Sunday, November 25, 2007

Ethics of an Advanced Civilization

What kinds of policies is an advanced civilization likely to have regarding interacting with other societies it encounters?

Thinking of the most interesting case, a discretionary interaction, a more advanced society could probably easily identify ways of preventing pain or hardship in a less advanced society with their more advanced technology, spreading the smallpox vaccine would be an example in the human case.

If there were no existential risk to either civilization, and the more advanced society could adequately communicate with the lesser advanced society, to what degree if any should an advanced society be morally obligated to share their advanced technology with a less advanced society?

Presumably high up in the most likely example of an advanced society’s goals would be the furthering of knowledge and technology, and presumably this could be better accomplished with additional agents. So an advanced society would be more rather than less likely to share advanced technology, most likely overtly, even if it could adversely impact the culture of the less advanced society.

How the technology would be shared could be an interesting question, if the possessing society were advanced enough presumably it would be shared non-pecuniarily. Identifying which technologies should be shared could also be an interesting question as there will likely still be some competition for status and resources but probably nearly all technology could be shared as lesser advanced societies advanced to parity.

The foresightedness and cohesion required to consider the possibility of encountering other societies and have a universally agreed upon policy for this situation would seem to be one early mark of an advanced civilization.

Monday, November 19, 2007

Prosper reaches $100 million in loan volume

Peer-to-peer lending company Prosper reached a benchmark $100 million in loan volume this week. With the US stock market declines, credit crunch, raising gas prices and ailing economy, borrowers are turning to novel forms of credit such as fledgling peer-to-peer capital platforms offered by Prosper (US), Lending Club (US) and Zopa (UK).

$100 million in loan volume is an important benchmark, however the overall growth rate of new Prosper loans is slowing as the chart below indicates. Prosper's loan volume grew from essentially zero at the beginning of 2006 to $100 million in November 2007 but the S-curve inflected earlier this year at the $50 million loan volume mark.

Source: Prosper performance data. Note: the default view which specifies 0 delinquencies and 0-2 credit checks in the last 6 months should be removed to view the total loan portfolio.

The reason that Prosper loan growth is slowing is the same subprime credit challenge facing large financial institutions and the US economy as a whole. Initially, high interest rates attracted individuals willing to lend to subprime borrowers to the Prosper platform, but many of them have experienced high default rates and withdrawn their capital or curtailed their lending strategies.

Below is Prosper's ROI by credit tier, comparing the annual return for the year ending September 30, 2007 with the year ending August 31, 2007. Negative returns can be expected for credit tiers D, E and HR (high risk), while even the C tier has now slipped to a zero ROI. Prosper continues to be exclusively appropriate for investing in high credit quality, tiers AA, A and B, where the 6-9% ROI is still attractive relative to other investments, however perhaps becoming more risky.

Source: Prosper performance data.

Monday, October 29, 2007

Unregulated stock exchanges in Second Life

A variety of unregulated economic activity has been occurring in the virtual world Second Life. In-world banks sprang up a few years ago and have experienced considerable volatility, mostly closing and reorganizing, for example the high profile collapse of Brazil-based Ginko Financial in September 2007. Some banks have extended their activities into in-world securities. Though eventually repealed in real life, Glass-Steagall provisions could be helpful in preventing conflicts in developing virtual world economies.

There are at least three stock exchanges currently operating in Second Life, the SL Capital Exchange (physically based in Syracuse NY, USA) with 20 listed companies, the World Stock Exchange (physically based in Australia) with 15 listed companies and the recently launched Ancapex (physically based in New Hampshire, USA) with three listed companies. There is even a Second Life Exchange Commission to provide standards of performance, operations and ethics for in-world market participants.

Listed companies have not provided detailed financial statements (much less third-party audited financial statements), have not indicated a dividend policy and do not have RL (real life) professional CFO/CPA personnel. A prospectus is sometimes provided (example) and the RL's CEO name and location may be optionally provided.

Nonexempt issuance
Considering offering and purchasing activity in the U.S., the stocks do not appear to qualify for any U.S. securities registration exemptions. The only nod to RL securities laws is a disclosure at SL Capex, claiming that the securities are a fictitious simulation, however given the easy conversion of Linden$ to USD and legal precedent in this situation, it is likely that the Second Life activity would be deemed securities issuance.

