we've added prediction 
markets to the mix, that 

402
00:25:13,840 --> 00:25:18,040
experiment has now been expanded
to cover politics, pop culture 

403
00:25:18,040 --> 00:25:22,440
and monetary bets. 
You can now lose money on almost

404
00:25:22,440 --> 00:25:26,800
anything at any time of the day 
without even getting out of bed.

405
00:25:27,120 --> 00:25:31,280
The results of this experiment 
are starting to come in too, and

406
00:25:31,280 --> 00:25:34,640
they are not great. 
Recent academic researcher 

407
00:25:34,640 --> 00:25:38,600
highlighted by The Economist 
shows that the introduction of 

408
00:25:38,600 --> 00:25:42,480
online betting in a state is 
associated with a roughly 12 

409
00:25:42,480 --> 00:25:46,440
point drop in average credit 
scores, along with higher rates 

410
00:25:46,440 --> 00:25:49,560
of personal bankruptcy and loan 
delinquencies. 

411
00:25:50,240 --> 00:25:53,800
If you make it incredibly easy 
for people to gamble from their 

412
00:25:53,800 --> 00:25:58,320
smartphones 24 hours a day, it 
turns out that a rather large 

413
00:25:58,320 --> 00:26:02,720
number of them will do exactly 
that, right up until the point 

414
00:26:02,720 --> 00:26:04,640
where their credit cards are 
declined. 

415
00:26:04,840 --> 00:26:09,120
Now, you could argue that adults
in a free society should be able

416
00:26:09,120 --> 00:26:12,840
to spend their money however 
they like, and I mostly agree 

417
00:26:12,840 --> 00:26:15,160
with that. 
I don't want to be told how I 

418
00:26:15,160 --> 00:26:17,480
can spend my money. 
It's mine. 

419
00:26:17,680 --> 00:26:21,200
If someone wants to bet their 
rent money on a basketball game 

420
00:26:21,400 --> 00:26:25,320
or the exact date of a Federal 
Reserve rate cut, that's their 

421
00:26:25,320 --> 00:26:28,200
right. 
The prediction market platforms 

422
00:26:28,200 --> 00:26:32,040
would certainly agree with this.
They describe themselves as 

423
00:26:32,040 --> 00:26:35,840
neutral marketplaces 
facilitating price discovery, 

424
00:26:36,040 --> 00:26:39,800
which is a very dignified way of
describing a website where you 

425
00:26:39,800 --> 00:26:42,200
can bet on whether it'll snow in
April. 

426
00:26:42,800 --> 00:26:45,440
The problem is that when 
millions of people 

427
00:26:45,440 --> 00:26:49,480
simultaneously damage their 
personal finances, it stops 

428
00:26:49,480 --> 00:26:53,200
being a private problem. 
Loans start to go unpaid, 

429
00:26:53,360 --> 00:26:56,560
mortgages default, and 
eventually the costs get 

430
00:26:56,560 --> 00:26:59,200
absorbed by the broader 
financial system. 

431
00:26:59,440 --> 00:27:03,480
And the individuals who fall 
into bankruptcy end up relying 

432
00:27:03,480 --> 00:27:08,120
on state and federal safety Nets
funded by taxpayers who in many 

433
00:27:08,120 --> 00:27:12,400
cases were sensible enough not 
to gamble their rent money on a 

434
00:27:12,400 --> 00:27:15,160
basket basketball game. 
So when you look at the 

435
00:27:15,160 --> 00:27:18,920
mechanics of the whole thing, 
prediction markets start to look

436
00:27:18,920 --> 00:27:22,400
less like a truth machine and 
more like a wealth transfer 

437
00:27:22,400 --> 00:27:25,760
mechanism. 
The platform takes a transaction

438
00:27:25,760 --> 00:27:29,720
fee, the quantitative algorithms
extract capital from retail 

439
00:27:29,720 --> 00:27:34,160
betters, the insiders extract 
capital from everyone, and 

440
00:27:34,160 --> 00:27:37,920
society picks up the tab for the
bankruptcies and the unpaid 

441
00:27:37,920 --> 00:27:40,760
bills. 
It's a wonderful business model 

442
00:27:40,920 --> 00:27:43,720
for everyone except the people 
using it. 

443
00:27:44,240 --> 00:27:48,520
Look, prediction markets are not
going to destroy the American 

444
00:27:48,520 --> 00:27:51,960
financial system. 
The stock market survived bucket

445
00:27:51,960 --> 00:27:56,880
shops in the 1920s, penny stock 
boiler rooms in the 1980s, and 

446
00:27:56,880 --> 00:28:00,000
whatever was going on with 
crypto in 2021. 

447
00:28:00,240 --> 00:28:04,880
It'll likely survive this too. 
But it's worth noticing what has

448
00:28:04,880 --> 00:28:08,120
actually been built here. 
A set of platforms that are 

449
00:28:08,120 --> 00:28:11,720
regulated as commodity 
exchanges, advised by the 

450
00:28:11,720 --> 00:28:15,640
president's son, populated by 
hedge fund algorithms and the 

451
00:28:15,640 --> 00:28:20,720
occasional military insider, and
marketed to 25 year olds as a 

452
00:28:20,720 --> 00:28:23,160
fun way to make sports more 
exciting. 

453
00:28:23,400 --> 00:28:27,600
You can bet on elections, wars, 
the weather, and the wardrobe 

454
00:28:27,600 --> 00:28:31,720
choices of reggaeton artists. 
You just can't bet on onions 

455
00:28:31,920 --> 00:28:33,880
because that would be 
irresponsible. 

456
00:28:34,160 --> 00:28:36,480
The advocates call it a truth 
machine. 

457
00:28:36,640 --> 00:28:39,320
The states call it an illegal 
sports book. 

458
00:28:39,520 --> 00:28:42,200
The Quans call it a new source 
of alpha. 

459
00:28:42,440 --> 00:28:44,880
The retail betters call it 
entertainment. 

460
00:28:45,160 --> 00:28:49,360
The reality is probably 
somewhere between all of these A

461
00:28:49,360 --> 00:28:52,480
financial product that is too 
sophisticated to be called 

462
00:28:52,480 --> 00:28:55,560
gambling and too simple to be 
called investing. 

463
00:28:55,840 --> 00:29:00,120
Operating in a regulatory Gray 
zone that exists mainly because 

464
00:29:00,120 --> 00:29:04,080
no one in Washington can agree 
on what it actually is. 

465
00:29:04,440 --> 00:29:07,000
We haven't really invented a 
truth machine. 

466
00:29:07,120 --> 00:29:10,440
We've just found a more 
elaborate way of losing money 

467
00:29:10,600 --> 00:29:13,680
and giving it a chart. 
Thanks for tuning into this 

468
00:29:13,680 --> 00:29:16,640
week's podcast. 
The podcast is entirely 

469
00:29:16,640 --> 00:29:19,320
supported by viewers like you on
Patreon. 

470
00:29:19,480 --> 00:29:23,120
If you'd like to support it, you
can sign up using the link in 

471
00:29:23,120 --> 00:29:25,720
the show note. 
Have a great week and talk to 

472
00:29:25,720 --> 00:29:27,080
you again soon. 
Bye.

