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The context problem: Why enterprise AI needs more than foundation models

· Stack Overflow · March 12, 2026, 4:10 p.m.
AI business engineering leadership tech-jobs AI Enterprise Software Context in AI foundation models
Summary
This post emphasizes the importance of context in enterprise AI, arguing that while foundation models may be impressive in demonstrations, real-world applications require a deeper understanding of context to truly drive production value. It highlights that context goes beyond mere data input, illustrating how it can significantly influence AI outcomes.
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