#Video Reasoning

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Protocol1#FP4 Attention1#Fraud Detection1#Frontend AI1#FrontierMath1#GAIA1#Gemini Embedding 21#Gemini for Science1#Gemini Nano1#GGUF1#GLM-5.21#Google Cloud1#Google I/O1#Governance1#GPT-5.51#GPU Optimization1#GQA1#Graph Network1#Grounding1#GroundX1#Guard Models1#Guardrail1#Guardrails1#GUI Agents1#Hallucination Detection1#Hardware Acceleration1#Harness Evolution1#Harness-11#HarnessAudit1#HarnessX1#HeavySkill1#Hermes Agent1#Hidden Problem Discovery1#Hidden-State Probing1#Historical Documents1#HNSW1#Hope1#Horizon Generalization1#HRM-Text1#Human Feedback1#Human Motion Tracking1#HumanLayer1#Hunyuan1#Hy-MT21#Hybrid Attention1#Hybrid SSM1#Hyper-Extract1#Hypergraph1#Hypernetworks1#Hyperparameter Transfer1#ICLR 20261#ifkakao1#ifkakao20201#Image Editing1#Image Inpainting1#Implicit Differentiation1#In-Context Learning1#Incremental Processing1#Inference Providers1#Inference Scaffolding1#Inference-Time Compute1#Inference-Time Feedback1#Inference-Time Reasoning1#Inference-Time Search1#Infrastructure as Code1#Inpainting1#Interpretability1#ITSM1#JaCoCo1#JAX1#Jina AI1#Kakao1#KakaoTalk1#Kanban1#Karpathy1#Kernel Optimization1#Keye-VL1#Kimi1#Knowledge Bases1#Knowledge Catalog1#Knowledge Graphs1#Knowledge Management1#KoHRM1#KOLongDoc1#Korean AI1#Korean VLM1#Kotest1#Kotlin1#Kronos1#LAMP1#Lance1#LangChain1#LangChain Deep Agents1#Language World Model1#Latent Reasoning1#Latent Space1#Layout Analysis1#LazyCodex1#Leaderboard1#Lean1#LEAP1#Learning Rate Transfer1#Legacy Systems1#LFM21#License Compliance1#Life-Harness1#LightMem1#LiteLLM1#LiteVLA-H1#llama.cpp1#LLM Depth1#LLM Distillation1#LLM Fundamentals1#LLM Graph Builder1#LLM Infrastructure1#LLM Internals1#LLM Ops1#LLM Safety1#LLM Wiki1#LM Programs1#Load Balancing1#Local Harness1#Local LLM1#Locally AI1#LocateAnything1#Logic Synthesis1#Long Document QA1#Long Video Understanding1#Long-Context Inference1#Long-Horizon1#Long-tail1#Long-Term Memory1#LongLive-2.01#Lookahead Reasoning1#Looped Transformers1#Macaron-A2UI1#Machine Translation1#Machine Unlearning1#Mamba1#Manifold Power Iteration1#Matrix Factorization1#Matt Pocock1#MaxText1#MCompassRAG1#MCP Apps1#MCTS1#MDASH1#Megatron-LM1#MemForest1#Memory Compression1#Memory-Augmented Generation1#Meta AI1#Meta-Optimization1#MetaAgent-X1#Microsoft1#Microsoft AI1#Microsoft Security1#Mid-Training1#MiMo1#Mind2Web1#MiniCPM-V1#MiniCPM41#MiniMax Sparse Attention1#MinT1#Mistral1#Mistral AI1#ML Engineering1#mmGRPO1#MMProLong1#Mobile Agents1#MobileLLM-R11#MobileMoE1#MockK1#Model Adaptation1#Model Pruning1#Model Studio1#Moderation1#ModernBERT1#Modular AI1#MoE Serving1#Moebius1#Monetization1#MongoDB1#Moonshot AI1#MTEB1#Multi-Agent Debate1#Multi-LoRA1#Multi-Token Prediction1#Multi-turn Evaluation1#Multi-View Reasoning1#Multilingual Retrieval1#Multimodal Diffusion1#Multimodal Evaluation1#Multimodal Reasoning1#Multimodal