Post Prediction Markets

Google Futures

Thursday, September 22nd, 2005

Google announced they’re using prediction markets internally:

The markets were designed to forecast product launch dates, new office openings, and many other things of strategic importance to Google. So far, more than a thousand Googlers have bid on 146 events in 43 different subject areas (no payment is required to play).

Very cool. However, I wonder about their accuracy of prices graph. It isn’t clear when the prices graphed were taken relative to the events predicted. It appears that very low probability events are overpriced and very high probability events are underpriced, as on the Foresight Exchange.

Prediction markets should become a standard groupware feature.

On the subject of punditry, i.e., predictions made without consequence for the predictor, Art Hutchinson has claimed over the past several months that use of internal prediction markets is on the upswing. I said so in January. :-)

Three open source prediction market software options

Monday, August 29th, 2005

In May there were none.

The software that has run Foresight Exchange for many years (and soon a political market) was open sourced today (under an odd license).

Zocalo had a new release last week.

FreeMarket seems to have been available for a little over a month.

For the heck of it, compare the one item represented by claims on both FX and FreeMarket’s demo: Gas$3 and $3 for a gallon of gas respectively. The FX claim is trading lower (about 30 versus about 35) even though for it to pay off gas must reach $3 by 2005-12-26 while the FreeMarket demo claim pays if gas reaches $3 by 2006-08-18.

FX is still the only site with remotely interesting claims. Hopefully all these packages will directly support conditional claims one day soon (Zocalo has plans) and the sites that use them will get more interesting as a result.

Update 20050830: The first sentence above is wrong. Chris Masse’s list reminded me of Peter McCluskey‘s U.S. Idea Futures Market from 1999 (I didn’t realize until now that the source has been available). Check out USIFEX’s excellent FAQ on What are conditional claims and how do they work?

Predict what will be free

Thursday, August 4th, 2005

Jimmy Wales, guest blogging at Lessig’s, has started what promises to be an interesting series of posts on ten things that will be free (as in free software):

[T]his is not a dream list of things which I hope through some magic to become free, but a list of things which I believe are solvable in reality, things that will be free. Anyone whose business model for the next 100 years depends on these things remaining proprietary better watch out: free culture is coming to get you.

For each of the ten, I will try to give some basic (and hopefully not too ambiguous) definitions for what it will mean for each of them to be “solved”, and we can all check back for the next 25 or 50 years to see how we are doing.

In a subsequent post Wales is even more explicit:

[T]he point of naming the list “will be free” rather than “should be free” or “must be free” is that I am making concrete predictions rather than listing a pie in the sky list of things I wish to see.

I’d love to see similar (but shorter term and more thoroughly specified) predictions as claims on a prediction market. With the right set of claims we can more easily talk about, and plan for, which things are more likely to be free, and when.

Thus far Wales has predicted encyclopedias and curricula will be free. I can’t think of any segments that I am fairly certain will be free, are associated with large businesses, and have not already been alluded to in the comments on his first post.

However, regarding widely deployed software (e.g., operating systems, productivity applications) I have a theory explaining why it will be free: Microsoft Windows and Office have a half life–eventually a release of each will be a failure, at which point the only viable alternaives will be free, and any non-free alternaitves will face slow death–think commercial Unixes in the face of Linux. I’m not going to stand by this theory–it probably assumes too little change, of any sort.

Supreme Dick

Wednesday, July 6th, 2005

Dear Temporary Dictator 43,

Start thinking about your “legacy.” Nominate a respected intellect to the supreme court. Richard Posner would do famously. He has some stupid ideas compatible with your own but probably has more sense than anyone else possibly on your radar. More importantly for your legacy, he is held in greater respect than anyone else you could hope to nominate.

If you just can’t bear Posner’s opposition to a “partial birth” abortion ban, choose Alex Kozinski.

However, you should ignore demands from your social conservative supporters for payback in a nominee. Think about your legacy, not the next election–you’re not running.

Unfortunately bettors at the Trade Exchange Network aren’t giving Kozinski much chance (current bid/ask is 0.2/2.9) and Posner isn’t listed (I just suggested that he be). Beat expectations, boost your legacy!

For this post’s title, apologies to Dick Posner and the Supreme Dicks, a great 1990s band that rocked like the Sun City Girls on quaaludes.

