Also known as Topics for Objects.
Released in Spring '14, Record Topics are set to replace public tags - Hooray!
See this good post showing an overview of the new feature Using Topics to Organize Records.
Like Tags, they look good, they seem good, but they are totally useless - at the moment. I hold out hope that they will be much better in the future.