Critsly: An Artefact-Aware AI Critique Teammate for Design Education and Project-Based Learning

This collection of recent CS/Computing & Society papers surfaces multiple security and privacy-relevant themes rather than a single technical vulnerability. Notable risks include large-scale audio analysis (VANPY) that enables mass speaker diarization and gender classification (surveillance and deanonymization), privately governed "smart compounds" that centralize sensor and access-control data outside municipal oversight, and cross‑border data‑flow decision modeling that highlights compliance-driven localization patterns and operational exposures. Work on autonomous AI agents in journalism, a