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Technical guides, strategic insights, and research papers to help you build with Adverant Nexus.

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25
Research Papers
18
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Business Insight

How to Build a $65 Billion Tech Ecosystem Without Surrendering Your Data

Thailand has everything needed to become ASEAN's AI superpower - except sovereign computing infrastructure. An HBR-style analysis of Thailand's $3.1B datacenter investments, regional competition, and the public-private partnership model for sovereign HPC infrastructure.

33 min read
Research Paper

Converged Intelligence: A Technical Analysis of Integrated HPC, AI-Driven Design Automation, and Geospatial Computing for Global Research Infrastructure

An academic research paper exploring the integration of high-performance computing infrastructure, AI-driven electronic design automation, and geospatial intelligence systems. This paper analyzes deployment strategies across global HPC data centers, marketplace plugin ecosystems, and progressive knowledge systems for enterprise AI platforms.

30 min read
Research Paper85.0/10

Artificial Intelligence and Knowledge Graph Technologies for Voting Rights Litigation: A Technical Framework Analysis

A comprehensive technical analysis examining AI and knowledge graph technologies for voting rights litigation, presenting an integrated platform architecture with 20 use cases mapped to active cases across 81 active democracy litigation matters.

73 min read
Research Paper

AI for National Security: Building Sovereign Intelligence Infrastructure

How air-gapped, self-hosted AI systems enable intelligence agencies and militaries to leverage frontier AI models without exposing sensitive data to adversaries. Examines five critical vulnerabilities of foreign AI dependence.

27 min read
Research Paper

AI for National Security: Building Sovereign Intelligence Infrastructure

How air-gapped, self-hosted AI systems enable intelligence agencies and militaries to leverage frontier AI models without exposing sensitive data to adversaries. Examines five critical vulnerabilities of foreign AI dependence.

57 min read
Research Paper

Data Sovereignty in the Age of AI: Why Where Your Data Lives Matters More Than Ever

As AI models require vast training data, enterprises face critical decisions about data residency, cross-border transfers, and vendor lock-in. Self-hosted solutions provide control without sacrificing capability.

13 min read
Research Paper

Data Sovereignty in the Age of AI: Why Where Your Data Lives Matters More Than Ever

As AI models require vast training data, enterprises face critical decisions about data residency, cross-border transfers, and vendor lock-in. Self-hosted solutions provide control without sacrificing capability.

13 min read
Research Paper92.0/10

MAPO Gaming: LLM-First Quality-Diversity Optimization for Automated PCB Layout Through Adversarial Co-Evolution

A novel synthesis of MAP-Elites quality-diversity optimization, Red Queen adversarial co-evolution, and Ralph Wiggum persistent iteration for automated PCB layout optimization using Large Language Models as first-class optimization operators without neural network training.

27 min read
Research Paper

Modular RAG Architecture with Self-Correction

A production-ready framework implementing query enhancement, adaptive routing, RAG Triad evaluation, and self-correction loops as a wrapper service over existing RAG infrastructure. Based on published research including HyDE, Self-RAG, and RAGAS, with projected 30-50% retrieval quality improvements.

9 min read
Research Paper

Modular RAG Architecture with Self-Correction

A production-ready framework implementing query enhancement, adaptive routing, RAG Triad evaluation, and self-correction loops as a wrapper service over existing RAG infrastructure. Based on published research including HyDE, Self-RAG, and RAGAS, with projected 30-50% retrieval quality improvements.

18 min read
Research Paper92.0/10

Autonomous Multi-Agent Orchestration for Enterprise AI

Production-deployed autonomous agent platform implementing goal-directed execution with self-reflection across 44 integrated microservices. Key innovations include a 10-phase autonomous execution loop, a Living Library service catalog with 6-factor performance scoring, and checkpoint-based recovery.

36 min read
Business Insight88.0/10

Why Your AI Strategy Is Stuck in the 1990s

Most organizations treat AI as a tool. Leaders who win treat it as an autonomous workforce. Learn the 5 practices that separate autonomous AI leaders from those stuck in the Tool Trap.

10 min read
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