We sincerely thank the Coffee Quality Institute (CQI) for inviting us to the internal sharing session. They expanded the agenda to discuss Liberica coffee and separated discussions between Dr. Aaron Davis and Kenny to accommodate our time difference. We look forward to advancing the Liberica Grading agenda and the exciting developments ahead. Special thanks to Yimara Loraas for the invitation and assistance!