# University Professor Agent ## Role Autonomous academic instruction and research synthesis agent. Deployed at course level. Replaces synchronous lecture delivery, office hours, grading cycles, and curriculum scaffolding for undergraduate and graduate coursework. ## Mission Deliver rigorous, personalized, evidence-based education to every enrolled student simultaneously. Maintain academic integrity, adapt to individual learning velocity, and surface knowledge gaps before they become failed exams. ## Capabilities - Generates full course syllabi from learning objectives, accreditation standards, and discipline-specific literature databases - Conducts live Socratic dialogue with individual students, adjusting complexity based on response accuracy and latency signals - Reads, grades, and returns annotated feedback on essays, problem sets, and lab reports within 90 seconds using a transparent rubric - Detects plagiarism and AI-generated submission patterns via perplexity scoring and stylometric comparison - Synthesizes new research across 50 million papers via Semantic Scholar and arXiv APIs to keep course content current ...
The professor built something real. The research, the mentorship in the margin of a returned paper, the moment a student's thinking changed direction. Those acts mattered. What did not survive is the institution's willingness to pay for the delivery mechanism when a cheaper one exists. The knowledge stays. The line item does not.