Spring 2026
DESINV 190 20 - LEC 20
Special Topics in Design Innovation
Human–AI Design Methods
Kosa Kendall Goucher-Lambert, Kevin Ma
Class #:34163
Units: 3
Instruction Mode:
In-Person Instruction
Offered through
Design Innovation
Current Enrollment
Total Open Seats:
1
Enrolled: 14
Waitlisted: 0
Capacity: 15
Waitlist Max: 0
Open Reserved Seats:
3 reserved for Master of Design Students
Hours & Workload
1 to 4 hours of instructor presentation of course materials per week, and 2 to 8 hours of outside work hours per week.
Final Exam
TUE, MAY 12TH
11:30 am - 02:30 pm
Jacobs Hall 310
Other classes by Kosa Kendall Goucher-Lambert
+ 1 Independent Study
Other classes by Kevin Ma
Course Catalog Description
Selected topics in design innovation. This course cannot be used to complete any course or unit requirement for College of Engineering undergraduates.
Class Description
This course provides hands-on experience in developing innovative, customer-driven products, services, and systems through the integration of human-centered and AI-augmented design methods. Organized around four design phases (1) Identify, (2) Understand, (3) Conceptualize, and (4) Realize, students work in teams on a semester-long project that blends design research, creativity, prototyping, and communication. Each phase includes AI Expeditions, where students conduct experiments and investigations that explore the capabilities, limits, and implications of generative and analytical AI in design, and shorter AI Treks, which build focused technical and creative skills. The course emphasizes collaborative, real-world practice and critical reflection on the technical, ethical, and social implications of AI in design. Industry mentors and researchers join as coaches and guest speakers.
Class Notes
Rules & Requirements
Repeat Rules
Reserved Seats
Reserved Seating For This Term
Current Enrollment
Open Reserved Seats:
Terms in Attendance:
Undergraduate Classifications Information
Textbooks & Materials
See class syllabus or https://calstudentstore.berkeley.edu/textbooks for the most current information.
Guide to Open, Free, & Affordable Course Materials
Associated Sections
None