TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning
While Multimodal Large Language Models (MLLMs) excel in general tasks, rigorous scientific reasoning remains challenging due to the limitations of monolithic, linear planning. Such sequential designs often suffer from visual-semantic misali
https://arxiv.org/abs/2607.14658v1 ↗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
M
Mingze Xu
1.0
low confidence
Y
Yinghui Li
2.0
low confidence
J
Jiayi Kuang
2.0
low confidence
Z
Zhanhui Kang
2.0
low confidence
D
Di Yin
2.0
low confidence
Y
Ying Shen
2.0
low confidence
X
Xing Sun
2.0
low confidence
Y
Yuxing Han
2.0
low confidence
M
Mei‐Yan Xu
3.6
low confidence
Activity & evidence
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