One of five explorations from the summer of 2026, when UT Dallas students worked with Mindspace AI on questions emerging from Situational AI. This one is a working application: RiskPulse, which applies situation recognition to emerging organizational risk.
Research Question
Can situation recognition be applied to emerging organizational risk?
A working question, drawn from the programme description. The student’s own framing will replace it.
Hypothesis
What RiskPulse expected situation recognition to add over signal monitoring alone.
Background
The problem: risks that only mean something together, and only for a particular observer.
Approach
Architecture, the situations it recognizes, the signals it uses, and how a recognized situation shapes the response.
Experiments and Preliminary Findings
What the demonstration shows and what was observed.
Open Problems
What remains unresolved.
Researchers
Manuscript
Research manuscript: HTML version and PDF download, once supplied.