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The Data Science Podcast with Fexingo: Analytics, Machine Learning, and Data-Driven Conversations · Today · 9 min

How Data Teams Handle Context Window Limits

Context windows are the new bottleneck in enterprise AI. In this episode, Lucas and Luna dissect how leading organizations are moving beyond brute-force token expansion to solve the 'needle in a haystack' problem. We examine the specific mechanics of RAG optimization, vector database indexing strategies, and the hidden costs of latency when pushing models to their limits. The conversation centers on why simply paying for more context isn't a scalable business decision, and what architectural shifts are actually driving ROI in Q4 twenty twenty six. #DataScience #MachineLearning #ArtificialIntelligence #ContextWindow #RAG #VectorDatabase #LLMOps #TechInfrastructure #EnterpriseAI #DataArchitecture #NLP #BusinessStrategy #TechnologyTrends #LucasAndLuna #FexingoBusiness #BusinessPodcast #DataDriven #Q42026 Keep every episode free: buymeacoffee.com/fexingo

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Context windows are the new bottleneck in enterprise AI. In this episode, Lucas and Luna dissect how leading organizations are moving beyond brute-force token expansion to solve the 'needle in a haystack' problem. We examine the specific mechanics of RAG optimization, vector database indexing strategies, and the hidden costs of latency when pushing models to their limits. The conversation centers on why simply paying for more context isn't a scalable business decision, and what architectural shifts are actually driving ROI in Q4 twenty twenty six.

#DataScience #MachineLearning #ArtificialIntelligence #ContextWindow #RAG #VectorDatabase #LLMOps #TechInfrastructure #EnterpriseAI #DataArchitecture #NLP #BusinessStrategy #TechnologyTrends #LucasAndLuna #FexingoBusiness #BusinessPodcast #DataDriven #Q42026

Keep every episode free: buymeacoffee.com/fexingo

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