Are the SEC in the U.S. and other corresponding national securities regulators likely to take an interest or is the issuance too small, the venue too novel and the cross border challenges too great? If there is enough $ value of harm incurred by investors, an investor could file a complaint. But to whom? To securities authorities in their country, to Linden Lab, to the securities regulator of the exchange or listed company, to the Second Life Business Bureau or other in-world adjudication bodies?

While creating virtual world analogs to those in the physical world is to some degree laudable, the attempts might be ultimately more successful by incorporating a greater balance of physical world regulation and protection mechanisms to build a sustainable ecosystem.

Sunday, October 28, 2007

Future frameworks

When thinking about the future, it is important to consider how technology may change and also how social, political, legal, regulatory and economic regimes may evolve or at least not be static in future periods. For example,

Security
Analysis of the future of security, warfare, freedom, surveillance and privacy generally occurs under the biased assumption that today’s security regime will persist. The current paradigm is that existing controls, rules, regulations and laws are generally accepted, but will always have loopholes, hacks and breaches. In fact, security in the future may include scenarios of both weaker and stronger control regimes.

Economics
The current and recent historical economic regime also may not be the only possible future. The current model is some form of capitalism, that resource allocation is uneven per initial standing and ability level; those who start with more resources most often end with more too. If market forces become thousands of times more powerful than today's monopolies, what incentives will be appropriate to employ to create market persistence and effective resource allocation? What about a resource that is essentially free but very powerful (say upload processing power). The future may have a variety of capitalist and socialist market mechanisms.

Social
Marriage is already an outdated religious and political tool which will likely see further scrutiny and reform in the future with immortality and the antiquation of traditional human reproduction. The heterosexual monogamous pair-bond is likely to be enhanced with a variety of other alternatives including multi-person families, polyamory and at minimum short-term customized social contracts. The households of the future are likely to be diverse collections of social groupings

Conclusion
In the future, all manner of current and historical social, political, economic, regulatory, legal, etc. regimes should be considered as continua of greater or lesser rigidity which are likely to be co-existing simultaneously.

Thursday, October 11, 2007

Second Life reaches 10 million residents

Exemplifying the electric growth of Web 2.0 companies, the virtual world Second Life has grown from under 1 million residents to over 10 million in a little over one year.

While 10 million residents is perhaps not the best measurement metric for the world’s success (users may have multiple resident accounts and not more than 10% of them so far do anything more than have one quick look around), it is still an important milestone.


Other Second Life indicators reflect vigorous health, for example, a robust economy exceeding $1 million USD per day and a routine concurrency (the number of residents in-world at any time) of 30,000-40,000 with a new peak concurrency of 50,000 reached for the first time in early September 2007. Other statistics are available here.

The virtual world space is itself burgeoning, with 10-20+ worlds now available or about to launch targeted at different age segments (pre-teen, teen and adult). Second Life, There, ActiveWorlds, Multiverse and Kaneva are the best known, several of whom are coming together to develop standards for avatar, object and economic transfer between worlds.

Another growth indicator is the industry gatherings, the second meeting of the Virtual Worlds conference, Oct 10-11 in San Jose CA, attracted over 1,000 attendees, nearly doubling from the first conference. The third annual volunteer-run Second Life Community Convention, Aug 24-26 in Chicago IL, also attracted a crowd of about 1000.

Diverse Participants and Applications
Perhaps most exciting is the broad audience and variety of applications that virtual worlds are attracting; entertainment, enterprise, education, non-profits, governments and individuals are all exploring the medium amidst a flurry of both positive and negative press. Groups of every sort are coming to virtual worlds to collaborate in richer ways than have been possible previously. For example, below is a sim featuring LAX airport traffic data visualization.

Source: Daden Prime

Sunday, October 07, 2007

InterpretMyXray.com

Some innovative solutions are needed with increasing medical system pressures from aging populations coupled with an elucidated understanding of the medical process, that medical mistakes occur about a third of the time, mainly due to cognitive error.

What about a Web 2.0 company, SecondOpinion.com for example, where patients, having obtained electronic copies of their medical imaging data (X-rays, MRIs, etc.) post the information to the Internet community, appealing to the collective intelligence to seek whatever experienced or inexperienced opinions can be obtained, Wikinomics-style. The SecondOpinion.com community members interpreting the data would probably be in four groups, doctors and medical students, information experts interested in applying their pattern-matching models to novel data sets, other patients with similar conditions and those without any medical expertise.

The patients or site users would post their data anonymously via web handle, entering information that could include current prescriptions, full histories and eventually DNA scans. MyMedicalRecords.com could become the primary repository of personal electronic medical records, a universal human health database; patients could give new doctors their handle to review and add to their history.

