Multi-step planning
Given "I'm stuck on series convergence," the Agent doesn't just answer. It diagnoses prerequisite gaps, builds a 4-step path through the right concepts, and schedules a follow-up.
Lyceum isn't a chat box wrapped around an LLM. It's a full agentic system that plans multi-step study paths, calls verified tools, retrieves from your textbooks, and stays with each student across semesters โ exactly the way a great human tutor would.
Given "I'm stuck on series convergence," the Agent doesn't just answer. It diagnoses prerequisite gaps, builds a 4-step path through the right concepts, and schedules a follow-up.
The Agent calls Python (sympy / numpy) to verify derivations, retrieves from your uploaded textbooks via vector search, runs Wolfram for symbolic math, and queries the curriculum graph โ every call is logged and auditable.
The Agent remembers Maya struggled with LIATE in week 7, that she prefers visual derivations, that she always reviews on Sunday nights โ and weaves all of it into how it teaches her in week 14.
Overnight, the Agent runs jobs without prompting โ generates next week's practice set, drafts a class digest for Dr. Hartman, and pages the dean of students about a struggling cohort it identified at 02:14 AM.
plan โ retrieve โ reason โ tool-call โ verify โ respond โ wait โ diagnose โ re-plan โ ... The student sees a teacher. Internally, an Agent is running.The Agent picks the right brain for each request โ deep reasoning for proofs, fast clarifications for follow-ups, long-context for full-textbook ingestion. Multi-vendor by design โ never a single point of failure for your students.
| Aa Model | โ๏ธ Provider | โ Routed for | โ Share | โก P50 |
|---|---|---|---|---|
๐ง Claude Opus 4.7 |
Anthropic | 28% | 2.1 s | |
โกClaude Sonnet 4.6 |
Anthropic | 34% | 820 ms | |
๐ฌ๏ธClaude Haiku 4.5 |
Anthropic | 14% | 320 ms | |
๐ปGPT-5.1 |
OpenAI | 11% | 1.3 s | |
๐Gemini 3 Pro |
9% | 1.6 s | ||
๐ฆLlama 4 Scout |
Self-hosted ยท Meta | 4% | 210 ms |
A 30-minute demo is enough to tell whether Lyceum fits your campus. We'll walk through three of the most common student help-requests at your institution โ and show you exactly how Lyceum handles them.
We'll walk through three of the most common student help-requests at your institution and show you exactly how Lyceum handles them.
For instructors, TAs, and provisioned admins. Use your institutional account, or continue with campus SSO.
Lyceum sign-in is via your institution's SSO (SAML / OIDC). Your IT administrator provisions access through Canvas / Blackboard / your campus IdP. Need help getting set up?
Thanks, there โ we've received your request. A solutions architect will email you within 4 business hours with a couple of times to meet.