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Conversational AI doesn’t understand users — 'Intent First' architecture does

  • VentureBeat faviconVentureBeat

    Jan 25, 2026, 6:00 pm145 pts
    The modern customer has just one need that matters: Getting the thing they want when they want it. The old standard RAG model embed+retrieve+LLM misunderstands intent, overloads context and misses freshness, repeatedly sending customers down the wrong paths. Instead, intent-first architecture uses a lightweight…
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