🏷️ agentic-ai-ecosystems-higher-education

LLM-generated educational questions show varying cognitive depth; models excel at factual recall but struggle with higher-order thinking questions per Bloom's taxonomy. From Memorization to Creation: …

2026-06-18 · llm, generative-ai, automated-grading, assessment, writing-education

Serious games are widely used for learning and training across domains such as healthcare, defense, and education. This chapter examines how contemporary AI approaches may support real-time instructio…

2026-05-22 · intelligent-tutoring, generative-ai, adaptive-learning, edtech-platform, professional-training

This study investigates how teachers design multi-agent instructional workflows and identifies three distinct **teacher archetypes** that emerge from behavioral log analysis of 61 in-service teachers:…

2026-05-17 · ai-literacy, faculty-development, generative-ai, multi-agent, scaffolding

Codify (also referred to as "AI Tutor") is a web-based [[intelligent-tutoring]] platform for programming education that integrates conversational AI, adaptive assessment, and learning analytics. It le…

2026-05-17 · generative-ai, higher-ed, intelligent-tutoring, llm, programming-its

> LearnMate^2: Design and Evaluation of an LLM-powered Personalized and Adaptive Support System for Online Learning **Wang, Lee, & Mutlu (2026)** — University of Wisconsin-Madison. CHI-related publica…

2026-05-15 · personalized-learning, adaptive-learning, llm, generative-ai, higher-ed

> Perl-Nussbaum & Finkelstein (2026) adapt institutional-change models to generative AI as an **arrival technology** — one that entered classrooms before pedagogical evidence existed — yielding a six-…

2026-05-14 · ai-education, institutional-change, faculty-development, higher-ed, pedagogy

Most AI-based educational tools adopt a one-on-one tutoring paradigm, pairing a single LLM with a single learner. Yet decades of learning science — from Vygotsky's Zone of Proximal Development to Band…

2026-05-11 · llm, intelligent-tutoring, scaffolding, student-experience, collaborative-ai-tutoring

> A Science editorial by University of Illinois Chicago Chancellor Marie Lynn Miranda (April 2026) arguing that higher education has a narrow window to shape AI's distribution equitably. Proposes a th…

2026-05-09 · higher-ed, equity, ai-literacy, policy-maker, regulation

> Embedding the Knowledge–Learning–Instruction (KLI) framework into multi-agent systems to act as sophisticated instructional designers for K-12 educators.…

2026-05-08 · agentic-ai, ai-literacy, human-in-the-loop, k-12, pedagogical-safety