Aubrey de Grey at Stanford

Sunday, June 12th, 2005

Biogerontologist Aubrey de Grey gave lectures at Stanford Thursday evening and Friday morning. de Grey laid out his argument for life extension research at the first talk. My brief summary:

  • There are seven changes at the cellular level that accumulate and eventually cause pathology.
  • No new such changes have been discovered in over twenty years despite massively increased capability to study organisms at the cellular level in that time; seven is probably it.
  • All seven changes should be repairable at the cellular level.
  • Repair damange below levels that cuase pathology, goodbye aging.
  • If an individual lives through the first breakthrough that extends lifespan by decades they will probably survive through the next, and the next… Hello, indefinite lifespan.
  • Aging and death are barbaric and must be stopped.

de Grey calls the second to last point “escape velocity” and presented at least two arguments for it:

  • Once a breakthrough is made, science progresses in a relatively straightforward and rapid fashion for awhile.
  • Other primates’ aging is very similar to humans’, only at least twice as fast. There is time to discover and cure any new disease of extended life before any humans get it.

The second talk, apparently more intended for biologists, was a repeat of the first to a disappointing extent. I was prepared to understand very little, but de Grey only spoke for awhile on one of his proposed solutions to one of the seven types of damage–extracellular junk. The solution takes a cue from bioremediation: find microbes that break down the extracellular junk. Where? Human remains of course. From Appropriating microbial catabolism: a proposal to treat and prevent neurodegeneration:

Soil microbes display astonishing catabolic diversity, something exploited for decades in the bioremediation industry. Environments enriched in human remains impose selective pressure on the microbial population to evolve the ability to degrade any recalcitrant, energy-rich human material. Thus, microbes may exist that can degrade these lysosomal toxins. If so, it should be possible to isolate the genes responsible and modify them for therapeutic activity in the mammalian lysosome.

Neat idea. Later de Grey said that this idea is the easiest to explain to non-specialists and that the others that he has personally worked on would have required far longer to introduce than the hour lecture format allowed.

de Grey is attempting to jump start anti-aging interventions with the Methuselah Mouse Prize[s] for extending the lifespan of mice, inspired by the X Prize. His “engineering” approach sounds good to me and I wholly endorse the goal of defeating aging. I will donate more once more information is provided about the participating scientists and their mice–not much is available at this point.

There are four (unfortunately not real money) claims related to the M Prize. Three directly concern the prize:

Methuselah Mouse Postponement. Predicting a 2929 day old mouse by 2010/01/01. The current record is 1819 days.

Methuselah Mouse Post up 1 yr. Says there’s a 2/3 chance of a 2284 day old mouse by 2012/11/01. That doesn’t seem to jibe with MMPost above (time to short MMPost I think). [Correction 20060102: I misread the claim. As of 20050612 it predicted a 2284 day old mouse on 2010/02/01, which still didn’t jibe with MMPost, though the discrepancy was not as bad as I thought]

Methuselah Mouse Reversal<2015. The wording of this claim could be better (the current prize holder is for 1551 days, the claim would pay 1 if 3102 day old mice were obtained by 2015/01/01). Last trade at .67, predicting a 2590 day old mouse with anti-aging interventions only begun late in life within 10 years.

Immortality in mammal by 2015. Not really immortality, but three times a species’s maximum life span as of 1996. Possibly the world’s oldest mouse in 1996 was just shy of four years. If so, this claim would predict a less than one in five chance of a 4380 day old mouse by 2015/12/31. (Another mammilian species could meet this claim.)

It would be very interesting to see versions of the above claims conditioned on the M Prize reaching some fundraising goal.

Zocalo experiment

Saturday, June 11th, 2005

Friday afternoon I saw a demo by Chris Hibbert of Zocalo, to be an open source platform for running markets. The demo involved playing an apparently classic experimental economics game originally run by Charles Plott.

The game was extremely simple, but more educational for me regarding the methods of experimental economics than having read the occasional popular account over the years. I imagine that such games could be useful in basic education. The dynamics of power seem more intuitive than the dynamics of exchange, yet the former (politics, war and history seen through their lens) gets far more time (possibly this has something to do with the phenomenon of overestimating market failure and underestimating political failure). Perhaps in the near future youth participation in virtual world economies will help fill this educational gap.

Also of note: As of the demo Zocalo is built on mod_pubsub (roughly javascript client in browser keeps http connection open to server, allowing real time updates, no polling and no flash, java or similar required) and has a cool logo. I look forward to the results of further development.

Read the white paper: Zocalo: An Open-Source Platform for Deploying Prediction Markets.

Betting Policy Consequences

Thursday, June 9th, 2005

Michael Stastny quoting a closed Financial Times column:

President John F. Kennedy helped to revive the City of London in 1963 by imposing a tax on US investment in foreign securities. That made the international bond market move to London, allowing the City to regain its 19th century status as Wall Street’s rival in capital markets.

