Earth Observation with Temporal & General Understanding Collection A collection of datasets , evaluations , and models for the Nutonic Project • 23 items • Updated about 14 hours ago • 1
view article Article Teaching Satellites to Remember: Patagonia as a Testbed for Predictive Earth Intelligence about 18 hours ago • 2
Reinforcement Learning for LLM-based Multi-Agent Systems through Orchestration Traces Paper • 2605.02801 • Published 5 days ago • 5
HeavySkill: Heavy Thinking as the Inner Skill in Agentic Harness Paper • 2605.02396 • Published 5 days ago • 17
Beyond SFT-to-RL: Pre-alignment via Black-Box On-Policy Distillation for Multimodal RL Paper • 2604.28123 • Published 8 days ago • 41
ReAct: Synergizing Reasoning and Acting in Language Models Paper • 2210.03629 • Published Oct 6, 2022 • 35
End-to-End Autoregressive Image Generation with 1D Semantic Tokenizer Paper • 2605.00503 • Published 8 days ago • 8
Map2World: Segment Map Conditioned Text to 3D World Generation Paper • 2605.00781 • Published 8 days ago • 24
GLM-5V-Turbo: Toward a Native Foundation Model for Multimodal Agents Paper • 2604.26752 • Published 10 days ago • 100
Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation Paper • 2604.24763 • Published 12 days ago • 68
For-Value: Efficient Forward-Only Data Valuation for finetuning LLMs and VLMs Paper • 2508.10180 • Published 14 days ago • 18
GTA-2: Benchmarking General Tool Agents from Atomic Tool-Use to Open-Ended Workflows Paper • 2604.15715 • Published 22 days ago • 4
Learning Adaptive Reasoning Paths for Efficient Visual Reasoning Paper • 2604.14568 • Published 23 days ago • 8
Cut Your Losses! Learning to Prune Paths Early for Efficient Parallel Reasoning Paper • 2604.16029 • Published 22 days ago • 23