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Standard accuracy flatters all ten models the authors evaluate and reorders their ranking, and prompting fixes that look effective largely vanish under paired scoring.
Ludi is presented, an agentic system for socially intelligent robots that integrates interactive speech, multimodal reasoning, memory, navigation, and learned manipulation, and demonstrates a practical path toward fluid human-robot collaboration today while producing the multimodal interaction traces needed to develop...
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