How would it be organized? Who would make decisions about changing things (the layout, etc)? Who would make decisions about which securities to list and which to avoid (or do you suggest that everything be listed)?
The oversight you make is that unlike bitcoins, an exchange cannot be some homogenous, static, pre-scripted entity. In that context you cannot have it decentralized.