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Research & Development
AI Systems Gain Deeper Social Understanding with New World Models
TLDR: Researchers introduce S3AP, a structured representation formalism that helps AI systems understand and reason about complex social dynamics from free-form narratives. This enables...
Research & Development
Unifying Robot Intelligence: How Robix Handles Complex Tasks and Human Talk
TLDR: Robix is a new unified AI model that allows robots to understand complex instructions, plan long-term tasks, and interact naturally with humans. It...
Research & Development
GradeSQL: Enhancing Text-to-SQL Performance with Outcome Reward Models
TLDR: GradeSQL introduces a novel framework for training Outcome Reward Models (ORMs) to rank SQL queries generated by Large Language Models (LLMs). By focusing...
Research & Development
Boosting 3D CAD Part Retrieval with Reflective AI: A Training-Free Framework
TLDR: This research introduces a novel, training-free framework called "Error Notebooks" combined with Retrieval-Augmented Generation (RAG) to significantly improve part retrieval in complex 3D...
Research & Development
Ensuring Language Models Reason for the Right Reasons
TLDR: The paper introduces Counterfactual Sensitivity Regularization (CSR), a novel training method that significantly improves the faithfulness of large language models (LLMs). CSR works...
Research & Development
Securing the Web from AI Agents: Introducing Reasoning Gates
TLDR: A new framework called 'Reasoning Gates' is proposed to throttle AI web agents, preventing abuse like denial-of-service attacks and scraping. It uses rebus-based...