"Tell all the Truth, but tell it slant," advised
the poet Emily Dickinson. There's a reason that the Defense Advanced
Research Projects Agency does its funding quietly. Can you imagine
how, at the height of the Vietnam War, the Senate would have reacted
to a Pentagon scheme to render the US telephone system invulnerable
to a nuclear attack by decentralizing it? The Internet would have
been shut down in 1968, as soon as its first $2.2 million for
contractors was approved.
Something like that happened last week after Senators Ron Wyden
(D-Oregon) and Byron Dorgan (D-N. Dakota) called a press conference
to denounce Pentagon plans to register a thousand traders for
an online futures exchange to be known as the "Policy Analysis
Market."
The idea of "a federal betting parlor" in which anonymous
speculators would place bets on terrorist attacks, assassinations
and coups, was ridiculous, said Dorgan -- so absurd that he had
difficulty "persuading people that the plan was not a hoax."
Four days later, under heavy criticism in the press, the Defense
Department cancelled all its research into the use of markets
as predictors of future events. Federal support will continue,
of course, in some slightly different guise. But what a sloppy
way to proceed!
Almost everybody understands that, under certain circumstances,
markets can provide valuable clues to coming events. When in 1983
Soviet Communist Party chief Yuri Andropov worried that Ronald
Reagan might be about to launch a preemptive missile assault,
he ordered KGB agents in London to monitor the spot market there
for blood -- on the grounds that a sharply rising price would
signal insider knowledge of an impending attack.
What's new is the engineering approach to the design of market
mechanisms that has developed in the past thirty years.
The practical history of intentionally designing markets to
elicit information goes back at least to William Vickrey, who
in 1961 published a provocative analysis of sealed-bid auctions
for Treasury debt in which he plumped for a version in which the
winner would pay (or receive, if the contract were for a highway
project) only the second-highest price.
The idea was to make things more difficult for those bent on
gaming the system by understating their willingness to pay. For
this, and other mechanisms designed to encourage truthful revelation
of otherwise private information, Vickrey shared the Nobel
Award in 1996. (Vanderbilt economist David Lucking-Reiley
discovered
a few years ago that auctioneers in rare stamp markets had been
using the second-price method for decades before Vickrey formally
described the way it worked.)
But it was when Vernon Smith joined Charles Plott at Caltech
in the early 1970s that experimental economics really took
off. The National Science Foundation established a number
of laboratories around the country. Smith left Pasadena for Arizona
State. But John Ledyard arrived from Northwestern University,
and Caltech remained a hotbed of exciting work on bargaining,
auctions, the provision of public goods, information aggregation,
and individual decision-making.
Smith last year shared the Nobel
Award, in recognition of a skein of work going all the way
back to the early 1950s -- and his first (failed) attempts to
replicate monopolistic competition in Edward Chamberlin's Harvard
classroom.
Perhaps the most compelling demonstration of the usefulness
of markets as devices for prediction has been developed by the
group around Robert Forsythe at the business school of the University
of Iowa over the past fifteen years. The Iowa
Electronic Markets opened for business in 1988, backed by
the National Science Foundation as a research and teaching device.
A "no-action" letter from CFTC chairman Wendy Gramm
was required.
The idea behind the small-stakes, real-money futures market
was to permit traders to design and trade contracts based on the
electoral prospects of political candidates and, in due course,
financial events (the Computer Industry Returns Market) and economic
indicators (the Federal Reserve Monetary Policy Market). Too bad
the Iowans never designed a futures contract on California energy
policy!
There are no high rollers in Iowa City -- accounts are accepted
of as little as $5 to no more than $500. You can make money buying,
say, Howard Dean futures at the Democratic convention or Congressional
seat-share contracts -- but you can loose it, too.
Note that such "decision markets" are practically
the opposite of an opinion poll. There is nothing representative
about their traders -- in the Iowa market they are overwhelming
male, well-educated, high-income and young (average age 30). They
may not even be registered to vote. Their trades merely sum up
what they know, or think they know, about the likely outcome of
the election.
Yet in a careful study
published three years ago, of outcomes for 49 markets covering
41 elections in 13 countries over the course of a dozen years,
the Iowa organizers found their markets consistently outperformed
opinion polls in terms of average error, and in a few cases --
the 1988 and 1992 presidential elections -- dramatically outperformed
the polls.
