Would you voluntarily spend another five hours on this kind of problem? Why?
Systems, Algorithms & Research · 2–3 days
Reproduce and question a small result
Experience disciplined curiosity, baselines and honest reporting.
Start the experiment01 · Setup
What you need
- Basic algorithms and comfort reading technical material.
You may stop when the timebox ends. An incomplete result is still useful evidence.
02 · Task
The work sequence
- 01
Choose one claim from a course note or simple paper.
- 02
Implement the smallest experiment that reproduces it.
- 03
Change one assumption and measure what happens.
- 04
Write one page: method, result, limitation and next question.
03 · Pay attention
Watch your reaction, not only the output
- Did failed reproduction deepen your curiosity?
- Could someone verify your method from the report?
Plot twist
Difficulty does not mean the career is a bad fit. The useful question is whether curiosity returned after the difficulty.
04 · Reflect
Three honest questions
Which part gave you energy, and which part drained it?
What evidence—not a salary video—would you gather before choosing this path?
This site does not save your answers. Put them in your own notebook if useful.
05 · Where to go next