Perception vs Product: When Automated Feedback Feels Like Teaching (and When It Doesn’t)

AI returns polished feedback in seconds. Learners still ask: “Did a human actually read this?” That question — seemingly simple — points to something deeper. It’s not about whether the feedback is accurate or well-structured. It’s about whether learners feel taught. Recently, I watched a bootcamp demo where an instructor had built an AI assistant … Read more