Why? Because, where money is at stake, markets aggregate and
summarize a great deal of disparate information about pending
events that may affect a particular price -- oil, for instance,
orange juice, or even blood. No longer is it controversial to
set up small money markets to elicit information about the prospects
of athletes' abilities, actors' reputations or film receipts.
The interesting questions now all have to do with how those markets
can be gamed.
(Incidentally, Slate magazine outdid itself last week with three
sophisticated takes on the controversy by Daniel Gross,
James Surowiecki
and Brendan Koerner
-- a reassuring assertion of its franchise as journalism's best
online magazine.
(The New York Times, on the other hand, which led the charge
against the experimental market, editorialized
Wednesday that "The time has obviously come to send John
Poindexter packing and to shut down the wacky espionage operation
he runs at the Pentagon."
("Quite apart with the tone-deafness of equating terrorist
attacks with, say, corn futures, the plan would allow speculators
-- even terrorists -- to profit from anonymous bets on future
events.
("The project's theoretical underpinnings are equally absurd.
Markets do not always operate perfectly in the larger world of
stocks and bonds," The Times informed its readers. "The
idea that they can reliably forecast the behavior of isolated
terrorists is ridiculous."
(The next day, The Times' business section ran an exemplary
explainer
of why the market in terrorism indicators was a good idea,
by Berkeley economist and Times columnist Hal Varian.)
The prospectus for the Policy Analysis Market that abruptly
vanished from the Web last week was, by all accounts, a glowing
invitation to the public relations disaster that befell it --
a handful of Web pages describing in lurid terms the looming opportunity
to go long on germ warfare or, perhaps, to short a particular
king. The exchange was to have begun registering an initial thousand
traders last Friday, to begin trading October 1.)
In fact, the choice of contracts to be traded on the PAM would
have been up to market participants. Chances are they would have
come up with something more sophisticated and valuable than a
classic "dead pool." The plan had been to use the Economist
Intelligence Unit's country political instability index as a basis
for trading contracts.
It turns out that two companies had futures markets contracts
with DARPA. Only one made it into the news -- San Diego's Net
Exchange, founded in 1994 by Caltech's Ledyard to give advice
on high-stakes spectrum auctions. It was Net Exchange's web page
that caused the ruckus, and its consultant, a remarkable George
Mason University economist named Robin
Hanson, who handled much of the explaining after the fact.
The other contract belonged to MarTek,
whose principals are the founders of the Iowa Electronic Market.
It was MarTek that organized the DARPA conference
last year at which the new possibilities were discussed. Its scientists
often have advocated a lower-key approach to the creation of prediction
markets, including the use of small private markets, in which
the only eligible traders would have been employees of various
competing government security agencies.
(Similar experimental markets among corporate insiders are beginning
to show significantly better track records forecasting quarterly
sales than do official reporting channels.)
There's no doubt the government will try again -- the new techniques
are too interesting to ignore. How about a decision market for
various approaches to a new and uncertain R&D program? To
the allocation of resources within a university? Among military
units in the field? First, however, there is plenty of blame to
go around.
Retired Rear Admiral John Poindexter, controversial since his
days as Ronald Reagan's National Security Adviser, is the designated
fall guy. He will leave his senior DARPA position in the autumn.
Another manager with egg on his face is Michael Foster, the DARPA
official in charge of the futures project. Caltech's approach
from the beginning was characterized by more than a little swagger
and brag. The Iowa crowd, with its fifteen year track-record,
gets off scot-free.
The great irony is that the flap should occur just a week after
the release of a Congressional report delineating various failures
of the Army, Air Force, Navy, Marines, State Department, FBI,
CIA, Defense Information Agency, National Security Agency and
various other security agencies to share the scraps of intelligence
that each had collected in the years before 9/11.
It's not that markets are perfect. There is, however, reason
to believe that properly-designed prediction markets can do a
somewhat better job pooling information about possible outcomes
than can committee meetings of bureaucrats and inter-service rivals
whose nature is to seek to one-up one another. Political decision-makers
should have access to both kinds of forecasts.
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