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Spokes Optimizes Diverse Pretraining Data Selection for LLMs, Boosting Performance Medical Heuristic Learning: LLM-Driven Framework for Interpretable Clinical Decision Rules Commodore Callback 8020 Brings Digital Detox With Modern Apps and Retro Design PreLort: Prefix-Nested LoRA Enables Federated Fine-Tuning Across Heterogeneous Hardware Ranks Research Shows 'Retrieve, Don't Retrain' Approach Cuts AI Model Adaptation Costs Multi-Modal Attention Model Achieves 94.9% Accuracy in Automated Disaster Damage Classification Using Satellite Imagery AdaSTORM Breakthrough Scales LLM Reasoning to Thousand-Node Dynamic Graphs, Paves Way for Supply Chain AI Finance survived the quantum threat by preparing early. Mythos won't make it so easy Salesforce Acquires Customer Service AI Firm Fin for $3.6 Billion Teacher-Student Domain Adaptation Boosts Ensemble Audio-Visual Deepfake Detection by Up to 18% Spokes Optimizes Diverse Pretraining Data Selection for LLMs, Boosting Performance Medical Heuristic Learning: LLM-Driven Framework for Interpretable Clinical Decision Rules Commodore Callback 8020 Brings Digital Detox With Modern Apps and Retro Design PreLort: Prefix-Nested LoRA Enables Federated Fine-Tuning Across Heterogeneous Hardware Ranks Research Shows 'Retrieve, Don't Retrain' Approach Cuts AI Model Adaptation Costs Multi-Modal Attention Model Achieves 94.9% Accuracy in Automated Disaster Damage Classification Using Satellite Imagery AdaSTORM Breakthrough Scales LLM Reasoning to Thousand-Node Dynamic Graphs, Paves Way for Supply Chain AI Finance survived the quantum threat by preparing early. Mythos won't make it so easy Salesforce Acquires Customer Service AI Firm Fin for $3.6 Billion Teacher-Student Domain Adaptation Boosts Ensemble Audio-Visual Deepfake Detection by Up to 18%
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fine-grained

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CHILLGuard: Fine-Grained Chinese LLM Safety Guardrail with Scalable Data and Preference Alignment Technology
Artificial Intelligence #ai safety#llm

CHILLGuard: Fine-Grained Chinese LLM Safety Guardrail with Scalable Data and Preference Alignment

Researchers introduce CHILLGuard, a dedicated Chinese LLM content safety guardrail featuring a 5-macro, 31-micro category risk taxonomy. The system uses a scalable multi-stage data construction pipeline to create the CHILLGuardTrain dataset (405,007 samples) and achieves a 15.92% F1 score improvement over Qwen3Guard-8B-Strict via Model-aware Direct Preference Optimization.

Jun 16, 2026 1 source
FineVLA Framework Improves Robot Instruction Following by 62.7% in Real-World Dual-Arm Manipulation Technology
Artificial Intelligence #vision-language-action#robotics

FineVLA Framework Improves Robot Instruction Following by 62.7% in Real-World Dual-Arm Manipulation

Researchers introduce FineVLA, an open framework for fine-grained instruction alignment in vision-language-action (VLA) robot policies. The framework includes a dataset of 47,159 human-verified trajectories, a benchmark with 500 videos and 11,631 atomic facts, and a steerable policy that improves real-world dual-arm manipulation success from 49.9% (raw-only) to 62.7%.

Jun 16, 2026 2 sources