I also want to share some exciting news about TimeGPT 1.5: 1. Based on our latest trained models, we are already very close to google timesfm model, we are the best in certain frequencies. The bottom line is we are in the same (and top) league with other competitors such as google and amazon. 2. Our training and evaluation iterations have been shortened significantly, and new dataset ingestion is happening every day, so the model performance will continue to improve. 3. We already have TimeGPT 1.5 API deployed in the sandbox, will have the first self hosted docker this week. 4. We will have the first 1.5 beta release on 4/11.