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Artificial Intelligence Research
Research Agenda
The goal of our AI Research program is to explore and advance cutting-edge research in the fields of AI and Machine Learning, as well as related fields like Cryptography, to develop solutions that are most impactful to the firm’s clients and businesses.
The AI Research team is headquartered in New York and present in key hubs around the world.
Our Aspirational Research Goals
We launched seven long-term aspirational Research Goals to accelerate our transformation mission and enable purposeful AI research outcomes.
AI to Predict and Affect Economic Systems
Understandably using complex economic systems and develop innovative strategies to manage extreme/unseen situations.
AI to eradicate financial crime
Alert Before Financial Crime Happens
AI to Liberate data safely
Enable secure information sharing in the financial services industry without leaking any sensitive information
AI to perfect client experience
First-class goals based on their observed behavior to drive a superior client experience.
AI to empower employees
Dramatically increase productivity, timeliness, employee experience, and operational efficiencies.
AI to agentize Policy Compliance
Monitor all processes continuously and automatically for compliance with existing laws and regulations.
Establish Ethical and Socially Good AI
Ensure that as JPMC extends its capabilities with AI, the AI we create operates ethically and in ways that improve the lives of our clients, employees, and the communities we serve.
Our Foundational Areas
Data & Knowledge
Massive Data Understanding, Graphs Learning, Synthetic Data, Knowledge Representation
Learning From Experience
Reinforcement Learning, Learning from Data, Learning from Feedback
Reasoning and Planning
Domain Representation, Optimization, Reasoning under Uncertainty and Temporal Constraint
Safe Human AI Interaction
Agent Symbiosis, Ethics and Fairness, Explainability, Trusted AI
Multi Agent Systems
Multi Agent Simulation, Negotiation, Game and Behavior Theory, Mechanism Design
Secure and Private AI
Privacy, Cryptography, Secure Multi-Party Computation, Federated Learning
Machine Vision and Language
Multi Agent Simulation, Negotiation, Game and Behavior Theory, Mechanism Design
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