Earth Observation with Temporal & General Understanding Collection A collection of datasets , evaluations , and models for the Nutonic Project • 23 items • Updated 5 days ago • 2
view article Article Teaching Satellites to Remember: Patagonia as a Testbed for Predictive Earth Intelligence Tonic • 5 days ago • 2
Reinforcement Learning for LLM-based Multi-Agent Systems through Orchestration Traces Paper • 2605.02801 • Published 10 days ago • 7
HeavySkill: Heavy Thinking as the Inner Skill in Agentic Harness Paper • 2605.02396 • Published 10 days ago • 21
Beyond SFT-to-RL: Pre-alignment via Black-Box On-Policy Distillation for Multimodal RL Paper • 2604.28123 • Published 13 days ago • 47
ReAct: Synergizing Reasoning and Acting in Language Models Paper • 2210.03629 • Published Oct 6, 2022 • 35
Let ViT Speak: Generative Language-Image Pre-training Paper • 2605.00809 • Published 13 days ago • 32
End-to-End Autoregressive Image Generation with 1D Semantic Tokenizer Paper • 2605.00503 • Published 13 days ago • 11
Map2World: Segment Map Conditioned Text to 3D World Generation Paper • 2605.00781 • Published 13 days ago • 25
GLM-5V-Turbo: Toward a Native Foundation Model for Multimodal Agents Paper • 2604.26752 • Published 15 days ago • 104
Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation Paper • 2604.24763 • Published 17 days ago • 70
For-Value: Efficient Forward-Only Data Valuation for finetuning LLMs and VLMs Paper • 2508.10180 • Published 19 days ago • 18
GTA-2: Benchmarking General Tool Agents from Atomic Tool-Use to Open-Ended Workflows Paper • 2604.15715 • Published 27 days ago • 4
Learning Adaptive Reasoning Paths for Efficient Visual Reasoning Paper • 2604.14568 • Published 28 days ago • 8
Cut Your Losses! Learning to Prune Paths Early for Efficient Parallel Reasoning Paper • 2604.16029 • Published 27 days ago • 23