This opt-in patient-driven rather than physician, insurance or medical-system driven mechanism promotes progress toward effective solutions while sidestepping onerous HIPAA and legal, ethical and privacy issues. Those that feel uncomfortable need not participate. A successful example of opt-in handle-anonymized personal data posting exists at Prosper, where 440,000 loan-seekers have agreed to have their credit histories posted publicly.

Another positioning of the concept is the serious video game, InterpretMyXray.com, where players (medical students and the general public) could go through a learning module and then be rewarded for correct diagnoses. The most accurate and top reputationed Xray interpreters might not be medically trained professionals, or perhaps even human.

The quality of the interpreted results would be interesting to see, the assumption is that many eyes, other skilled professionals and the wisdom of crowds might spot something important or bring a consistency of interpretation. Of course SecondOpinion.com and InterpretMyXray.com would not immediately replace traditional medicine but supplement it as a second opinion resource and mechanism for patient education.

Sunday, September 30, 2007

Prime investing with Prosper

Leading P2P lender Prosper has executed an impressive $90 million in loans through its marketplace but continues to remain appropriate only for those wishing to invest in high prime credit quality consumer debt.

10% of the roughly 2,500 loans listed on the site at any time are in the high prime tier (credit ratings AA, A and B), in fact, most of the listed loans do not fund. About a third of the loans that fund and become active and billed are in the high prime credit tier.

The graph below shows an ROI comparison of Prosper's total loan portfolio by credit rating in two time snapshots, August 30, 2005 - August 30, 3006 in blue and August 30, 2006 - August 30, 3007 in yellow. In the last year, AA, A and B loans funded at 11-15% and have an ROI of 6.5-9.5% once adjusted for default.

Source: Prosper performance data. Note: the default view which specifies 0 delinquencies and 0-2 credit checks in the last 6 months should be removed to view the total loan portfolio.

Acceptable Returns?
Is 6.5-9.5% an appropriate return? It depends on a full consideration of the risk and return profile of the investment. Theoretically, high prime consumer credit loans are low risk; the historical default rate for Prosper loans has been 2% for AA and A loans and 4% for B loans. As compared with the stock market, which has on average for the last 80 years delivered a pre-tax return of 8% with a higher level of risk, Prosper loans look more attractive. 6.5-9.5% also provides a healthy risk premium over risk-free t-bills or money market funds and CDs which are currently yielding about 4.5%.

Sunday, September 23, 2007

MindModding

Many human characteristics are normally distributed including height, weight, intelligence, nose size, irritability, friendliness, compassion and hormone levels.

If people could choose…
If individuals were given the ability to choose the settings of their personal characteristics and analytes by using an analog of the Edit Preferences menu slider, either on a one-time or ongoing basis, what would they be likely to do? Would most people opt to stay the same, move closer to the median or experiment by selecting an outlier position?

The drive to normalize, people choose brown…

Despite the current demonizing and illegality of human enhancement in athletics, the practice is widespread. In other venues, there are also observable examples of the embracement of mindmodding and Stephen Jay Gould seems to be wrong again, this time in the claim that the median is not the message. Where selection possibilities exist, so far individuals have been reaching for the deep herd in the middle of the bell curve, often acquiescing unthinkingly to corporate marketing.

1. Hormone replacement therapy
Prescriptions continue to increase for both estrogen replacement therapy and testosterone replacement therapy despite medical studies indicating increased heart disease and other risks for women and no realized physical benefit of testosterone therapies for men. As they have for eons, people will pay for and take health risks to “enhance” their physical state to some perceived ideal, even when contradictory medical evidence exists.

It seems likely that more hormone management therapies with improved risk and efficacy profiles will be offered over time. One example is those of Dr. Louann Brizendine’s Women's Mood and Hormone Clinic at UCSF which are focused on ongoing state management for all ages. Hormone management such as continually suppressed menstruation can be useful in normalizing personal levels during the course of the day, week or month, diminishing rather than enhancing the effects of hormones.

Distinctly different flavors of anti-aging can be envisioned: the disastrous scenario of senescent male heads of state running around with the testosterone levels of 20 year olds hastening existential risk for all of humanity contrasted against the beneficent scenario of Aubrey de Grey’s mitochondrial DNA mutation restoration, Alzheimer’s plaque remediation biotechnology and other SENS approaches.

