LLM Food Photos, Caffeine, and Training’s Effect on Body Fat Loss Study Analysis with Brady Holmer episode artwork

EPISODE · Jan 15, 2026 · 1H 4M

LLM Food Photos, Caffeine, and Training’s Effect on Body Fat Loss Study Analysis with Brady Holmer

from Fuelin Sessions · host Fuelin

In this episode, Scott Tindal and Brady Holmer discuss the accuracy of AI in calorie estimation, caffeine's inability to offset ketogenic performance deficits fully, and findings that aerobic training outperforms concurrent training for reducing body fat.Studies:Performance Evaluation of 3 Large Language Models for Nutritional Content Estimation from Food ImagesCAFFEINE: Habitual coffee consumption and risk of frailty in later lifeCaffeine enhances performance regardless of fueling strategy; however, high carbohydrate availability is associated with improved training speeds compared with ketogenic diet - ⁠Comparison of concurrent, resistance, or aerobic training on body fat loss: a systematic review and meta-analysis. J Int Soc Sports Nutr. 2025Peter Attia Social PostBrady's Substack⁠Fuelin on Instagram⁠⁠⁠⁠⁠ ⁠⁠⁠⁠Check Out The Fuelin App

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LLM Food Photos, Caffeine, and Training’s Effect on Body Fat Loss Study Analysis with Brady Holmer

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