For educators and academic mentors
Be there when the question comes at midnight.
The lecture ends. The questions don’t.
Create your TwinWhy do prices go up when more people want something? I didn’t follow it in the lecture.
When demand grows faster than supply, prices rise. Think of concert tickets. Fixed seats, more buyers, higher prices.
Nobody gets stuck during office hours.
They get stuck at 11:48pm the night before the exam. Halfway through an assignment on Sunday. Ten minutes before a lab meeting they’re dreading.
By Tuesday afternoon the moment has passed. They’ve guessed, or moved on, or written something they didn’t understand.
For tomorrow’s case, when should a startup chase growth over profitability? I keep flip-flopping.
Start with unit economics. If each new customer earns back more than it costs to acquire, growth wins. Use the framework from week 4.
That clears it up. Thank you.
Different students need different things from you.
Course companion
Lectures, syllabus, readings, and what the assignment is actually asking for.
Office hours, before office hours
The questions you answer every year arrive answered. The queue is shorter and better.
Research guide
Papers, methods, lab expectations, and what makes a topic worth three years.
Career mentor
Internships, higher studies, placements, and whether to take the offer.
Exam prep
Revision, practice, and the concept they nodded along to in week 6.
You decide who gets in
Your class, or further than that.
Plenty of educators start closed and widen later. The juniors in your lab. Students who never got into your course. Someone three cities away who found you because of something you said.
You choose which of those happens.
Can you check my literature review structure? Also I’m doubting my whole thesis topic honestly.
Here’s how to structure the literature review, using the framework from week 3.
The topic question deserves a real conversation. I’ve opened a slot for you Thursday.
Not a directory of bots
It knows which questions aren’t its to answer.
Your Twin handles the structural question. The one underneath it comes to you.