#AutoResearch

#Agents45#YouTube23#Developer Tools19#MCP18#RAG16#Claude Code14#Reinforcement Learning14#Agent Evaluation13#Retrieval13#Agent Skills12#MoE12#Multi-Agent Systems12#On-device AI12#Agent Harness10#Agent Systems10#Benchmark10#Coding Agents10#VLM10#AI Engineer9#Long Context9#Multimodal9#Open Weights9#Agentic AI8#Codex8#Tool Use8#AI Agents7#Embeddings7#Hugging Face7#OCR7#Reasoning7#Vision-Language Models7#Agent Memory6#Agent Workflows6#arXiv6#Claude6#Context Engineering6#Document Intelligence6#GRPO6#LoRA6#Model Training6#NVIDIA6#Qwen6#Qwen36#SKILL.md6#Agent Training5#AI for Science5#AI Safety5#Anthropic5#Computer Vision5#Edge AI5#Fine-tuning5#Foundation Models5#Quantization5#Reranking5#RLVR5#Synthetic Data5#Data Pipeline4#Deep Research4#Gemma4#Image Generation4#Inference Optimization4#LLM Architecture4#LLM Evaluation4#LLM Systems4#Observability4#Open Source4#Test-Time Scaling4#Vector Search4#Video Generation4#VLA4#Workflow Automation4#Agentic Coding3#AI Governance3#Auto Research3#AutoResearch3#Design Systems3#Distillation3#Document AI3#Evaluation Benchmark3#Google DeepMind3#Harness Engineering3#KV Cache3#Liquid AI3#LLM Agents3#LLM Serving3#LLM Training3#MLOps3#Multi-Agent3#Object Detection3#Proactive Agents3#Prompt Engineering3#PyTorch3#Qwen3-VL3#Research Agents3#Robotics3#Security3#Self-Evolving Agents3#Sparse Attention3#Sparse Models3#Structured Extraction3#Survey3#TDD3#Training Systems3#Transformer3#Video Understanding3#World Model3#3D Reconstruction2#Agent Orchestration2#Agent OS2#Agent Runtime2#Agent UI2#Agentic Search2#Apple Silicon2#Argilla2#Autonomous Driving2#Backpropagation2#BDD2#Blackwell2#Context Management2#Continual Learning2#Contrastive Learning2#CUDA2#Data Curation2#Data Infrastructure2#DeepSeek2#Diffusion2#Diffusion LM2#DSPy2#Edge LLM2#Enterprise AI2#Evaluation2#ExecuTorch2#Gemini2#Gemma 42#Generative UI2#GEPA2#Hallucination2#Human-in-the-loop2#if(kakao)20202#Inference2#Inference Systems2#Information Retrieval2#Jenkins2#KakaoPay2#Knowledge Distillation2#Knowledge Graph2#Korean LLM2#Kubernetes2#Language Modeling2#LFM2.52#LLM Pretraining2#LLM Reasoning2#LLMOps2#Local Agents2#Local-First2#LoCoMo2#Long-Horizon Agents2#LongMemEval2#Mechanistic Interpretability2#Memory Systems2#Microsoft Research2#MLX2#Mobile LLM2#Multimodal Agents2#Multimodal AI2#Multimodal Embeddings2#Multimodal LLM2#Multimodal Models2#Nemotron2#NVFP42#Obsidian2#OpenAI2#Personal Agents2#Post-Training2#Privacy2#Product Strategy2#Prompt Optimization2#Quant Finance2#QUEST2#Reasoning Models2#Recommender Systems2#Recursive Self-Improvement2#Research Engineering2#RF-DETR2#Roboflow2#SAM2#Skill Optimization2#Skills2#Small Language Models2#Small Object Detection2#Speculative Decoding2#Tabular Data2#Terminal-Bench2#Unsloth2#Verification2#Vibe Coding2#Vision Transformer2#Vision-Language Model2#vLLM2#2D Materials1#A-Evolve1#A/B Testing1#A2UI1#Accessibility1#Activation Steering1#Adobe Research1#AG-UI1#Agent Economy1#Agent Engineering1#Agent Protocols1#Agent Safety1#Agent Security1#AgentBench1#Agentic CLEAR1#Agentic Design1#Agentic LLMs1#Agentic Models1#Agentic Reasoning1#Agentic RL1#Agentic Security1#Agentic Self-Instruct1#Agentic Society1#AGI1#AI Co-Mathematician1#AI Coding1#AI Coding Agent1#AI Coding Agents1#AI Engineering1#AI for Mathematics1#AI Infrastructure1#AI Pricing1#AI Products1#AI SaaS1#AI-Q1#AKT-Rec1#Allen AI1#Altermagnetism1#Alyx1#AMD1#Analog