Educators’ Toolkit: From Dashboards to AI Co‑Tutors
One instructor saw half the class miscalculate compound interest. The dashboard flagged a pattern, prompting a quick micro-lesson that corrected the error. Educators, what patterns do you wish your platform highlighted sooner? Tell us and we’ll prototype examples.
Educators’ Toolkit: From Dashboards to AI Co‑Tutors
Good AI tutors ask clarifying questions, show step-by-step reasoning, and encourage reflection instead of giving answers. Learners report stronger confidence in explaining choices. Try a guided prompt tonight and message us the step where you needed the most help.
Educators’ Toolkit: From Dashboards to AI Co‑Tutors
Shared whiteboards let groups build budgets, debate trade-offs, and annotate receipts together. Peer explanations often unlock breakthroughs faster than lectures. Post your favorite collaborative exercise, and we might feature it in next week’s community spotlight.