AI Magazine

Article	Citations
Agents of exploration and discovery	68
Day‐ahead forecasting of losses in the distribution network	42
Molecule Maker Lab Institute: Accelerating, advancing, and democratizing molecular innovation	34
Fusing remote and social sensing data for flood impact mapping	28
Robust internal representations for domain generalization	28
Knowledge Graphs: Introduction, History and, Perspectives	22
Will AI write scientific papers in the future?	21
DCV2I$\text{DCV}^2\text{I}$: Leveraging deep vision models to support geographers' visual interpretation in dune segmentation	21
Know, Know Where, Knowwheregraph: A Densely Connected, Cross-Domain Knowledge Graph and Geo-Enrichment Service Stack for Applications in Environmental Intelligence	16
The New Faculty Highlights Program at AAAI‐21	16
Issue Information	15
AgAID Institute—AI for agricultural labor and decision support	15
Transformative research focus considered harmful	14
The Third AI Summer: AAAI Robert S. Engelmore Memorial Lecture	13
Groups of experts often differ in their decisions: What are the implications for AI and machine learning? A commentary onNoise: A Flaw in Human Judgment, byKahneman, Sibony, and Sunstein (2021)	13
Advanced artificial agents intervene in the provision of reward	12
Intelligent Links: AI-Supported Connections between Employers and Colleges	12
CORRIGENDUM	11
Seq2Pat: Sequence‐to‐pattern generation to bridge pattern mining with machine learning	11
Transforming the value chain of local journalism with artificial intelligence	11
AAAI 23 Spring Symposium Report on “Socially Responsible AI for Well‐Bing”	10
Do We Need a Hippocratic Oath for Artificial Intelligence Scientists?	9
Toward the confident deployment of real‐world reinforcement learning agents	9
Data‐efficient graph learning: Problems, progress, and prospects	9
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Deploying an Artificial Intelligence‐based defect finder for manufacturing quality management	9
XAI is in trouble	8
The role of priming in anticipatory thinking	8
Decision making in open agent systems	8
Issue Information	8
Letter from the Editors: AI Magazine in the new era of AI	8
Large Scale Multilingual Sticker Recommendation In Messaging Apps	7
Agents of Exploration and Discovery	7
Institute for Artificial Intelligence and Fundamental Interactions (IAIFI): Infusing physics intelligence into artificial intelligence	6
Open issues in open world learning	6
Prosocial dynamics in multiagent systems	6
AI‐EDGE: An NSF AI institute for future edge networks and distributed intelligence	6
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Summary report for the third international competition on computational models of argumentation	5
Avoiding Negative Side Effects Due to Incomplete Knowledge of AI Systems	5
The virtual driving instructor: Multi‐agent system collaborating via knowledge graph for scalable driver education	5
A biomedical open knowledge network harnesses the power of AI to understand deep human biology	4
AAAI‐MAKE 2023: Challenges requiring the combination of machine learning and knowledge engineering	4
Learning representations for robust human–robot interaction	4
AI Institute in Dynamic Systems: Developing machine learning and AI tools for scientific discovery, engineering design, and data‐driven control	4
Intelligent links: AI‐supported connections between employers and colleges	4
Efficient and robust sequential decision making algorithms	4
Introduction to the Special Issue	4
Looking back, looking ahead: Humans, ethics, and AI	4
Framework to enable and test conversational assistant for APIs and RPAs	3
Knowledge graphs: Introduction, history, and perspectives	3
In memory of Drew V. McDermott	3
Editorial introduction	3
Editorial introduction	3
Issue Information	3
The Promise of AI in an Open Justice System	3
Energy forecasting with robust, flexible, and explainable machine learning algorithms	3
Guest Editorial: AI and the news	3
Designing for human–AI complementarity in K‐12 education	3
Clarity 2.0: Improved assessment of product competitiveness from online content	3
Toward AI assistants that let designers design	3
Issue Information	2
Looking back, looking ahead: Symbolic versus connectionist AI	2
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Feedback‐based self‐learning in large‐scale conversational AI agents	2
Avoiding Negative Side Effects due to Incomplete Knowledge of AI Systems	2
What AIs are not learning (and why)	2
Issue Information	2
Know, Know Where, KnowWhereGraph: A densely connected, cross‐domain knowledge graph and geo‐enrichment service stack for applications in environmental intelligence	2
Leveraging AI to improve health information access in the World's largest maternal mobile health program	2
Effective knowledge representation and utilization for sustainable collaborative learning across heterogeneous systems	2
Large scale multilingual sticker recommendation in messaging apps	2
Engineering AI for provable retention of objectives over time	2
Recommender systems: Trends and frontiers	2
Looking Back, Looking Ahead: Symbolic versus Connectionist AI	2

