AI+X
Learning Plan
A 6- or 12-month program designed for full-time college students to build real AI project experience and a career-ready portfolio.
Real-world AI+X Projects
Internships Opportunities
School/Job Applications
Join the Next Open House
PROGRAM OUTCOMES
Build Signals Top Universities and
Employers Actually Value
AI+X Concentration Credential
Complete an AI foundation course and two domain projects to earn a verified concentration in your chosen AI+X field.
Industry AI Project Experience
Apply AI to real-world contexts in finance, healthcare, robotics, strategy, and other industries.
Research & Publication Pathway
Develop your strongest project into a guided research paper with academic mentorship and a path toward publication.
(Sample Recommendation Letter)
(Industry Validation)
(Project Outcome & Portfolio)
A Structured Path to Applied AI
Our model combines online project-based learning with expert mentorship, and in-person experiences — all structured around five AI+X concentrations that evaluate what you can actually do.
MODULE 1
AI Foundations
Every AI+X learner starts with a strong AI Foundation. This shared grounding layer ensures you have the core skills to succeed in any concentration.
Hugging Face Project
AI in Natural Language Processing
Build and apply AI models to analyze, classify, and understand natural language, gaining practical skills in modern NLP techniques and tools.
NVIDIA Project
Computer 3D Graphics and Deep Learning
Create and innovate with cutting-edge computer graphics and deep learning techniques to produce advanced 3D models and simulations.
AI in Visual Computing
Build intelligent visual systems using AI to power applications in 3D modeling, object detection, image generation, and advanced sensing.
Strategic Innovation in the Age of AI: How to Build What Comes Next
Master strategic innovation in the age of AI by applying a proven 12-step process to solve real-world challenges with purpose and impact.
MIT Ecosystem AI+X Courses
Access expert-led courses in AI, engineering, and beyond — developed with faculty and researchers from the Cambridge AI+X ecosystem.
BlendED MasterSeries
Engage in real-time with faculty and peers — not just pre-recorded content.
Live, Interactive Sessions
Engage in real-time with faculty and peers — not just pre-recorded content.
The Starting Point for Every Concentration
Your Foundation prepares you for the depth and rigor of concentration work.
MODULE 2
AI+X Concentration Projects
Every AI+X concentration is built around real projects in specific domains — from quantitative finance to biotech to robotics. You'll work through industry-context problems, make real decisions under constraints, and build a portfolio that demonstrates your capability, not just your participation.
Industry-Context Projects
Solve problems modeled on real-world challenges in your concentration domain.
Evaluated Capability
Your work is assessed on reasoning, tradeoffs, and judgment — not just completion.
Concentration Depth
Two projects in one concentration builds genuine domain expertise, not scattered exposure.
Global Collaboration
Work with peers from around the world on shared challenges within your cohort.
Bloomberg Project
AI and Economics: Decision-Making with Language Models
Simulate economic decision-making with large language models (LLMs) acting as consumers, firms, policymakers, or loan officers,.
Hugging Face Project
AI in Natural Language Processing
Build and apply AI models to analyze, classify, and understand natural language, gaining practical skills in modern NLP techniques and tools.
IBM Qiskit Project
Applied Quantum Simulation
Design and simulate practical quantum circuits for chemistry, AI, and error correction using real-world tools like IBM Qiskit and variational methods.
AI in Hardware
Design and implement AI-driven hardware solutions for wearables, autonomous systems, and next-gen semiconductor optimization.
Spotify Project
AI in Marketing Personalization
Build and evaluate personalized text and image generation systems using cutting-edge generative AI techniques for real-world marketing use cases.
Boston Dynamics Project
AI and Robotics for Mobile Robot Manipulation
Build cutting-edge AI and robotics solutions to tackle real-world challenges in object detection, navigation, and design.
Anthropic Project
AI in Cybersecurity
Explore how AI reshapes cybersecurity through adversarial attacks, defense strategies, and privacy safeguards in the era of large language models.
Novo Nordisk Project
AI and Computer Vision in BioTech
Leverage AI and computer vision to transform medical imaging and accelerate biotech innovations in clinical trials.
MODULE 3
Industry Validation
Put your AI+X skills to work in a real industry setting. Industry Validation is a structured professional placement aligned with your concentration — giving you verified, hands-on experience that top employers and graduate programs recognize. Available on the 12-month plan.
Structured Industry Placement
Work in a professional setting matched to your AI+X concentration and career goals — not a simulation, but real industry experience.
Employer-Ready Proof
Graduate with verified professional experience that hiring managers and admissions committees can confirm.
Lifetime Eligibility
Once you qualify through the 12-month plan, your eligibility for Industry Validation never expires
MODULE 4
Visit Kendall Square - Home to MIT.
Experience AI+X in Person.
Every summer and winter, AI+X learners are invited to Kendall Square — home to MIT — for 2+ weeks of in-person experiences.
This is a chance to showcase your portfolio, get feedback from mentors, visit research labs, and build lasting friendships with your global cohort. The on-campus experience is optional and not a core credential — it's an amplification layer.
Portfolio Showcase
Present your concentration work to mentors, peers, and industry guests in person.
Lab & Company Visits
Step inside AI research labs and companies shaping the future of your concentration domain.
Expert Talks & Panels
Attend exclusive sessions with researchers, founders, and industry practitioners.
Global Friendships
Meet the people you've been collaborating with online — and build connections that last.
Learner Stories
That Say It Best
Join the AI+X Global Talent Community
Our learners come from 140+ top universities worldwide. We partner with leading student organizations to bring AI+X learning and evaluation to every campus and every career path.
Not Sure Where to Start? Let's Talk.
Join a free 30-minute live session with our team. Learn how the AI+X pathway works, explore the five concentrations, and figure out which plan fits your goals. No commitment required.
Can't make the live session? Apply directly →
