Computer Science 448
Innovating Across Technology, Business, and Marketplaces
Spring 2025


Course Information | Schedule | Write-ups | Project | Help

COURSE INFORMATION

Course description.  Course teaches engineering students about issues tackled by leading Chief Technology Officers: the technical visionaries and/or managers who innovate at the boundaries of technology and business by understanding both deeply, and who are true partners to the CEO, not just implementers of business goals. Focus will be on thinking like a CTO (of a startup and a large company) from technology and business perspectives, and on software and Internet-based businesses. Industry-leading guest speakers provide perspectives too.

This class will have three components to it:

Recommended reading list.

Past speakers have included J. Dorsey, co-founder of Twitter and CEO of Square; M. Whitman, CEO of Ebay and now HP; F. Wilson, of Union Square Ventures; P. Graham, of Y!Combinator; S. Altman, of Y!Combinator; J. Hennessy, President of Stanford University; J. Yang, co-founder of Yahoo!; D. Greene, co-founder and CEO of VMWare; J. Clark, co-founder of Netscape and Silicon Graphics; T. Siebel, founder and CEO of Siebel Systems; and C. Dickerson, CEO of Etsy.

Grading.  The grading is structured as follows:

All write-ups should be submitted via Canvas by the deadline.

Absence Policy. Attendance absence is excused with a doctor’s note for a health issue or for a family emergency, a note from their residential dean.

Late Book Report Policy. 10% of your final grade will be docked per day up to 5 days, after which the assignment is not accepted.

AI/LLM Assistance Policy. AI tools such as ChatGPT are completely prohibited for use when drafting/writing a paper and/or oral presentation. Each advisor or IW seminar leader will determine whether it is okay to use AI tools for other tasks such as data set generation, coding support, etc. In any case, all uses of AI tools must be documented in your reports, presentations, and any code you turn in.

Staff, Office Hours and Other Help. 

Instructor
Jaswinder P. Singh
Email: jps@cs.princeton.edu
Office: Computer Science 423
Office Hours: TBD, email to schedule.

Instructor
Robert Fish
Email: rfish@cs.princeton.edu
Office: Corwin Hall 37
Office Hours: TBD, email to schedule

AI
Siyang Wu
Email: sw2776@princeton.edu
Office: Computer Science 003
Office Hours: Wednesday 3.00 - 4.00 pm

AI
Stamatis Alexandropoulos
Email: sa6924@princeton.edu
Office: Friend Center 001C
Office Hours: Thursday 5:30 - 6:30 pm

AI
Minkyu Jeon
Email: mj7341@princeton.edu
Office: Virtual
Office Hours: Thursday 10:00 - 11:00 pm

UCA
Yousef Amin
Email: ya4118@princeton.edu
Office: Virtual
Office Hours: Monday 3:00 - 4:00 pm

UCA
Natalia Tam
Email: nt2017@princeton.edu
Office: Virtual
Office Hours: Tuesday 3:30 - 4:30 pm

UCA
Allen Shen
Email: as8751@princeton.edu
Office: Virtual
Office Hours: Thursday 4:30 - 5:30 pm

UCA
Brian Chen
Email: bc1968@princeton.edu
Office: Virtual
Office Hours: Sunday 4:00 - 5:00 pm

UCA
Zain Ahmed
Email: za8164@princeton.edu
Office: Virtual
Office Hours: Thursday 9:30 - 10:30 am

If you have general questions about THE lectures, readings, project or other course materials, please post via Ed. Posts marked private are viewable only by instructors.