Atom Learning Model (ALM): how a real classroom got tokenised

arXiv:2608.21106 · cs.CY, cs.AI · Submitted 2026-08-21 · Read on arXiv

cs.CY, cs.AI

Submitted: 2026-08-21

Updated: 2026-08-30

Code: https://github.com/philippbogdan/atom-learning-model

Terminology

• Atom Learning Model — 3× in this paper
• Verifier — 3× in this paper · explained in 2 episodes
• Accuracy — 2× in this paper · explained in 1 episode
• Ablation — 1× in this paper · explained in 1 episode
• Adaptation — 1× in this paper · explained in 1 episode
• Alignment — 1× in this paper · explained in 1 episode
• Clustering — 1× in this paper · explained in 2 episodes
• Grounding — 1× in this paper · explained in 3 episodes
• In Intelligent Tutoring Systems — 1× in this paper
• Personalization — 1× in this paper · explained in 2 episodes

Sources

• Automated Knowledge Component Generation for Interpretable Knowledge Tracing in Coding Problems
• Training and Evaluating Language Models with Template-based Data Generation

Related papers

• GenAIT: Development and Validation of an Objective Generative AI Literacy Test for High School Students
• Reasoning Enhances Robustness to Prompt Injection in LLM-Based Consensus
• Generative AI Purpose-built for Social and Mental Health: A Real-World Pilot
• Comparative analysis of privacy-preserving open-source LLMs regarding extraction of diagnostic information from clinical CMR imaging reports
• PersonaMem-v3: Toward Omni-Platform Personal Intelligence for Holistic User Understanding, Recommendation, and Agentic Tasks
• What is an intelligent system?