Preheat a large skillet over medium high heat with 1 turn of the pan of EVOO. Once the oil is hot, add the ground chicken and cook about 7-8 minutes, until it is light golden brown.
Once the chicken is brown, add the chorizo and cook about 5 minutes. Add in the onion and garlic, and cook until onions are soft and translucent, about 7-8 minutes. Pour in the sherry or wine, scraping up any brown bits from the bottom of the pan, then add the hot sauce, vegetable juice and chicken stock. Add the smoked paprika, cumin, salt and freshly ground black pepper.
Grind up the peppers in a food processor. Add the puree to the pot and stir to combine. Let simmer 10-15 minutes to let the flavors combine.
Serve chili in a shallow bowl topped with Manchego cheese, tortilla chips, parsley and Spanish olives.