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State Reports

State of X Reports

Canonical state-of-X reports with summary and downloadable paper tables (CSV).

State of Agents405 papers
State of Multi-Agent Systems41 papers
State of AI Agents28 papers
State of Human-AI Interaction13 papers
State of Mental Health AI10 papers
State of Educational AI46 papers
State of Anomaly Detection29 papers
State of Recommendation Systems21 papers
State of Industrial AI15 papers
State of AI Reasoning19 papers
State of Recommender Systems20 papers
State of Financial AI26 papers
State of Medical AI619 papers
State of Healthcare AI33 papers
State of Generative Models43 papers
State of Legal AI24 papers
State of Molecular AI6 papers
State of Enterprise AI5 papers
State of LLM Efficiency12 papers
State of AI Benchmarking10 papers
State of LLM Optimization63 papers
State of LLM Inference Optimization22 papers
State of LLM Reasoning28 papers
State of Federated Learning74 papers
State of Continual Learning30 papers
State of Machine Learning Theory4 papers
State of LLM Analysis11 papers
State of Model Optimization21 papers
State of LLM Interpretability15 papers
State of Diffusion Models41 papers
State of AI Evaluation29 papers
State of AI Research9 papers
State of Model Compression13 papers
State of Benchmarking25 papers
State of LLM Training177 papers
State of AI Optimization8 papers
State of LLM Fine-Tuning14 papers
State of Optimization12 papers
State of AI Model Optimization9 papers
State of LLM Evaluation84 papers
State of Optimization Algorithms30 papers
State of Transformers7 papers
State of Theoretical AI8 papers
State of LLM Enhancement7 papers
State of Ethical AI7 papers
State of AI Interpretability10 papers
State of AI Safety48 papers
State of Security13 papers
State of AI Security55 papers
State of Bias Mitigation7 papers
State of Security AI11 papers
State of Cybersecurity AI19 papers
State of AI Governance18 papers
State of Cybersecurity24 papers
State of Explainable AI38 papers
State of AI Ethics16 papers
State of AI Alignment16 papers
State of Generative Video92 papers
State of Video Understanding33 papers
State of Computer Vision139 papers
State of Causal Inference26 papers
State of Information Retrieval5 papers
State of Time-Series Forecasting7 papers
State of Graph Learning9 papers
State of Time Series Analysis17 papers
State of Graph Neural Networks40 papers
State of AI Infrastructure7 papers
State of Benchmarking Tools5 papers
State of AI Efficiency8 papers
State of Scientific Computing5 papers
State of Vision Language Models12 papers
State of Generative AI22 papers
State of Multimodal Reasoning19 papers
State of Audio Processing7 papers
State of Speech Recognition20 papers
State of Music AI8 papers
State of Multimodal Models11 papers
State of Multimodal AI52 papers
State of Language Models19 papers
State of Conversational AI20 papers
State of Reinforcement Learning289 papers
State of Reinforcement Learning Optimization5 papers
State of Robotics Control30 papers
State of Autonomous Vehicles18 papers
State of Autonomous Driving67 papers
State of Robotics310 papers
State of Robotics AI26 papers
State of LLM Alignment18 papers
State of Robotic Navigation3 papers
State of Content Moderation AI3 papers
State of AI in Healthcare4 papers
State of Aviation AI3 papers
State of Advertising Technology4 papers
State of Neural Network Architecture3 papers
State of AI Diagnostics3 papers
State of Neural Network Optimization5 papers
State of Natural Language Processing4 papers
State of Generative Image Editing14 papers
State of AI Model Training3 papers
State of Mobile AI3 papers
State of AI Evaluation Tools3 papers
State of Content Moderation7 papers
State of Interpretable AI7 papers
State of Neural Network Training4 papers
State of LLM Safety19 papers
State of E-commerce AI4 papers
State of LLM Security28 papers
State of Model Security3 papers
State of Mathematical Reasoning6 papers
State of Cultural AI4 papers
State of Predictive Maintenance4 papers
State of Adversarial AI4 papers
State of Edge AI9 papers
State of AI Model Evaluation3 papers
State of AI Education3 papers
State of Machine Learning Tools3 papers
State of Industrial Automation4 papers
State of Neuro-Symbolic AI6 papers
State of Software Development Tools3 papers
State of Autonomous Systems4 papers
State of AI Safety and Ethics3 papers
State of Physics-Informed AI6 papers
State of Benchmark Development4 papers
State of Graph Anomaly Detection6 papers
State of Attention Mechanisms7 papers
State of LLM Adaptation10 papers
State of Time Series Classification4 papers
State of Scientific AI5 papers
State of LLM Editing3 papers
State of LLM Applications10 papers
State of Federated Learning Optimization5 papers
State of RAG14 papers
State of Geometric Deep Learning4 papers
State of Language Model Optimization4 papers
State of LLM Development3 papers
State of Robotics and Automation8 papers
State of Evaluation Frameworks3 papers
State of Document Processing5 papers
State of Time Series Modeling3 papers
State of Human-Computer Interaction13 papers
State of Machine Translation15 papers
State of Image Processing15 papers
State of Sentiment Analysis7 papers
State of Reasoning Models4 papers
State of IoT Security9 papers
State of 3D Reconstruction72 papers
State of Multilingual NLP9 papers
State of AI Theory13 papers
State of Human-Robot Interaction16 papers
State of Neural Networks3 papers
State of AI Planning6 papers
State of Multimodal Learning9 papers
State of Embodied AI17 papers
State of Bias Mitigation in AI3 papers
State of AI Model Analysis4 papers
State of Audio AI9 papers
State of Robotic Manipulation41 papers
State of Model Merging8 papers
State of Vision Models6 papers
State of NLP84 papers
State of Fairness in AI6 papers
State of Vision-Language-Action Models7 papers
State of Adversarial Attacks13 papers
State of Causal Discovery4 papers
State of World Models7 papers
State of Environmental AI7 papers
State of Dialogue Systems5 papers
State of Speech Processing10 papers
State of Graph AI4 papers
State of Mathematical AI5 papers
State of Conversational Agents3 papers
State of Symbolic Regression9 papers
State of Privacy-Preserving AI12 papers
State of Environmental Monitoring7 papers
State of Distributed Systems5 papers
State of Bioinformatics AI5 papers
State of Knowledge Graphs11 papers
State of Uncertainty Quantification9 papers
State of AI Benchmarks5 papers
State of Brain-Computer Interface6 papers
State of Text Analysis3 papers
State of Medical Imaging11 papers
State of Assistive Robotics7 papers
State of AI Models3 papers
State of Efficient Transformers3 papers
State of Sports Analytics8 papers
State of Transformer Optimization7 papers
State of Dataset Distillation7 papers
State of NLP Tools4 papers
State of Memory Systems5 papers
State of Privacy in AI5 papers
State of Inference Optimization5 papers
State of Model Interpretability5 papers

Freshness + Provenance

Last updated: Unknown
Source count: 0
Coverage window: Weekly
Method version: state_reports_v1

Sources: topic_reports, topic_summaries, papers