Milo for higher education
Frontier intelligence for students.
Pedagogical control for professors.
Students already take questions to AI instead of office hours. Milo gives them experience with frontier tools and shows professors where the class is stuck via aggregated reports and dashboards.
Built first for undergraduate and graduate computer science and engineering courses.
Where students get stuck
Illustrative faculty view
For students
The tools students already choose. Connected to the course.
Milo starts with the open-ended chat interface students already understand. They work directly with frontier models, files, course materials, and pasted code. An integrated coding harness is coming next.
- Frontier models for explanation, research, and problem-solving
- Your syllabus, lectures, and assignments in context
- Files and pasted code in the same conversation
- Integrated coding harness coming next
For professors
See the questions that never reach office hours.
Students still ask for help. They now ask AI. Milo turns those private conversations into course-level signals that professors can act on.
Recover the missing signal
See which concepts produce repeated questions, even when office hours stay quiet.
See class patterns
Find changes in question volume and confusion without reading private conversations.
Intervene selectively
Add hints or a live-help path only where an assignment needs them.
Private conversations. Useful patterns.
Professors see aggregated trends across the class. They see an individual transcript only when a student shares it.
- Private by default. Student transcripts stay out of the professor view.
- No training on pilot conversations. Each institution sets its retention period before students join.
- Not an AI detector. Milo supports teaching. It does not assign misconduct scores.
Start with one course
Run Milo for four weeks.
Students get general-purpose AI tools with course context. Professors get a weekly brief on where the class is stuck. After four weeks, Acyclic reviews the results and next steps with you.
Request a 4-week course pilot