2026 Spring DESINV 190 20 LEC 20

Spring 2026

DESINV 190 20 - LEC 20

Special Topics in Design Innovation

Human–AI Design Methods

Kosa Kendall Goucher-Lambert, Kevin Ma

Jan 20, 2026 - May 08, 2026
Mo, We
02:00 pm - 03:29 pm
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

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.

Textbook Lookup

Guide to Open, Free, & Affordable Course Materials

eTextbooks

Associated Sections

None