Evidence-based guides for L&D teams, solo practitioners, and anyone building training that learners actually finish. Each article cites published research, arXiv preprints, meta-analyses, and peer-reviewed studies, with practical takeaways you can apply this week.
Dual-channel theory, the multimedia effect, and practical guidance for delivering the same course as text, audio, video, and flashcards, without quadrupling your workload.
Generic chatbots reset every session. Research on ITS, RAG, and generative AI tutoring shows why course-grounded tutors with learner memory outperform copy-paste workflows.
How to turn a PDF, policy doc, or article into a structured, multimodal course, grounded in research on AI-assisted authoring and cognitive load.
How one-person L&D functions can ship professional training, with evidence on adaptive systems, resource constraints, and where AI actually saves time.
MOOC medians near 13% completion are not inevitable. Root causes, published research, and practical fixes, from modality mismatch to missing learner memory.
Explore the research foundation behind Sudar, or browse research papers for deeper academic context.