Deep learning for recommender systems: A Netflix case study	2
A survey of consumer health question answering systems	2
Issue Information	1
Issue Information	1
Using ChatGPT to produce code for a typical college‐level assignment	1
Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems	1
Creating intelligent cyberinfrastructure for democratizing AI	1
Is AI at human parity yet? A case study on speech recognition	1
The AIFS Institute: Building a better food system through AI	1
Recommending news in traditional media companies	1
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The 2023 International Planning Competition	1
In Memoriam: Roger C. Schank, 1946–2023	1
Explainability in music recommender systems	1
An analysis of Watson vs. BARD vs. ChatGPT: The Jeopardy! Challenge	1
Generative AI: An AI paradigm shift in the making?	1
Enabling AI innovation via data and model sharing: An overview of the NSF Convergence Accelerator Track D	1
Fairness amidst non‐IID graph data: A literature review	1
Athena – The NSF AI Institute for Edge Computing	1
Search and learning for unsupervised text generation	1
Conversational recommendation: A grand AI challenge	1
AI Autonomy: Self‐initiated Open‐world Continual Learning and Adaptation	1
A survey of knowledge‐based sequential decision‐making under uncertainty	1
Issue Information	1
Human‐aware AI —A foundational framework for human–AI interaction	1
Editorial	1
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Will AI Write Scientific Papers in the Future?	1
Human‐centered intelligent training for emergency responders	1
Recommendations as treatments	1
Progress in recommender systems research: Crisis? What crisis?	1
Application of deep metric learning in the verification process of wheel design similarity: Hyundai motor company case	1
Decoding human behavior with big data? Critical, constructive input from the decision sciences	1
On safe and usable chatbots for promoting voter participation	1
A survey of security and privacy issues of machine unlearning	0
AI climate tipping‐point discovery (ACTD)	0
Towards robust visual understanding: A paradigm shift in computer vision from recognition to reasoning	0
AI and core electoral processes: Mapping the horizons	0
Exploring the role of simulator fidelity in the safety validation of learning‐enabled autonomous systems	0
The return of intelligent textbooks	0
Accurate detection of weld seams for laser welding in real‐world manufacturing	0
Issue Information	0
An explainable forecasting system for humanitarian needs assessment	0
“Minimum Necessary Rigor” in empirically evaluating human–AI work systems	0
Rethinking AI magazine again	0
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AI and agents	0
The National Artificial Intelligence Research Institutes program and its significance to a prosperous future	0
Predicting micronutrient deficiency with publicly available satellite data	0
Improve robustness of machine learning via efficient optimization and conformal prediction	0
Introduction to the special issue on Innovative Applications of Artificial Intelligence (IAAI 2023)	0
Reproducibility in machine‐learning‐based research: Overview, barriers, and drivers	0
What is reproducibility in artificial intelligence and machine learning research?	0
AI‐CARING: National AI Institute for Collaborative Assistance and Responsive Interaction for Networked Groups	0
Combating misinformation in the age of LLMs: Opportunities and challenges	0
AI‐ALOE: AI for reskilling, upskilling, and workforce development	0
On the Care and Feeding of Virtual Assistants: Automating Conversation Review with AI	0
The AI field needs translational Ethical AI research	0
Building trustworthy NeuroSymbolic AI Systems: Consistency, reliability, explainability, and safety	0
Visual crowd analysis: Open research problems	0
Issue Information	0
The multisided complexity of fairness in recommender systems	0
The business of news in the AI economy	0
Issue Information	0
From learning optimization to learner flourishing: Reimagining AI in Education at the Institute for Student‐AI Teaming (iSAT)	0
Issue Information	0
Implementation of the EU AI act calls for interdisciplinary governance	0
Civicbase: An open‐source platform for deploying Quadratic Voting for Survey Research	0
The anticipatory paradigm	0
AIFARMS: Artificial intelligence for future agricultural resilience, management, and sustainability	0
Intelligent online selling point extraction and generation for e‐commerce recommendation	0
Improving search engine efficiency through contextual factor selection	0
AI4OPT: AI Institute for Advances in Optimization	0
Deceptively simple: An outsider's perspective on natural language processing	0
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Better environments for better AI	0
AI fairness in practice: Paradigm, challenges, and prospects	0
AAAI 2023 Spring Symposium on HRI in Academia and Industry: Bridging the Gap	0
Recommender systems, ground truth, and preference pollution	0
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Offline recommender system evaluation: Challenges and new directions	0