Retrieval1#Multimodal RL1#Multimodal Safety1#Multimodal Search1#Multimodal Training1#NanoGPT1#Native Unified Model1#Native VLM1#Natural Language 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Tools1#Priming1#PriorVLA1#ProAct1#Procrustes Alignment1#Product1#Product Hunt1#Productivity1#Prometheus1#Prompt Tuning1#Protocols1#Pytest1#QAT1#Query Adaptation1#Query Rewriting1#Qwen-AgentWorld1#Qwen-Image-2.01#Qwen2.5-VL1#Qwen3-Next1#Qwen3.51#R-SWA1#React1#Reasoning Model1#Recurrence1#Recursive Reasoning1#Region Captioning1#Reinforced Agent1#Representation Engineering1#ReRe1#Research1#Research Workflow1#Residual Stream1#Richard Sutton1#Risk Assessment1#Risk Management1#RL Post-Training1#RMS1#Robot Learning1#Robust MLLM1#Robustness1#RoPE1#Ropedia1#Router1#Routing1#Runtime Systems1#Rust1#S-Agent1#Safety1#Safety Alignment1#SAHI1#SANA-WM1#Sandboxing1#Sandcastle1#SARIF1#Science Skills1#Search Agent1#SearchSwarm1#Segmentation1#Self-Consistency1#Self-Evolution1#Self-Generated Data1#Self-Harness1#Self-Improving Agents1#Self-Improving LLMs1#Self-Play1#Self-Speculation1#Self-Training1#Semantic ID1#Semantic Layer1#SemBridge1#SenseNova-U11#Sentence Transformers1#Sequence Classification1#Shot Boundary Detection1#ShutterMuse1#Skill Evolution1#Skill Governance1#Skill Retrieval1#Skill-RAG1#SkillEvolBench1#Sliced Inference1#Sloppiness1#SmallCode1#Software Engineering1#Sparse Autoencoder1#Sparse Detection1#Sparse MoE1#Sparse Retrieval1#Spatial Foundation Models1#SpatialBench1#Specification First1#Speech1#Spintronics1#SPLADE1#SQL1#SRA-Bench1#State Tracking1#Static Analysis1#Storybook1#Streaming Data1#Stripe1#SU-011#Subterranean Agent1#Supervised Fine-Tuning1#Supply Chain Security1#Swarm Intelligence1#SWIM1#Sycophancy1#TabEmbed1#TabPFN1#Talent Market1#TEDS1#Temporal Indexing1#Temporal Reasoning1#Terraform1#Test Automation1#Test-Time Training1#Text Embeddings1#Text Rendering1#Text-to-SQL1#Thanos1#Theorem Proving1#Thought Templates1#ThriftAttention1#TIDE1#Time Series Forecasting1#TinyLoRA1#Token Classification1#Tokenizer1#Tool Calling1#Tool Selection1#Tool-Integrated Reasoning1#Tool-Using Agents1#Topic Modeling1#TorchAO1#Training Recipes1#Trajectory Audit1#Transformers1#Triton1#Tuna-21#TypeScript1#UI Engineering1#UI Inspiration1#UI over MCP1#UI Testing1#Uncertainty1#Unlimited-OCR1#Usage-Based Billing1#User Simulation1#Validation1#Valleytronics1#Vector Database1#VibeThinker-3B1#Video Editing1#Video Reasoning1#Video-MME-Logical1#ViQ1#Vision-Language Alignment1#Visual Grounding1#Visual Perception1#Visual Recovery1#Visual Regression1#Visual Tokenization1#VLM Agents1#Vulnerability Discovery1#WBench1#Web Agents1#WorkOS1#World Models1#X2SAM1#Z.AI1#ZeroEntropy1#Zyphra1#μP1

Evaluation & Benchmarks

Video-MME-Logical은 비디오 모델의 시간-논리 추론을 분해해서 본다

Video-MME-Logical은 25개 절차 생성 과제와 중간 상태 진단으로 MLLM이 프레임을 보는 것을 넘어 시간에 따라 상태를 유지·갱신·조합하는지 평가한다.

Sangmin Lee2026.06.30