The percentage of U.S. adults who self-identify as lesbian, gay, bisexual, transgender or something other than heterosexual has increased to a new high of 7.1%, which is double the percentage from 2012. (Source) Despite this huge representation, most AI engines do not take into account this diversity when generating images.
1. Example: A luxury wedding with the couple standing
Source: Dall-E 2
2. Example: A couple with young children
Source: Dall-E 2
3. Example: "An honest couple"
Source: Stable Diffusion
Shows both sexual orientation bias and age bias.
4. Example: "A happy marriage"
Source: Stable Diffusion
5. Example: '"a gay marriage"
Source: Stable Diffusion
Other results show only when explicitly searched in keywords, not otherwise.