ai_systems_landscape_2026

Beyond Hallucination

Full Title: Beyond Hallucination: How Neuro-Symbolic Fusion Enables Verifiable Reasoning in Large Language Models

Author: Hameem M Mahdi, B.S.C.S., M.S.E., Ph.D.

Corresponding Chapter: Cognitive / Neuro-Symbolic AI — Interactive Architecture Chart


Status

Manuscript in preparation


Abstract

Coming soon.


Contents

publications/05-cognitive-neuro-symbolic-ai/
├── README.md          ← You are here
├── paper.pdf          ← Final manuscript (when ready)
├── figures/           ← Figures and diagrams
└── supplementary/     ← Supplementary materials