I did not know this bit of history. It seems like a perfect illustration of some obvious but often ignored truth, perhaps simply that policies have consequences. Consideration of more than policy advocates’ lies may be in order. Betting market prices may be one valuable source of more information.

A small irony then, that U.S. regulation is ensuring that the leading betting markets are located outside the U.S., largely in London. Eventually this may be a big deal:

It does not sound like a very worrying loss for Wall Street given its strong position in equities, bonds and derivatives. But Mr Bloomberg should watch out: in an arena of financial innovation that is rapidly converging with other forms of trading and investment, New York is drifting behind London.

As an anti-nationalist, I don’t care much where the leading markets locate; I just hate to see stupid policy implemented anywhere, including the U.S. If I were betting on the consequences of this policy I’d short New York.

Financial markets too gauche? Think through the likely consequences of heavy handed cloning regulation.

Kragen Sitaker on Dominant Assurance Contracts

Thursday, June 2nd, 2005

Kragen Sitaker thinks out loud about dominant assurance contracts for funding public goods, especially free software. My first post on dominant assurance contracts is here. A few thoughts regarding Kragen’s analysis follow.

On public goods:

Generally public goods tend to be underprovided

Almost by definition, but my intuition is that there are important and almost universally unacknowledged exceptions where the good is nonrival, production generates large private benefits, consumption opportunities are limited, or perhaps some combination of these, e.g., recorded music. However, I have no rigorous backing for this intuition. Todo: read existing literature on socially optimal copyright.

[Richard Stallman] would be a happier man today had he spent those years [writing free software] not working with computers at all

I don’t know whether Stallman is happy, but this sounds suspect. He has gained tremendous personal benefits through his programming that he probably couldn’t have obtained otherwise (though perhaps this does not matter, as he shouldn’t have expected to become famous and leader of a very significant movement, unless he was a megalomaniac). It would be more interesting and clearer to make a case that the modal free software contributor acts selflessly, but that would be a long argument and beside the point, which I suppose is simply that unselfish action can produce some public goods.

On dominant assurance contracts:

I suspect that the analysis extends to a more general case, in which each contributor chooses the amount of their own contribution $S, the escrow agent performs the project if the total contributions are over some basic amount, and the extra refund is a specified percentage of the contribution rather than a specified dollar amount; but Tabarrok does not mention this in his paper.

Looks like a very useful extension.

However, copyright places the risk on the artist, while dominant assurance contracts place the risk on the artist’s fans.

I think here the risk is of a worse than expected work. It ought to be possible for an artist to assume more risk by making fulfillment of the contract (and thus not having to refund contributions plus a penalty) contingent on some agreed and hopefully minimally gameable quality measure.

[Update 20050605:On second thought I’m confusing (or extending) the dominant assurance contract idea, which only stipulates that a failure penalty be paid when not enough resources are raised, not when a successfully funded project is not successfully completed.]

Someone also asked whether it was possible to model a dominant assurance contract as a normal assurance contract with a separate prediction market, like the Iowa Electronic Markets, in which people traded idea futures on the likelihood of the completion of the funding. I don’t know how to model it in those terms, although it might be possible.

I don’t know how to model an assurance contract plus prediction market hedging either, but I suspect it may not work as well as a dominant assurance contract.

First, with a dominant assurance contract only contributors receive a payoff in the case of failure. If contribution and failure payoff are unbundled, how are incentives to contribute any different than a plain assurance contract? One can hedge against failure without contributing to sucess.

Second, risk and management of risk is transferred from the entrepreneur to the contributor. Managing risk by hedging securities is hard and costly. The entrepreneur offering the contract may be far more capable of managing risk than contributors.

Prediction market prices may prove helpful to entrepreneurs and potential contributors in deciding what contracts to offer and accept, but this is orthogonal to the structure of dominant assurance contracts, which attack contribution problems rather than revelation problems.

Finally, Tabarrok suggests that the market for escrow agents should be highly competitive because there are low barriers to entry — all you have to do is write a three-line contract and hold some money, assuming that the possible contributors first hold some kind of competition to select which escrow agent they want to use. I think that’s a big assumption, and that escrow agents are likely to wield substantial market power by virtue of network effects, and consequently extract substantial profits from this business.

A well-known escrow agent will be able to attract many more contributors, and so will be able to require much less money from each, which is likely to be a large incentive to use the well-known
agent.