Hardware1#ANN1#Antigravity1#Apple Intelligence1#AppWizzy1#AppWorld1#Arize1#ASI1#Assistive Technology1#Associative Memory1#Attention1#Attention Supervision1#Attractor Models1#Autodata1#Autogenesis1#AutoLab1#AutoML1#AutoResearchClaw1#BAGEL1#Baidu1#Benchmarks1#BES1#BI1#Biologically Plausible Learning1#Browser Agents1#Budget Forcing1#Calamari1#Calibration1#Camera Control1#Career1#Chain-of-Thought1#Chunking1#CL-Bench1#Claude Opus1#Claw AI Lab1#Claw-Anything1#ClawHub1#CLEAR1#Clinical AI1#ClinSeekAgent1#Closed-loop Simulation1#Cloud VM1#Code Evolution1#Code Generation1#Code Intelligence1#Code Models1#Codex CLI1#Cognitive Loafing1#Computational Neuroscience1#Computer Use1#Computer Use Agent1#Computer-Use Agents1#Consulting1#Content Moderation1#Context Compression1#Context Distillation1#Context Graphs1#Context Learning1#Contextual Bandit1#Continuous Generation1#CopilotKit1#Cost Efficiency1#CPM.cu1#Criticality1#Ctx2Skill1#CUA-Gym1#Cucumber1#CyberGym1#D2Hub1#DA-Next1#Data Annotation1#Data Catalog1#Data Engine1#Data Sanitization1#Data Security1#Data-Centric AI1#Dataset Ops1#DCI-Agent1#Deep Search1#DeepEval1#DeepSeek-OCR1#DELEGATE-521#Delegated Work1#Delegation Intelligence1#Delivery1#Delta-Mem1#Demand-Driven Context1#Design Research1#Design Tools1#DESIGN.md1#Desktop Apps1#DevOps1#Diffusion Language Models1#Diffusion LLM1#Diffusion Transformer1#Direct Corpus Interaction1#Distilabel1#Distributed Training1#DKOS1#DNN Runtime1#Document Editing1#DPO1#DualOptim+1#Dynin-Omni1#EDA1#Edge Inference1#Effect1#Efficiency Frontier1#Efficient Coding1#Efficient Inference1#Egress Control1#EHR1#EKS1#Elastic1#ElevenLabs1#ELF1#Embodiment1#Enactive AI1#Encoder-free1#Enterprise Agents1#Entropy1#ERNIE 4.51#ESOD1#ETL1#Evoflux1#Evolutionary Search1#EXAONE1#Fara-7B1#FastAPI1#FastEmbed1#FDS1#Ferrimagnetism1#Financial Time Series1#Fintech1#Fisher Information1#Fixed-point1#FLARE1#FlashAttention1#Flow Matching1#Flow-GRPO1#FluxMem1#Formal Mathematics1#Forward-Forward Algorithm1#Foundation Protocol1#FP4 Attention1#Fraud Detection1#Frontend AI1#FrontierMath1#GAIA1#Gemini Embedding 21#Gemini for Science1#Google Cloud1#Google I/O1#Governance1#GPT-5.51#GPU Optimization1#GQA1#Graph Network1#GraphRAG1#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#HumanLayer1#Hunyuan1#Hy-MT21#Hybrid Attention1#Hybrid SSM1#Hypernetworks1#Hyperparameter Transfer1#ICLR 20261#ifkakao1#ifkakao20201#Image Editing1#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#Keye-VL1#Kimi1#Knowledge Bases1#Knowledge Catalog1#Knowledge Graphs1#Knowledge Management1#KoHRM1#KOLongDoc1#Korean AI1#Korean VLM1#Kotest1#Kotlin1#Kronos1#Lance1#Latent Reasoning1#Latent Space1#Layout Analysis1#LazyCodex1#Leaderboard1#Lean1#LEAP1#Learning Rate Transfer1#Legacy Systems1#LFM21#License Compliance1#Life-Harness1#LightMem1#LiteLLM1#LiteVLA-H1#LLM Depth1#LLM Fundamentals1#LLM Infrastructure1#LLM Internals1#LLM Ops1#LLM Safety1#LLM Wiki1#LM Programs1#Local AI1#Local Harness1#Local LLM1#Locally AI1#LocateAnything1#Logic Synthesis1#Long Document QA1#Long Video Understanding1#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#MCP Apps1#MCTS1#MDASH1#Megatron-LM1#MemForest1#Memory Compression1#Memory-Augmented Generation1#Meta AI1#Meta-Optimization1#MetaAgent-X1#Metadata1#Microsoft1#Microsoft AI1#Microsoft Security1#Mid-Training1#MiMo1#Mind2Web1#MiniCPM-V1#MiniCPM41#MinT1#Mistral1#Mistral