SI SAFETY · SECURITY · GOVERNANCE
Building SI with accountable boundaries.
Public writing about responsible SI deployment, security engineering, human oversight, and the legal boundaries of SI-assisted hiring.
Safety by design
Understanding and reducing foreseeable risks
Human accountability
Separating SI analysis from consequential decisions
Security boundaries
Protecting data, tools, and user authority
PUBLICATIONS
Policies & engineering notes
Policy · October 2026
SI Safety and Responsible Deployment
Our approach to safety boundaries in SI-assisted interviews and candidate tools.
Governance · October 2026
Where SI Authority Ends in Hiring
Separating model recommendations from employer authority and legal responsibility.
Security · October 2026
Threat Modeling SI Agents and Uploaded Documents
Prompt injection, authorization, and untrusted input in SI workflows.
Governance · October 2026
Fairness and Explainability in SI-Assisted Assessment
Why evidence, job relevance, and review matter more than a single score.
Operations · October 2026
SI Incident Response and Continuous Evaluation
A proposed framework for triage, remediation, and learning.
Research · October 2026
Risk Management for Employment SI
Applying structured risk analysis to consequential SI workflows.