2. Virtual Worlds
Another example of what people actually do when given the opportunity to modify physical characteristics is visible in the thousands of avatars residing in the virtual world Second Life. All aspects of avatar representation can be modified, however, a huge cluster of brown (e.g.; average) can be seen in the age, height and muscle tone of avatars, with a much smaller cluster for furries and a few longtail outliers for unique appearance.

Should people be allowed to choose…
As long as personal characteristic modification is not injurious of the self or others, it would be difficult to conclude other than that it is an acceptable personal freedom. The only tempering aspect seems to be the usual income dispersion argument as only higher income tiers can initially afford these therapies as they are not covered by insurance. The world of the future will probably be like virtual worlds, with setting modification built into or adjunct to physical corporeality.

Is there any role for regulation?
What if someone wanted to play with a very high aggression setting? People can actually do this now except that cultural and societal norms prevent more divergent behavior. In fact, the ability to manage chemical and personality settings would vastly improve communicating with others and being productive in a group setting for some people. What about experimenting with and getting stuck in a lethal cocktail of depression, low esteem and remorse? Default resets would probably kick in before real harm could occur and these types of experiments could be interesting virtual reality experiences for individuals and a useful neurological tool for researchers.

Cure vs. enhancement and the evolving health system
A fundamental change is occurring as the role of the medical industry and medical professional is shifting from curing health impairments to providing enhancements. As enhancement therapies proliferate, there is a clear opportunity for new fields of enhancement counseling, customizing and habituation training to develop.

Sunday, September 09, 2007

FutureSex

Would you still feel like yourself if you modified your body or tried on a different body? Would you have the same sexual appetites and desires? Would it feel the same to be with your partner sexually if you were in a different body? If he/she were in a different body? If you were both in different bodies?

Selecting different bodies would separate the physical and mental aspects of sex. Pheromonal and other elemental physical chemistry might be surprisingly different in different bodies (as Richard Morgan explores in Altered Carbon). There is probably a wide dispersion in people's preferred mix of physical and mental sexual characteristics.

Consider for example senescent seniors trying on teenage bodies for a sexual romp. Should it be illegal to have sex with a body aged below the age of consent if it is inhabited by an adult?

The range of sexual issues that are challenging to discuss in relationships now could explode. Current issues regarding virtual world sex are just a warm-up, for example, is it cheating to have virtual sex with an avatar inhabited by someone other than your partner?

My partner wants to be someone else
How should I feel if my lover wants to experience being in a different body? What if I don't want to have sex with the person he/she wants to try being?

My partner wants me to be someone else
How should I feel if my lover wants me to be in a different body? Is self-agency diminished in inhabiting a body picked by my partner or is it just a more extreme form of doing what I know my partner enjoys? Would I or should I feel rejection pangs if my lover wants me to wear the Angelina Jolie body or would it be fun? Then of course the respite to the novelty could be the really wild - lets just wear ourselves tonight...

Its all about me...my partner is a sexual substrate
Would sex disappear as a special interaction amongst partners in favor of a way to explore individual desires? How could I be desiring my partner if I want him/her to wear someone else's body? Do I still desire my partner or is he/she just a sexual substrate if I can have sex with him/her as Brad Pitt one night, as Angelina Jolie the next, etc.? Does it matter if we are both wearing each others fantasy bodies? How could turning current fantasies into reality be achieved in a healthy way that doesn't hurt feelings but rather opens up new doors to fun and exploration?

We generally don't expect our partners to mind if we engage in other means of entertainment and relaxation with others, could an evolved understanding of sex be as casual? As possibilities increase, the possessiveness of sex probably diminishes.

Does it depend on whose body?
Is it different if it is another real person's body (the Brad Pitt) vs. a fictional body (the anonymous Pleasure Bob model)? In an advanced society, there should be no difference in the connotation of a partner's desire for the Brad Pitt body, the anonymous pleasure model, the Next Door Neighbor or the Guy from Work that you met at Happy Hour.

What would the world be like if we could all have sex with our neighbors, co-workers, celebrities and politicians via a filter worn by our partners? Ironically this could strengthen monogamous or polyamorous bonds and allow relationships to revolve around non-sexual aspects.

Multi-flavor
It could be that the Brad Pitt model is actually not that well-endowed, and would need to be modified mid-stream, or switched to the Johnny Depp or the Marilyn Monroe model, or become a rotating kaleidoscope of morphing physicality.

