What happens if someone who is HIV-positive stops taking anti-retroviral meds?

The new administration's freeze on foreign aid (affecting America's sweeping anti-HIV initiative PEPFAR) has raised concerns about the dispersal of the pills taken daily by those who are HIV positive.