WEBVTT NOTE This file was generated by Descript 00:00:00.240 --> 00:00:04.800 Speaker: ChatGTP goes and consults its training data and it generates 00:00:04.800 --> 00:00:06.200 the answer from the training data. 00:00:06.789 --> 00:00:10.659 And Retrieval Augmented Generation operates differently and there are 00:00:10.659 --> 00:00:14.809 things, and users who are used to ChatGTP in their personal lives or 00:00:14.809 --> 00:00:20.989 even their business lives transfer the wrong lessons to the applications that 00:00:20.989 --> 00:00:22.960 use Retrieval Augmented Generation. 00:00:23.560 --> 00:00:27.810 So, for example, the need to select a content set before you do the query. 00:00:28.300 --> 00:00:28.960 Is one. 00:00:29.340 --> 00:00:34.860 And we, we see users stumble on that are asking a, a question that 00:00:34.860 --> 00:00:38.840 doesn't use creative language because creative language becomes part of the 00:00:38.840 --> 00:00:43.239 retrieval process then and lowers the quality of the search result, which 00:00:43.239 --> 00:00:44.679 lowers the quality of the output. 00:00:45.119 --> 00:00:50.169 And so we, we are finding that user training is really important.