Automated analytical content generation using large language models

Abstract

22 20 25 27 10 14 19 N ov 2 02 5 2 0 2 5 2 7 1 0 1 4 1 9 N o v 2 0 2 5 A B S T R A C T 2 2 4 / 5 400 RECEIVE DATA FROM ONE OR MORE DATA SOURCES 402 EXTRACT TRENDS FROM THE DATA USING A HEURISTIC ALGORITHM 404 FIG. 4 PROVIDE AN INPUT BASED ON THE EXTRACTED TRENDS TO A GENERATIVE MACHINE LEARNING MODEL THAT HAS BEEN CONFIGURED TO GENERATE CONTENT BASED ON EXTRACTED TRENDS 406 RECEIVE, FROM THE GENERATIVE MACHINE LEARNING MODEL BASED ON THE INPUT, CONTENT THAT REPRESENTS THE EXTRACTED TRENDS 408 DISPLAY THE CONTENT VIA A USER INTERFACE 410 400 402 RECEIVE DATA FROM ONE OR MORE DATA SOURCES 404 406 408 410 FIG. 4 20 25 27 10 14 19 N ov 2 02 5 4 / 5 2 0 2 5 2 7 1 0 1 4 1 9 N o v 2 0 2 5 4 0 4 E X T R A C T T R E N D S F R O M T H E D A T A U S I N G A H E U R I S T I C A L G O R I T H M 4 0 6 P R O V I D E A N I N P U T B A S E D O N T H E E X T R A C T E D T R E N D S T O A 4 0 8 4 1 0 D I S P L A Y T H E C O N T E N T V I A A U S E R I N T E R F A C E

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