Articles
Deep-dives on challenge-based learning, the credential economy, and what industry actually wants from graduates. Written for students, faculty, and anyone curious about how this fits together.
The resume problem is not that candidates lie. It is that resumes ask hiring teams to trust skill claims without giving them anything to verify. Here is how to fix that — assessments, references, verifiable credentials, and when each one works.
Early-career hiring at most companies still runs on four assumptions that the evidence does not support. Pedigree, GPA, behavioural interviews, completion certificates. Here is what each one actually predicts, what does, and a three-step fix that does not require burning down the funnel.
ChatGPT, Claude, NotebookLM, Perplexity. The four free tools college students actually use, what each is good at, what each is not, and the hardest skill: using them without cheating yourself out of the learning.