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NeuroVate Lab
Neurovate Lab is a specialized unit within GCAD, focused on building advanced artificial intelligence solutions, conducting applied AI research, and delivering data-driven analytics to support intelligent decision-making and smart systems.
BEGINING: The Arabic Framework for Psychological and Professional Guidance (2004-2025)
Final Arabic book manuscript on BEGINING The manuscript positions BEGINING (2004–2025) as a comprehensive Arabic framework that integrates three dimensions—thinking style, vocational behavior, and overall psychological direction—organized through the professional compass, the professional “clock,” and tri-letter symbols (120). It emphasizes “ability/capacity” as the root that shapes consciousness and life outcomes, and it presents the model as both a practical guidance refer
Begining Co
Dec 17, 20251 min read
Technology Project Protocol Management
Technology Project Protocol Management ( TPPM): This research frames project management as an epistemic validation protocol rather than a procedural checklist, designed to reduce “epistemic drift” between strategy and implementation. TPPM overlays (not replaces) Agile/PMP by enforcing scientific cycles (hypothesis, observation, experimentation, falsification, replication) and by regulating Core Stack (pre-build reasoning) and Core Build (execution/testing). In an 18-project
Begining Co
Dec 17, 20251 min read
Symbolic-structural model of human consciousness
Symbolic-structural model of human consciousness (Arabic PDF with diagram) This paper proposes a geometric/symbolic architecture for consciousness: a “circular container” as an expandable mental space, a central triangle partitioning capability into three domains (behavioral/professional, brain/cognitive, and community/spacetime), and three axes balancing gene, acquired experience, and innateness. It further introduces inner “boxes” as minimal cognitive units (“cognitive gene
Begining Co
Dec 17, 20251 min read
BEGINING (SDSB) psychometric scale study
This document presents the BEGINING/SDSB as a standardized tool for measuring professional inclinations and academic specializations, based on a long application window (about 12 years) and a large sample (17,656 secondary/university students). It reports high reliability (0.93) and criterion-related validity via correlations with Holland SDS (83.85%), Herrmann HBDI (84.22%), and the Personality Compass (89.20%). The model organizes outcomes into 12 main career paths, each co
Begining Co
Dec 17, 20251 min read
Redefining AI via the BIGINING framework
This paper argues that many mainstream AI definitions over-focus on practical task performance and under-specify three core issues: whether systems have self-awareness, where “initial intelligence” comes from without prior data (innateness), and whether systems can form autonomous intentions/goals. It proposes a BIGINING definition of AI as the engineering of artificial consciousness by building a “synthetic innateness” that can develop toward integrated awareness, explicitly
Begining Co
Dec 17, 20251 min read


Neurovate Lab – Artificial Intelligence & Data Analytics Lab
Neurovate Lab is a specialized unit within GCAD, focused on building advanced artificial intelligence solutions, conducting applied AI research, and delivering data-driven analytics to support intelligent decision-making and smart systems. Neurovate Lab was founded by Engineer Ahmed Almalki to serve as GCAD’s center of excellence for AI innovation, with a strategic mission to transform data, research, and intelligent technologies into practical, high-impact business solutions
Begining Co
Dec 7, 20251 min read
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