Combine the olive oil, anchovy paste, pimentón, garlic, rosemary, and thyme in a saute pan and warm over medium heat, whisking together, until fragrant, about 1 minute. Add the olives and toss until warm. Add a splash of vinegar to taste and serve warm, or just let sit to continue to infuse the flavors.