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This week, we discuss Paragon’s (ASX:PGC) profit downgrade, Nearmap’s (ASX:NEA) stellar performance and why Kip McGrath (ASX:KME) is Claude’s second largest position. Plus, Matt takes us through how he likes to prepare for earnings season, and why it matters.