Policy-Conditioned Constrained Decoding for Column-Level Access Control in Text-
Text-to-SQL is increasingly deployed across trust boundaries between data providers and users. Such deployment must balance three competing requirements: policy compliance, answer coverage, and bounded cost. Existing approaches typically de
https://arxiv.org/abs/2607.12341v1 ↗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
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 ↑ improving
▸ Add / edit details
Correct facts used on the next screening or memo.
People
R
Ryoto Miyamoto
1.0
low confidence
X
Xin Fan
1.0
low confidence
H
Hayato Yamana
1.0
low confidence
Ryan Cooke
Giuseppe Ancona
Simone Di Somma