AI Research Advisor

Creator
Creator
Seonglae ChoSeonglae Cho
Created
Created
2026 Jan 29 17:52
Editor
Edited
Edited
2026 Jan 29 18:2
Refs
Refs
In research advising, having a "skill template" = having a good question framework
First, after you get the research proposal from someone, take a look and write down some ideas.

1. Problem Framing

  • What is the core problem you’re trying to solve there?”

2. Contribution Check

  • What would be new compared to existing work?
  • If this works, who would care and why?
  • What’s the paper-level contribution here?

3. Extension Path

  • If you had 6 more months, how would you extend this?
  • What’s the obvious next version of this?
  • What breaks if you scale this up?

4. Technical Depth

  • What is the main bottleneck in your current project?
  • Where did things fail?
  • Which assumption is most fragile?

5. Advisor Value

  • What kind of help do you want from me?
  • you need feedback on theory / experiments / positioning?
  • Where are you stuck right now?

0. Talk

  • What is your current project about?
  • What is the main problem / bottleneck?
  • How would you extend this beyond previous work?
  • What’s the hardest part?
  • Do you want help with?

Why & How approach

  • Why does this work internally?
  • Does this hold across models/domains?
  • Does this still work at 10× scale?
  • Where does this method fail?
 
 
 
 
 

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