Skip to content
Sign in
Artwork for The Data Science Podcast with Fexingo: Analytics, Machine Learning, and Data-Driven Conversations
The Data Science Podcast with Fexingo: Analytics, Machine Learning, and Data-Driven Conversations · Thursday · 8 min

Why Your AI Models Fail at Context Window Limits

We break down the hidden economics of context window bloat in large language models. With October 2026 enterprise adoption hitting peak complexity, teams are wasting millions on unnecessary token usage. We examine how a mid-sized fintech firm reduced costs by forty percent simply by restructuring their retrieval strategy. Lucas and Luna discuss the practical shift from dumping entire documents into prompts to using intelligent summarization layers before inference. #FexingoBusiness #BusinessPodcast #LargeLanguageModels #ContextWindow #TokenOptimization #AIInfrastructure #EnterpriseAI #CostReduction #RetrievalAugmentedGeneration #LLMOps #DataScience #MachineLearningEngineering #PromptEngineering #CloudComputing #TechStrategy #AIAdoption #SoftwareArchitecture #October2026 Keep every episode free: buymeacoffee.com/fexingo

0:00-8:28
Play in
Transcript file

transcript

No transcript — this publisher did not publish one.

show notes

We break down the hidden economics of context window bloat in large language models. With October 2026 enterprise adoption hitting peak complexity, teams are wasting millions on unnecessary token usage. We examine how a mid-sized fintech firm reduced costs by forty percent simply by restructuring their retrieval strategy. Lucas and Luna discuss the practical shift from dumping entire documents into prompts to using intelligent summarization layers before inference.

#FexingoBusiness #BusinessPodcast #LargeLanguageModels #ContextWindow #TokenOptimization #AIInfrastructure #EnterpriseAI #CostReduction #RetrievalAugmentedGeneration #LLMOps #DataScience #MachineLearningEngineering #PromptEngineering #CloudComputing #TechStrategy #AIAdoption #SoftwareArchitecture #October2026

Keep every episode free: buymeacoffee.com/fexingo

links1

more episodes

All episodes