Betting on bets	0
Feedback-Based Self-Learning in Large-Scale Conversational AI Agents	0
Understanding political polarization using language models: A dataset and method	0
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A cognitive architecture theory of anticipatory thinking	0
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A submodular optimization approach to trustworthy loan approval automation	0
PADTHAI‐MM: Principles‐based approach for designing trustworthy, human‐centered AI using the MAST methodology	0
Hybrid forecasting of geopolitical events†	0
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Human‐centered recommender systems: Origins, advances, challenges, and opportunities	0
Recommender systems: Past, present, future	0
Issue Information	0
Towards smooth mobile robot deployments in dynamic human environments	0
Issue Information	0
Deploying automated ticket router across the enterprise	0
Physical scene understanding	0
Understanding the spirit of a norm: Challenges for norm‐learning agents	0
Looking back, looking ahead: Strategic initiatives in AI and NSF's AI Institutes Program	0
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Towards the ultimate brain: Exploring scientific discovery with ChatGPT AI	0
Maximizing AI reliability through anticipatory thinking and model risk audits	0
AITA: AI trustworthiness assessment	0
Introduction to the special issue on Innovative Applications of Artificial Intelligence (IAAI 2024)	0
Evaluation and Design of Generalist Systems (EDGeS)	0
Towards machines that understand people	0
Novelty detection for election fraud: A case study with agent‐based simulation data	0
Video Turing Test: A first step towards human‐level AI	0
Infrastructure for rapid open knowledge network development	0
In search of verifiability: Explanations rarely enable complementary performance in AI‐advised decision making	0
The NSF Convergence Accelerator program	0
Do we need a Hippocratic Oath for artificial intelligence scientists?	0
Optimizing smart grid operations from the demand side	0
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Hierarchical planning and reasoning about partially ordered plans—From theory to practice	0
The TILOS AI Institute: Integrating optimization and AI for chip design, networks, and robotics	0
The AI Institute for Engaged Learning	0
Considerations on creating conversational agents for multiple environments and users	0
Building effective recommender systems for tourists	0
Fair and optimal prediction via post‐processing	0
Audiences, automation, and AI: From structured news to language models	0
An AI decision‐making framework for business value maximization	0
Federated learning‐powered visual object detection for safety monitoring	0
Automatic product copywriting for e‐commerce	0
AI2ES: The NSF AI Institute for Research on Trustworthy AI for Weather, Climate, and Coastal Oceanography	0
Expanding impact of mobile health programs: SAHELI for maternal and child care	0
Engagement during pandemic teaching: Report of the EAAI‐21 Panel on Teaching Online and Blended AI Courses	0
AI‐assisted research collaboration with open data for fair and effective response to call for proposals	0
The third AI summer: AAAI Robert S. Engelmore Memorial Lecture	0
CAreFL: Enhancing smart healthcare with Contribution‐Aware Federated Learning	0
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A new era of AI‐assisted journalism at Bloomberg	0
Artificial intelligence and auditing in small‐ and medium‐sized firms: Expectations and applications	0
Intelligent planning for large‐scale multi‐agent systems	0
A survey of out‐of‐distribution generalization for graph machine learning from a causal view	0
AI and elections: An introduction to the special issue	0
SolderNet: Towards trustworthy visual inspection of solder joints in electronics manufacturing using explainable artificial intelligence	0
Food information engineering	0
Anticipatory thinking in design	0
On the care and feeding of virtual assistants: Automating conversation review with AI	0
The role and significance of state‐building as ensuring national security in the context of artificial intelligence development	0
Learning causality with graphs	0
Human-Centered Intelligent Training for Emergency Responders	0
Institute for Foundations of Machine Learning (IFML): Advancing AI systems that will transform our world	0
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The success of Conversational AI and the AI evaluation challenge it reveals	0
Knowledge graphs to support real‐time flood impact evaluation	0
Measuring the benefit of increased transparency and control in news recommendation	0
Beyond scaleup: Knowledge‐aware parsimony learning from deep networks	0
AIIRA: AI Institute for Resilient Agriculture	0
Trustworthy residual vehicle value prediction for auto finance	0
Exploring the impact of automated correction of misinformation in social media	0
Geometric Machine Learning	0
High‐definition map automatic annotation system based on active learning	0
On the reliability of Large Language Models to misinformed and demographically informed prompts	0