Aceloop launches Windows-native AI interview assistant emphasizing kernel-level security architecture over screenshot-based competitors.

What happened: Aceloop has introduced an AI interview copilot built on Windows kernel-level architecture (Ring 0), using direct process-memory access to read problem text, code, and terminal output instead of screenshots, OCR, or browser extensions.

Why it matters: The product positions security as its core engineering priority rather than a secondary feature. By avoiding screenshot capture, OCR, and clipboard scraping—and storing neither problem statements nor model responses as session records—Aceloop claims to reduce the surface area for sensitive data exposure during technical interviews.

What to watch: Aceloop is Windows-only, specializing in one operating system's security model rather than pursuing cross-platform compatibility. The product includes inline suggestions, Debug, Optimize, and Reasoning Mode features layered on top of the security foundation.