CMU’s MS in Artificial Intelligence & Innovation (MSAII) bridges cutting-edge AI research with entrepreneurial execution. You will code reinforcement-learning agents by day, craft go-to-market plans by night, and pitch prototypes to industry mentors in the Integrated Innovation Institute. Courses span responsible AI, scalable ML systems, and product management, while the LaunchLab incubator supplies seed funding and legal support to spin ideas into startups before graduation.
Vision-language model powering hands-free warehouse AR goggles
Federated-learning platform for privacy-preserving medical diagnosis
Explainable AI toolkit auditing credit-scoring algorithms for bias
Edge-AI chip scheduler reducing inference latency on IoT sensors
Conversational agent assisting seniors with daily task management
Synthetic-data engine generating secure datasets for driverless-car training
Autonomous drone swarm optimizing solar-farm inspection cycles
Real-time sign-language translation glasses using transformer models
RL-based energy manager for smart-grid micro-markets
AI-driven video-game level designer personalizing player difficulty
Carbon-forecast model for ESG investing integrated with Bloomberg API
Content-safety LLM detecting misinformation with fact-chain reasoning
Personalized learning coach aligning curricula with cognitive-science models
AI-powered fashion recommendation engine minimizing return rates
Policy white paper on regulating generative-AI copyright issues
Invent human-centered AI solutions and launch them from CMU’s innovation powerhouse.
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