Stick with the Dips that are likely to pan out, and quit the Cul-de-Sacs to focus your resources.
How do you learn to recognize Cul de sacs? Choosing which dips to pursue based on purpose and mission--your why. However, how do you recognize a dip before something valuable? Maybe look for the most valuable or respected people in your field of interest. Find out about them and their work.

