Instructor-controlled AI for programming coursesSpring 2026 pilot conversations
A clearer way to use AI in CS courses.
Promotes academic integrity, delivers course-aware student help, and gives instructors visibility into student needs.
Not AI detection. Not surveillance. Policy-aligned assistance + audit trail.
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See policy → student experience → audit trail → insights in 90 seconds.
Three outcomes instructors care about.
Integrity by design
Makes acceptable AI usage explicit and auditable, reducing adversarial enforcement.
- Policy-aligned interactions
- Transparent audit trail
More relevant student help
Course context and instructor guidance improve AI responses for learning.
- Course-aware responses
- Instructor-defined boundaries
Visibility into student needs
Aggregated insights show what students struggle with across assignments.
- Pattern detection
- Pedagogical feedback
How it works
Policy presets
Configure guardrails at course or assignment level.
Course context
Instructor uploads improve relevance and reliability.
Auditable interactions
All student-AI exchanges logged with policy compliance.
Instructor insights
Aggregated patterns reveal what students need help with.
Request a conversation, invite, or demo
What we're looking for
- Instructors willing to share how they approach AI use by students, and why
- Feedback to tailor the product toward subsidized small-scale pilots
- Especially: higher-level programming classes with smaller enrollment