edtech

A phone on a small cafe table in Paris showing a language-learning lesson, half-empty espresso cup beside it.

Duolingo’s Methodology, Honestly Assessed

Why a 1,247-day Duolingo streak rarely produces a speaker, what the app is genuinely good at, and what serious learners add to…

• 6 min read
A university seminar room after hours with an open laptop on a desk and stacked course readers beside a coffee cup.

Custom GPTs for Coursework: Where They Help and Where They Don’t

An honest assessment of GPT Store tutors, flashcard generators, and rubric graders in college coursework: what works, what breaks, what's oversold.

• 6 min read