The surfaces of your ducts or other components of your heating and cooling system have a substantial amount of visible mold on them. An air duct cleaning service may be able to show you this mold, if it is present.
You have rodents, insects, or other vermin infesting your ducts.
The ducts are clogged with dust and debris.
Dust or debris is being released into your home through your system’s air supply registers.