How should I feel if my lover wants two copies of me simultaneously? This is actually a new concept of having sex with yourself. Would I want a threesome or foursome with multiple copies of my lover? How would I expect my lover to feel if I wanted to experience a multiple-some with copies of him/her?

Presumably sexual options will eventually extend at minimum to wearing a neuro-experience filter mapping real or imagined partner behavior to personalized sensors and magnitudes, experiencing your partner wearing someone else or having sex with humanoid robots.

If different bodies can be tried on, sex is but one area for discovery, ethics and imagination.

Sunday, September 02, 2007

Virtual currency and the attention economy

Market mechanisms are being increasingly introduced for more efficient exchange of capital and other resources (example: P2P lending marketplaces), for knowledge or opinion sharing, reputation building and preference indicating (example: prediction markets) and for now value attribution and broadcast in their latest launch, the enterprise email venue.

Seriosity, the Palo Alto CA-based serious gaming startup, initially reported to be focusing on enterprise applications in a World of Warcraft-like setting has now launched a virtual currency for the attention economy. The attention economy refers to the modern problem of information overload competing for a person's scarce attention. So far, the serios can only be used with Microsoft Outlook email, the sender applying a number of serios from their finite supply to indicate importance to the recipient and/or to vote on ideas, projects, etc.

The Serio Economy in Practice
The purpose of the serio economy is two-fold, directly indicating value and preference and also allowing meta relationships amongst participants to be seen. However, the importance of email is already generally known, by the sender or by the sender indicating urgency. Having serios attached to email may actually exacerbate the attention economy problem by encouraging people to read and evaluate emails they traditionally ignored. An interesting use case for serios would be charging for emails sent, thus perhaps limiting the number of people cc'd on email.

Regarding visibility into meta-relationships, Seriosity has an early study showing that serio economy relationship webs are different from those elucidated in traditional social networking email studies but it is not clear what new information or value this provides. Unlike prediction markets which have been shown to contribute important new information when appropriately executed, such as with anonymity, the serio economy is not anonymous and so is likely to do little more than codify the existing importance hierarchy and visible power relationships. If observed, people are likely to vote more serios in support of a supervisor's idea or for anyone else with whom a game theory relationship exists.

Since Seriosity is the central bank of the serio economy, issuing serios to market participants, some interesting future situations could arise if serios are transferable between organizations. For example, an individual could finally hedge their job, their long human capital exposure by taking an opposing position in the serios of a competitor or industry basket, similar to the way regional interest rate futures now allow individuals to hedge their long exposure in home-ownership real estate. SEC-attention attracting situations could also arise as individuals take arbitrage positions based on inside information.


There are a myriad of other interesting uses for virtual currencies, for example...

1) Work assignment facilitated by micro-economies
Virtual currencies could help workgroup micro-economies to develop, where arbitrary work assignment would be replaced by an economy. Managers could post projects to the micro-economy with assigned serio loads indicating project importance, drudgery acknowledgment, timeframes and requirements. Individuals and teams could signal available time, skills and interests and bid for tasks. The market mechanism could also reorganize schedules dynamically as priorities shift. Not only would a micro-economy more effectively clear supply and demand for work assignments but would also provide the side benefit of transparency, offering visibility into the direction and progress of the workgroup, sub-teams and individuals.

2) More effective shared resource allocation
Individuals and workgroups could use virtual currency allocations to more effectively allocate scarce resources such as conference rooms, office seating, computers and other supplies, food and drink preferences, vacation scheduling, etc. in a bidding process. Interesting workgroup cultural attributes could emerge from allocation behavior such as the engineering team putting all of their currency towards new computer resources while the marketing team puts more emphasis on conference rooms.

3) Information modulated with value
Just as there should be a rating system for all Internet content, a digg or "Was this helpful?" functionality for all news articles, blog posts, reviews and comments, either as a binary yes/no or as a quantitative rating, so there should be a rating system for an organization's internal and customer support forums. Readers could evaluate posts and postings could then be sorted by value, providing a means of distinguishing the usefulness of information and navigating the ever-growing sea of content that includes forum posts, blog comments, etc. Information modulation would be a higher order step in resolving the attention economy challenge.

4) Preference indication on organizational policies
Having a vote on organizational issues would be an important step in increasing individual inclusion and agency. Virtual currency (anonymously voted or not per the user) on the intranet would be an efficient way to discover majority preferences on issues ranging from preferred holidays, vacation policy, travel policies, preferred health care plans, 401k plans, degree of organization-wide executive communications and supply ordering to more sensitive situations such as lay-offs and salary decreases.