PUBLICATIONS & ADRs

Engineering Insights.

Architectural decision records, mathematical foundations, and system design philosophies published directly from the founders of QMatus.

North Star ArchitectureInteractive Whitepaper

September 2026 · 14 min read

Project SHISO: Sovereign Heterogeneous Inference & Swarm Orchestration

Why monolithic cloud AGI is computationally bankrupt, and how federated swarms of domain-distilled SLMs (1B–3B) running on sovereign hardware will power software engineering.

Author: Mr. Ashwin Sharma (Founder & Head of Engineering)

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Architecture

September 2026 · 6 min read

The Architectural Decision: Why Deterministic Math Must Anchor Generative AI

Relying on stochastic language models to track psychological state invites hallucination and score drift.

Author: Mr. Ashwin Sharma (Founder & Head of Engineering)

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Deep Tech R&D

August 2026 · 8 min read

Small Language Models: The Case for Edge Sovereignty in Enterprise Software

Why massive 70B cloud models are an architectural antipattern for domain-specific automation.

Author: Mr. Lakshay Sharma (Founder & Technology Lead)

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Systems Design

July 2026 · 5 min read

Beyond Static System Prompts: Introducing Dynamic Context Abstraction

Replacing brittle text prompts with continuous multidimensional behavioral maps.

Author: Mr. Amit Malik (Founder & Head of Research)

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