AI1#Mixture of Experts1#ML Engineering1#MLLM1#mmGRPO1#MMProLong1#Mobile Agents1#MobileLLM-R11#MobileMoE1#MockK1#Model Adaptation1#Model Compression1#Model Pruning1#Model Studio1#Moderation1#ModernBERT1#Modular AI1#Monetization1#MongoDB1#Moonshot AI1#MTEB1#Multi-Agent Debate1#Multi-LoRA1#Multi-turn Evaluation1#Multilingual Retrieval1#Multimodal Diffusion1#Multimodal Reasoning1#Multimodal Retrieval1#Multimodal RL1#Multimodal Safety1#Multimodal Search1#Multimodal Training1#NanoGPT1#Native Unified Model1#Native VLM1#Natural Language Autoencoders1#NEO-unify1#Neo4j1#Nested Learning1#Netflix1#Neural Architecture Search1#Neural Networks1#NeurIPS 20251#nGPT1#NL-Refer1#NoisyAgent1#Normalized Transformer1#NVIDIA Cosmos1#NVIDIA NeMo1#OCR-Memory1#OKF1#OLIVE Platform1#Olympiad Math1#OmniDreams1#Omnimodal1#OmniShotCut1#OmO1#On-call1#On-policy Distillation1#OneManCompany1#OneVL1#Online Memory1#ONNX1#Open Knowledge Format1#Open Models1#Open Source Compliance1#Open Training Recipe1#OpenAI API1#OpenCompass1#OpenCV 51#OpenHarness1#OpenSearch-VL1#Optimizer1#Optimizers1#OSWorld1#Ouroboros1#PaddleOCR1#PaddleOCR-VL1#PageIndex1#Paper Reproduction1#Parallel Box Decoding1#Parallel Verification1#Parameter-Efficient Tuning1#Pare-Bench1#PEFT1#Personal Assistants1#Personalization1#Piccoma1#PII Detection1#Pixel Embeddings1#Platform Engineering1#Plugins1#PowerPoint1#PP-OCRv61#PrefixLM1#Preparedness1#Presentation AI1#Presentation Tools1#Priming1#PriorVLA1#ProAct1#Procedural Memory1#Procrustes Alignment1#Product1#Product Hunt1#Productivity1#Prometheus1#Prompt Tuning1#Protocols1#Pytest1#QAT1#Query Adaptation1#Query Rewriting1#Qwen-Image-2.01#Qwen2.5-VL1#Qwen3-Next1#React1#Reasoning Model1#Recursive Reasoning1#Reinforced Agent1#ReRe1#Research1#Research Workflow1#Residual Stream1#Richard Sutton1#Risk Assessment1#Risk Management1#RL Post-Training1#RMS1#Robot Learning1#Robust MLLM1#Robustness1#RoPE1#Router1#Routing1#Runtime Systems1#Rust1#Safety1#Safety Alignment1#SAHI1#SANA-WM1#Sandboxing1#Sandcastle1#SARIF1#Science Skills1#Scientific Discovery1#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#SGLang1#Shot Boundary Detection1#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#Spatial Reasoning1#SpatialBench1#Specification First1#Speech1#Spintronics1#SPLADE1#SQL1#SRA-Bench1#State Space Model1#Static Analysis1#Storybook1#Streaming Data1#Stripe1#SU-011#Subterranean Agent1#Supply Chain Security1#Swarm Intelligence1#SWE-Bench1#SWIM1#Sycophancy1#TabEmbed1#TabPFN1#Talent Market1#TEDS1#Temporal Indexing1#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#TorchAO1#Training Recipes1#Trajectory Audit1#Transformers1#Triton1#Tuna-21#TypeScript1#UI Engineering1#UI Inspiration1#UI over MCP1#UI Testing1#Uncertainty1#Usage-Based Billing1#User Simulation1#Validation1#Valleytronics1#Vector Database1#Video Editing1#Vision-Language Alignment1#Visual Grounding1#Visual Recovery1#Visual Regression1#Vulnerability Discovery1#WBench1#Web Agents1#WorkOS1#World Models1#X2SAM1#ZeroEntropy1#Zyphra1#μP1

Evaluation & Benchmarks

AutoLab은 에이전트 평가를 몇 시간짜리 실험 루프로 끌어올린다

AutoLab은 36개 실행형 연구·엔지니어링 최적화 과제로 frontier 모델이 반복 측정·수정·시간 관리까지 해낼 수 있는지 묻는 장시간 에이전트 벤치마크다.

Sangmin Lee2026.06.05

Research Agents

AutoResearch AI는 과학 자동화를 자율성보다 검증 책임의 문제로 본다

AutoResearch AI는 AI 연구 자동화를 L0~L4 자율성, 다섯 워크플로 단계, 과학 품질 평가, 도메인별 상한으로 정리하며 완전 자율보다 검증·출처·책임 설계를 핵심 병목으로 본다.

Sangmin Lee2026.05.28