AI Native Daily Paper Digest – 20251112
1. Grounding Computer Use Agents on Human Demonstrations 🔑 Keywords: GroundCUA, GroundNext, desktop environments, natural language instructions, human-verified annotations 💡…
AI Native Daily Paper Digest – 20251111
1. HaluMem: Evaluating Hallucinations in Memory Systems of Agents 🔑 Keywords: Memory Hallucination, HaluMem, LLMs, User-centric Datasets, Memory Reliability 💡…
AI Native Daily Paper Digest – 20251110
1. Too Good to be Bad: On the Failure of LLMs to Role-Play Villains 🔑 Keywords: Large Language Models, Moral…
AI Native Daily Paper Digest – 20251107
1. Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm 🔑 Keywords: Thinking with Video, Video Generation Models,…
AI Native Daily Paper Digest – 20251106
1. Diffusion Language Models are Super Data Learners 🔑 Keywords: Diffusion language models, Any-order modeling, Iterative bidirectional denoising, Monte Carlo…
AI Native Daily Paper Digest – 20251105
1. Don’t Blind Your VLA: Aligning Visual Representations for OOD Generalization 🔑 Keywords: Vision-Language-Action models, Vision-Language Models, VL representations, action…
AI Native Daily Paper Digest – 20251104
1. Every Activation Boosted: Scaling General Reasoner to 1 Trillion Open Language Foundation 🔑 Keywords: Ling 2.0, Mixture-of-Experts, sparse activation,…
AI Native Daily Paper Digest – 20251103
1. OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows 🔑 Keywords: Vision-Language Models, Formal Verifier, Contextual…
AI Native Daily Paper Digest – 20251030
1. JanusCoder: Towards a Foundational Visual-Programmatic Interface for Code Intelligence 🔑 Keywords: JanusCoder, Visual-programmatic Interface, Multimodal Code Corpus, AI-generated Code…