Multimodal Collaborative Agents for Next-Gen Commerce — Nidhi Kaushik Vyas, Google DeepMind
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AI Engineer
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AI Engineer
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Terms in this piece · Glossary
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
Why it matters
When users arrive with fuzzy intent, expected information gain beats a fixed clarifying-question checklist, and per-stage autoraters plus confidence scoring give you a way to test that loop.
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