Zac AI Capsule

Deep Forcing: Training-Free Long Video Generation
Deep Forcing: Training-Free Long Video Generation
4DLangVGGT: Language Grounding in 4D Scenes
4DLangVGGT: Language Grounding in 4D Scenes
DynamicVerse: 4D World Modeling from Video
DynamicVerse: 4D World Modeling from Video
Semantic-First Diffusion: Faster, Better Image Generation
Semantic-First Diffusion: Faster, Better Image Generation
Reward Forcing: Efficient Video Generation Explained
Reward Forcing: Efficient Video Generation Explained
ARM-Thinker: Agentic Reward Modeling for VLM
ARM-Thinker: Agentic Reward Modeling for VLM
Nex-N1: Agentic Model for Environment Construction
Nex-N1: Agentic Model for Environment Construction
DAComp: Benchmarking Data Agents for the Data Lifecycle
DAComp: Benchmarking Data Agents for the Data Lifecycle
Flowing Backwards: Improved Normalizing Flows
Flowing Backwards: Improved Normalizing Flows
CodeVision: Thinking with Images via Programming
CodeVision: Thinking with Images via Programming
PRIS: Scaling Text-to-Visual Generation with Prompt Redesign
PRIS: Scaling Text-to-Visual Generation with Prompt Redesign
RELIC: Interactive Video World Model Explained
RELIC: Interactive Video World Model Explained
SpaceTools: AI for Spatial Reasoning with Tools
SpaceTools: AI for Spatial Reasoning with Tools
ViDiC: Video Difference Captioning Explained
ViDiC: Video Difference Captioning Explained
OneThinker: Unified Image & Video Reasoning AI
OneThinker: Unified Image & Video Reasoning AI
TACO: Stabilizing VLA Models with Test-Time Scaling
TACO: Stabilizing VLA Models with Test-Time Scaling
PretrainZero: Active Pretraining with RL
PretrainZero: Active Pretraining with RL
Qwen3-VL: Enhanced Vision-Language Model
Qwen3-VL: Enhanced Vision-Language Model
INNOGYM: AI Innovation Benchmark Explained
INNOGYM: AI Innovation Benchmark Explained
DualCamCtrl: Camera-Controlled Video Generation with AI
DualCamCtrl: Camera-Controlled Video Generation with AI
MG-Nav: Dual-Scale Visual Navigation with Sparse Memory
MG-Nav: Dual-Scale Visual Navigation with Sparse Memory
Deep Research: A Systematic Survey Explained
Deep Research: A Systematic Survey Explained
ToolOrchestra: Efficient AI Tool Use
ToolOrchestra: Efficient AI Tool Use
DeepSeek-V3.2: New Open LLM Rivals GPT-5
DeepSeek-V3.2: New Open LLM Rivals GPT-5
SpeContext: Efficient Long-Context Reasoning in LLMs
SpeContext: Efficient Long-Context Reasoning in LLMs
Cultural Bias in Text-to-Image Generation Explained
Cultural Bias in Text-to-Image Generation Explained
MultiBanana: New Benchmark for Text-to-Image Generation
MultiBanana: New Benchmark for Text-to-Image Generation
VLASH: Asynchronous Inference for Real-Time Robot Control
VLASH: Asynchronous Inference for Real-Time Robot Control
Rectifying LLM Thought: An Optimization Approach
Rectifying LLM Thought: An Optimization Approach
Tuna: Unified Visual Representation for Multimodal AI
Tuna: Unified Visual Representation for Multimodal AI