Interventional Causal Circuits for Safe Robot Action Testing and Failure Recover
Safe physical AI for robot actions are required not only likely to succeed but tested to be safe before execution. In practice, however, formal testing of motion parameters is computationally expensive, and the cost scales poorly with the d
https://arxiv.org/abs/2607.14826v1 ↗Thesis fit
Good fit
Within your typical scope; diligence still required.
In your usual scope
Idea match
Moderate
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 ↓ declining
▸ Add / edit details
Correct facts used on the next screening or memo.
People
N
Naren Vasantakumaar
2.0
low confidence
T
Tom Schierenbeck
2.0
low confidence
M
Michael Beetz
2.0
low confidence
Activity & evidence
Similar baseline plays (YC · idea space)
Cortex AI
· Active
Large-scale real-world robot & human data for embodied AI
founders not scraped yet