I agree that the harder part is finding like minded people, which is why I put the idea up here. If it resonates with this crowd I think it is worth exploring further.
As for the risk, I believe grouping together lowers the risk. If each partner brings in a client there are more projects to share, and economies of scale make it easier to share resources and services. Speaking from experience, I can say going at a start up alone is not an easy endeavor.
I'm not trying to be a wet blanket, but this strikes me as an incubator (ugh) where the inmates run the asylum. To me, the safest thing is still saving up some money, having a really good idea, and finding some technical friends to go "all in" with you for a year.
Hopefully a group of entrepreneurs that are working together to create startups are also helping vet each others ideas. Going back to other people's comments, the team dynamics would be pretty important. If you think of your partners as inmates in an asylum the whole thing is probably doomed to failure no matter who is providing direction.
I actually have started a company with savings, which was enough money to support one person (me) for a year. I doubt I could have found other people who happened to be temporarily financially independent at the exact same time and interested in my idea. This way seems more practical to me.
The real question is how do you find these "entrepreneurial" people and convince them to join together with you for lower cash and higher risk than they would have if they were working by themselves