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  "body_markdown": "Field Notes\nMy Poster at the Google Data Science Summit\nJK Vijayaraghavan\n21 May 2026\n—\n1 min read\nShare\nGrateful to have had my poster featured at the 2026 Google Data Science Summit in Sunnyvale today.\nAutorater Context Enrichment\ntackles something I've been thinking about for a while: static prompts don't age well. Autoraters built on fixed grounding miss nuance as products evolve, and the data shows it. I explored hybrid RAG and semantic enrichment approaches to make these raters more adaptive, without exploding token costs.\nWhat I loved most about today wasn't the poster; it was the conversations around it. Engaging with the brilliant minds here sparked some great technical discussions that I'm excited to bring back to my work in Voice Experience quality.\nA few years ago, I wouldn't have imagined standing next to something like this in a room full of people I look up to. Grateful for the journey, and genuinely excited about what's ahead.",
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