AI Native Daily Paper Digest – 20260703
1. Program-as-Weights: A Programming Paradigm for Fuzzy Functions 🔑 Keywords: Fuzzy-function programming, neural artifacts, 4B compiler, PAW, foundation model 💡…
AI Native Daily Paper Digest – 20260702
1. PerceptionRubrics: Calibrating Multimodal Evaluation to Human Perception 🔑 Keywords: PerceptionRubrics, rubric-based evaluation, atomic auditing, Gated Scoring, Human-Aligned Rigor 💡…
AI Native Daily Paper Digest – 20260630
1. Agentic Abstention: Do Agents Know When to Stop Instead of Act? 🔑 Keywords: Agentic Abstention, LLM as Agent, Sequential…
AI Native Daily Paper Digest – 20260629
1. PhysisForcing: Physics Reinforced World Simulator for Robotic Manipulation 🔑 Keywords: PhysisForcing, Video Generation Models, Physical Consistency, DiT Features, Robotic…
AI Native Daily Paper Digest – 20260626
1. DanceOPD: On-Policy Generative Field Distillation 🔑 Keywords: DanceOPD, text-to-image generation, local editing, global editing, flow-matching models 💡 Category: Generative…
AI Native Daily Paper Digest – 20260625
1. Are We Ready For An Agent-Native Memory System? 🔑 Keywords: Memory systems, Data management, Qwen/Qwen2.5-Coder-32B-Instruct, Retrieval precision, Cost-performance trade-offs…
AI Native Daily Paper Digest – 20260624
1. Qwen-AgentWorld: Language World Models for General Agents 🔑 Keywords: Language-based world models, Agentic environment simulation, General agents, Reinforcement Learning,…
AI Native Daily Paper Digest – 20260622
1. PerceptionDLM: Parallel Region Perception with Multimodal Diffusion Language Models 🔑 Keywords: PerceptionDLM, Multimodal Diffusion Language Models, Parallel Decoding, Efficient…
AI Native Daily Paper Digest – 20260619
1. Moebius: 0.2B Lightweight Image Inpainting Framework with 10B-Level Performance 🔑 Keywords: Lightweight Inpainting, Local-Global Interaction, Adaptive Distillation, High-Fidelity, Efficiency…