Tabarrok does not mention escrow agents, who may well be involved, but I see no reason to assume the market for such services should be any less competitive than any other market for financial intermediaries. He says that he expects the market for contract providers to be competitive. Presumably these will be entrepreneurs with an expertise in producing a particular public good or aggregators. We have examples of these, from contractors to the United Way or eBay. How would dominant assurance contracts alter the competitive landscape, for better or worse?

[Update 20050605:The distinction I draw between escrow agents and contract providers may not be relevant. It appears that Fundable acts as an aggregator/marketplace and an escrow agent. Also, citing eBay may not inspire confidence. I’ve read, but cannot find a cite for, that it has 85% market share in the US person-to-person online auction market. Whether this is something to worry about will be in the eye of the beholder, e.g., what “market” is relevant — eBay faces indirect competition from garage sales, new goods at retail, and everything in between. Kragen will “just” have to work on zFundable.]

Kragen also has good thoughts on how dominant assurance contracts could prove useful in several fields, potential problems, and responses to several irrelevant objections. Read the whole thing and see Tabarrok’s paper and recent post without which none of the current discussants would be aware of the idea.

Nothing has a URI, everything is available

Thursday, May 26th, 2005

Chris Masse is an old fashioned (email) networker. Most recently he sent me a couple emails regarding my aside in this post:

Another complaint about HedgeStreet and to a lesser extent TradeSports: lack of easily linkable URLs for contracts. C’mon, it’s the web, get with the program!

Back to that concern in a second. First, I noticed that Chris included me in his list of blogs about prediction markets. I got a kick out of my entry:

Mike Linksvayer’s blog – My opinions only. I do not represent any organization in this publication.

  • Category: Prediction Markets
  • Mike Linksvayer is a developer, consultant and IT manager who is into open source software and public domain—among multiple tech topics.
  • He was recently profiled by one of his former Creative Commons’ colleague.
  • I think of him as a libertarian Democrat (or a Democratic libertarian)—I’m not sure, though.
  • He’s been good to me, but I fear him. The day I’ll miss a piece, he’ll assassinate me—cold blood. (Take a look at how he teared down economist Tyler Cowen.)
  • A Robin Hanson-compatible guy.
  • OUTING: Mike Linksvayer is a TradeSports affiliate.

Not bad. I’m registered to vote as an independent though I wouldn’t be the least bit upset if libertarian Democrats had some success.

Back to my complaint. Chris has a page with links to all(?) TradeSports markets. I was aware of these market URLs, and of URLs for individual contracts (beware: this content will attempt to resize your browser winodw). That’s why I said “to a lesser extent for TradeSports.” However, these URLs are obviously designed without consideration of access other than via the larger TradeSports website. They never appear in your browser’s URL bar, making them a pain to discover and they’re either incomplete or badly behaved.

If the Trade Exchange Network wants to be the authoritative prediction markets maker (interesting that they’re seeking to be a CFTC regulated exchange) one tiny step would be to make it easy for people to link to them. Better yet each market and contract would have a feed. Even better yet, an API for accessing market data and generating custom charts. In other words, take several cues from Amazon, eBay, and many others.

Apologies to Hassan i Sabbah’s legend.

Housing (Ad) Bubble

Sunday, May 15th, 2005

There’s lots to say about the current real estate price bubble*, but I hadn’t considered the boon to publishers. Not online anyway. I have noticed that advertising in Silicon Valley free papers is dominated by real estate for sale. The “Got Ads?” blog says that “mortgage re-financing ads comprise at least 20% of ad volume in total dollars” and guesses that at least 35% of Google’s and Yahoo’s recent quarterly profits were directly from mortgage ads. I assume that “ad volume” above refers to pay per click ad volume. I’d like to know the source of the 20% share and logic of the 35% estimate above.

Is potential loss of mortgage ad related profits priced into Google and Yahoo shares? I don’t want to bet on that.

Unfortunately promised direct real estate price hedges appear to have not launched (Robert Shiller’s Macro Markets) or have not reached the point of usefulness (HedgeStreet’s real estate price Hedgelets are still very thinly traded and only go out six months, a slight improvement over one quarter as of the beginning of this year. (Another complaint about HedgeStreet and to a lesser extent TradeSports: lack of easily linkable URLs for contracts. C’mon, it’s the web, get with the program!)

* I believe that we’re in a real estate bubble and that prices will decline over the next several years. However, I’ve considered housing overvalued since 2001 and stocks since 1996. Are my animal spirits a leading indicator, or just a spurious indicator?