SemaDiff: Identifying Semantic-Changing Commits with Generated Code and Tests
Distinguishing semantic-preserving commits from changing ones remains an open challenge in software repository mining. While existing approaches detect refactoring commits accurately, they cannot ensure that a commit is purely semantic-pres
https://arxiv.org/abs/2607.13111v1 ↗Thesis fit
Good fit
Within your typical scope; diligence still required.
In your usual scope
Idea match
None
How close the company’s idea is to your thesis statement
Sector
ai
Overlap with sectors you care about
Geography
Unknown
Location unknown — scores 0
Your thesis: “We back exceptional technical founders building AI-first products and infrastructure, deploying $100K checks within 24 hours.”
Founder → stable
Traction → stable
Idea vs market → stable
▸ Add / edit details
Correct facts used on the next screening or memo.
People
M
Maha Ayub
1.0
low confidence
M
Michael Konstantinou
1.0
low confidence
A
Ahmed Khanfir
1.0
low confidence
N
Nikolaos Tsantalis
1.0
low confidence
M
Mike Papadakis
1.0
low confidence
Mackenzie Burnett
Dan Gillespie