Trusted Uncertainty in Large Language Models: A Unified Framework for Confidence Calibration and Risk-Controlled Refusal
กันยายน 3, 2025admin NUAI,Committee,ข่าว,Uncategorized(0)arXiv:2509.01455v1 Announce Type: new Abstract: Deployed language models must decide not only what to answer...
Truncated Step-Level Sampling with Process Rewards for Retrieval-Augmented Reasoning
เมษายน 3, 2026admin NUAI,Committee,ข่าว,Uncategorized(0)arXiv:2602.23440v3 Announce Type: replace Abstract: Reinforcement learning has emerged as an effective paradigm for training...
Trump’s mass firing just dealt another blow to American science
พฤษภาคม 1, 2026admin NUAI,Committee,ข่าว,Uncategorized(0)This past week delivered another gut punch for science in the US. This time, the...
Trump’s AI protectionism has come for robotics
สิงหาคม 3, 2026admin NUAI,Committee,ข่าว,Uncategorized(0)This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories...
Trinity-RFT: A General-Purpose and Unified Framework for Reinforcement Fine-Tuning of Large Language Models
กรกฎาคม 15, 2025admin NUAI,Committee,ข่าว,Uncategorized(0)arXiv:2505.17826v2 Announce Type: replace-cross Abstract: Trinity-RFT is a general-purpose, unified and easy-to-use framework designed for...
TRIM: Token-wise Attention-Derived Saliency for Data-Efficient Instruction Tuning
มกราคม 29, 2026admin NUAI,Committee,ข่าว,Uncategorized(0)arXiv:2510.07118v2 Announce Type: replace Abstract: Instruction tuning is essential for aligning large language models (LLMs)...
Treating enterprise AI as an operating layer
เมษายน 16, 2026admin NUAI,Committee,ข่าว,Uncategorized(0)There’s a fault line running through enterprise AI, and it’s not the one getting the...
Transforming Wearable Data into Personal Health Insights using Large Language Model Agents
กันยายน 1, 2025admin NUAI,Committee,ข่าว,Uncategorized(0)arXiv:2406.06464v3 Announce Type: replace-cross Abstract: Deriving personalized insights from popular wearable trackers requires complex numerical...
Transferring Expert Cognitive Models to Social Robots via Agentic Concept Bottleneck Models
สิงหาคม 7, 2025admin NUAI,Committee,ข่าว,Uncategorized(0)arXiv:2508.03998v1 Announce Type: new Abstract: Successful group meetings, such as those implemented in group behavioral-change...
