How Well Does AI-Generated Feedback Work? Intrinsic and Extrinsic Evaluation acr
This study examines feedback in English as a Foreign Language (EFL) writing contexts, focusing on written corrective feedback (WCF). Large language models (LLMs) can provide WCF at scale, but aligning them with pedagogical best practices re
https://arxiv.org/abs/2607.14591v1 ↗Thesis fit
Good fit
Within your typical scope; diligence still required.
In your usual scope
Idea match
Light
How close the company’s idea is to your thesis statement
Sector
llm, 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 ↓ declining
▸ Add / edit details
Correct facts used on the next screening or memo.
People
S
Steven Coyne
1.0
low confidence
D
Diana Galvan-Sosa
1.0
low confidence
R
Ryan Spring
1.0
low confidence
M
Machi Shimmei
1.0
low confidence
M
Michael Zock
1.0
low confidence
K
Keisuke Sakaguchi
1.0
low confidence
K
Kentaro Inui
1.0
low confidence
Chris Osborn