Better bra sizing.
It's an idea I've been kicking around for a few days. The technical and marketing-based obstacles towards getting it to work have turned me off pursuing it, but I figured it was worth sharing.
I work with operational databases for a luxury fashion retailer, and bra sizing as it currently exists (back size + cup size) makes absolutely no sense. I will sometimes ask female friends to explain how the size given for a garment can possibly be of any use in determining comfort and fit. Their answer: it doesn't.
Their actual answer tends to be a rant about inconsistency between product ranges and how contemporary bra sizing is next to useless. A couple have been both eloquent and insightful. A few times a year I'll have an idea I get excited about turning into some sort of web-based service, and in spite of its silly-sounding nature, this one is easily the one that's had the most philanthropic weight behind it.
The idea: a website containing a comprehensive list of commercially available bras. Users sign up, locate bras they own (or have tried on) and rate them along various measures of comfort/fit/support, etc. The service then locates clusters of users with similar preferences to them (exact method of analysis still up for debate, but a few likely candidates stand out), and suggests specific sizes and ranges that would meet their needs.
There are three sides to this. The first is users getting the service described above. The second is the option to license out the size/fit data to interested third parties, such as manufacturers and retailers, which would probably be the most sizeable revenue stream. The third is the possibility of using the data to produce a better sizing scheme that more accurately tackles the real-world problem.
I see two main problems with the idea. The first is encouraging user uptake (convincing women to spend time inputting details about their underwear into a website). The second, which is related, is giving them incentive to do so without the recommendation algorithm in place. I have no idea if k-NN or spectral partitioning or probabilistic classifiers or regression analysis will be any good at all in carving up the data appropriately, and I won't know until I get a sizeable set of data to develop against. There'd need to be an existing service provision for the users to encourage them to sign up and provide the data before the interesting work even begins. An existing comprehensive list of commercially available bras complete with a flat non-super-stats-enhanced rating system might be enough to get the ball rolling.
I should reiterate that I'm unlikely to pursue this idea. While I have a background in web dev, data analysis and technical fashion retail, I'm far from an expert in any of them. Still, if anyone wants to convince me otherwise, give me more reasons why it's a bad idea, or steal it outright, please go ahead.
http://www.bratabase.com/pages/shapes/
When an idea is so brilliant you're amazed nobody has thought of it before, consider the alternate hypothesis that there's a specialized field of study you simply don't know about.
SUMMARY: Let's collect people who want to work on for-profit companies that have significant positive impacts on many people's lives.
Google provides a huge service to the world - efficient search of a vast amount of data. I would really like to see more for-profit businesses like Google, especially in underserved areas like those explored by non-profits GiveWell, Singularity Institute and CFAR. GiveWell is a nonprofit that is both working toward making humanity better, and thinking about leverage. Instead of hacking away at one branch of the problem of effective charity by working on one avenue for helping people, they've taken it meta. They're providing a huge service by helping people choose non-profits to donate to that give the most bang for your buck, and they're giving the non-profits feedback on how they can improve. I would love to see more problems taken meta like that, where people invest in high leverage things.
Beyond these non-profits, I think there is a huge amount of low-hanging fruit for creating businesses that create a lot of good for humanity and make money. For-profit businesses that pay their employees and investors well have the advantage that they can entice very successful and comfortable people away from other jobs that are less beneficial to humanity. Unlike non-profits where people are often trying to scrape by, doing the good of their hearts, people doing for-profits can live easy lives with luxurious self care while improving the world at the same time.
It's all well and good to appeal to altruistic motives, but a lot more people can be mobilzed if they don't have to sacrifice their own comfort. I have learned a great deal about this from Jesse and Sharla at Rejuvenate. They train coaches and holistic practitioners in sales and marketing - enabling thousands of people to start businesses who are doing the sorts of things that advance their mission. They do this while also being multi-millionaires themselves, and maintaining a very comfortable lifestyle, taking the time for self-care and relaxation to recharge from long workdays.
Less Wrong is read by thousands of people, many of whom are brilliant and talented. In addition, Less Wrong readers include people who are interested in the future of the world and think about the big picture. They think about things like AI and the vast positive and negative consequences it could have. In general, they consider possibilities that are outside of their immediate sensory experience.
I've run into a lot of people in this community with some really cool, unique, and interesting ideas, for high-impact ways to improve the world. I've also run into a lot of talent in this community, and I have concluded that we have the resources to implement a lot of these same ideas.
Thus, I am opening up this post as a discussion for these possibilities. I believe that we can share and refine them on this blog, and that there are talented people who will execute them if we come up with something good. For instance, I have run into countless programmers who would love to be working on something more inspiring than what they're doing now. I've also personally talked to several smart organizational leader types, such as Jolly and Evelyn, who are interested in helping with and/or leading inspiring projects And that's only the people I've met personally; I know there are a lot more folks like that, and people with talents and resources that haven't even occurred to me, who are going to be reading this.
Topics to consider when examining an idea:
An example idea from Reichart Von Wolfsheild:
A project to document the best advice we can muster into a single tome. It would inherently be something dynamic, that would grow and cover the topics important to humans that they normally seek refuge and comfort for in religion. A "bible" of sorts for the critical mind.
Before things like wikis, this was a difficult problem to take on. But, that has changed, and the best information we have available can in fact be filtered for, and simplified. The trick now, is to organize it in a way that helps humans. which is not how most information is organized.
Collaboration
Finally: If this works right, there will be lots of information flying around. Check out the organization thread and the wiki.