AI Native Daily Paper Digest – 20260512
1. Qwen-Image-2.0 Technical Report 🔑 Keywords: Qwen-Image-2.0, high-fidelity synthesis, precise image editing, Multimodal Diffusion Transformer 💡 Category: Generative Models 🌟…
AI Native Daily Paper Digest – 20260511
1. Mean Mode Screaming: Mean–Variance Split Residuals for 1000-Layer Diffusion Transformers 🔑 Keywords: Diffusion Transformers, Mean-Dominated Collapse, Mean Mode Screaming,…
AI Native Daily Paper Digest – 20260508
1. Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning 🔑 Keywords: Skill1, skill selection, skill library, task-outcome objective, reinforcement…
AI Native Daily Paper Digest – 20260507
1. Stream-R1: Reliability-Perplexity Aware Reward Distillation for Streaming Video Generation 🔑 Keywords: Video Diffusion Model, Reliability, Perplexity, Distillation, Visual Quality…
AI Native Daily Paper Digest – 20260506
1. ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration 🔑 Keywords: ARIS, cross-model adversarial collaboration, research harness, execution layer, assurance layer…
AI Native Daily Paper Digest – 20260429
1. Recursive Multi-Agent Systems 🔑 Keywords: RecursiveMAS, multi-agent systems, latent-space recursive computation, RecursiveLink module, gradient-based credit assignment 💡 Category: AI…
AI Native Daily Paper Digest – 20260428
1. From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company 🔑 Keywords: OneManCompany, multi-agent systems, agent identities, Talent…
AI Native Daily Paper Digest – 20260427
1. Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond 🔑 Keywords: World Models, Predictive Environment Models, L1 Predictor, L2 Simulator,…
AI Native Daily Paper Digest – 20260424
1. LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics 🔑 Keywords: Time Series Reasoning, TSRM, Chain-of-Thought, Vision-Language…