Two Days Before the 09:00:00 AM Bell: Ten 45-Minute Trials, the 335:1 Context Tax, and Inside a 7-Layer External Brain / Dos días antes de la campana de las 09:00:00: Diez ensayos de 45 minutos, el impuesto de contexto de 335:1 y dentro de un cerebro externo de 7 capas (Neural Network & AI Brain Development Review — Edition III)

Edition III of the Neural Network & AI Brain Development Review (*The Day I Decided to Gift Gemini Its Own Brain* series, following Edition I DOI 10.5281/zenodo.23825770 and Edition II DOI 10.5281/zenodo.23983225). Complete bilingual English (47 pages) and Spanish (49 pages) master monographs sharing one canonical Zenodo record. Prepared ahead of the November 14–15, 2026 NASA Space Apps Challenge in Montreal (Room F-500). Documents the live-fire ten-entry benchmark under 45-minute windows, the 335:1 context re-read tax and quota exhaustion, closed model relays versus open inspectable contracts (Cognitive Continuity Protocol / CCP v3 under Neutrosophic <T,I,F> gates), the 25-region seven-layer external software brain (L0–L6) under the Law of Zero Biological Words in Code, and the nocturnal 05:00 AM Phase 3 REM glymphatic consolidation engine with 6 hardware guards (G1–G6) and an exclusive 30-source primary scientific registry [E01]–[E30]. By Jean-Sébastien Beaulieu (SecuredMe, ORCID 0009-0007-2904-0443), with research partners Google Antigravity, Anthropic Claude Code Pro, and OpenAI Codex.