[ AI USAGE & TRANSPARENCY DISCLOSURE ]

AI Usage & Transparency Disclosure

In accordance with Google 2026 E-E-A-T guidelines, we explicitly disclose our AI editorial policies.

DOC REF
TCH-EDU-002
LAST REVIEWED
2026-08
STATUS
IN FORCE
01

Human Curation & Verification

All historical dates, technical protocol flows, CVE numbers, and YouTube presentation URLs are manually verified and peer-reviewed by human domain experts.

02

AI Assistance

AI tools may be used for text formatting, translation, and code optimization, but never as an unverified sole source of technical facts.