Risky investment is a term used to describe investments that have a high potential for return but also a high risk of loss. A startup is a business venture that is typically new and has yet to be established, while a junk bond is a high-risk bond with a low credit rating. Both of these investments can be considered risky investments due to their potential for high returns but also the possibility of significant losses.