Self-Improvements in Modern Agentic Systems: A Survey
Self-improving autonomous agents are moving from research prototypes to deployed systems. The primary goal is controllable evolution, or adaptation, from experience with minimal or even no human input. This survey frames modern self-improvi
https://arxiv.org/abs/2607.13104v1 ↗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
agents
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
Z
Zhe Ren
1.0
low confidence
Y
Yimeng Chen
1.0
low confidence
D
Dandan Guo
1.0
low confidence
G
Guowei Rong
1.0
low confidence
T
Tonghui Li
1.0
low confidence
R
R. B. Xiong
1.0
low confidence
Q
Qingfeng Lan
1.0
low confidence
L
Li Nanbo
1.0
low confidence
Y
Yibo Yang
2.0
low confidence
M
Mingchen Zhuge
1.0
low confidence
Activity & evidence
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