Traditional courses left students unprepared to navigate massive codebases. Using AI, they bypass boilerplate to build sophisticated apps.
A top 10 U.S. public university faced surging enrollments and a rapidly aging computer science curriculum.
The software industry shifted toward AI-assisted development, but traditional programming courses were not preparing students for this reality. Only...
“In a recent survey, seventy-seven percent of CS faculty felt that the skills to program have shifted because of the advent of tools such as AI. But only 30% had changed their classes. And so, there is a demand from faculty to shift and to change.”
Public research university and academic medical center.
Enterprise software, cloud infrastructure, and consumer electronics platform.
University of California San Diego's Programming education is part of this use case:
Related implementations across industries and use cases
Manual data cleaning and report drafting bottlenecked workflows. Now, faculty and staff use Copilot to synthesize research and speed admin.
Staff were too busy for AI seminars. Now, student ambassadors help them build custom Copilot agents, cutting reporting hours to minutes.
Class sizes left the "middle 80%" of students unseen. AI agents now coach learners, surfacing gaps for immediate human intervention.
Agencies projected an 18-month build. A non-coder used AI to launch the full platform—database to payments—in three days.
Developers hand-coded complex business logic from scratch. Now, 2,000 engineers use AI to generate it directly from detailed design docs.
Agents juggling 8+ tools struggled to keep pace. Now, AI handles 35% of chats, letting the team resolve complex issues 58% faster.
Manual spot-checks missed duplicates. AI now audits 100% of spend, catching $20k in errors and reclaiming 160 hours for analysis.
Protecting users from harmful on-device AI required internet. A powerful safety AI now runs directly on the PC, guarding users even when offline.
A 200% yearly data expansion bottlenecked global operations. Now, AI accelerates coding, drafts recipe cards, and resolves inquiries.
Traditional courses left students unprepared to navigate massive codebases. Using AI, they bypass boilerplate to build sophisticated apps.
A top 10 U.S. public university faced surging enrollments and a rapidly aging computer science curriculum.
The software industry shifted toward AI-assisted development, but traditional programming courses were not preparing students for this reality. Only...
“In a recent survey, seventy-seven percent of CS faculty felt that the skills to program have shifted because of the advent of tools such as AI. But only 30% had changed their classes. And so, there is a demand from faculty to shift and to change.”
Public research university and academic medical center.
Enterprise software, cloud infrastructure, and consumer electronics platform.
University of California San Diego's Programming education is part of this use case:
Related implementations across industries and use cases
Manual data cleaning and report drafting bottlenecked workflows. Now, faculty and staff use Copilot to synthesize research and speed admin.
Staff were too busy for AI seminars. Now, student ambassadors help them build custom Copilot agents, cutting reporting hours to minutes.
Class sizes left the "middle 80%" of students unseen. AI agents now coach learners, surfacing gaps for immediate human intervention.
Agencies projected an 18-month build. A non-coder used AI to launch the full platform—database to payments—in three days.
Developers hand-coded complex business logic from scratch. Now, 2,000 engineers use AI to generate it directly from detailed design docs.
Agents juggling 8+ tools struggled to keep pace. Now, AI handles 35% of chats, letting the team resolve complex issues 58% faster.
Manual spot-checks missed duplicates. AI now audits 100% of spend, catching $20k in errors and reclaiming 160 hours for analysis.
Protecting users from harmful on-device AI required internet. A powerful safety AI now runs directly on the PC, guarding users even when offline.
A 200% yearly data expansion bottlenecked global operations. Now, AI accelerates coding, drafts recipe cards, and resolves inquiries.