Alpha is definitely an experiment introduced to you personally by Public Holdings, Inc. (“Public”). Alpha is undoubtedly an AI research tool run by GPT-4, a generative big language product. Alpha is experimental know-how and will give inaccurate or inappropriate responses. Output from Alpha really should not be construed as expenditure analysis