Founder & CEO, NovaX AI

Divyansh Shukla

Divyansh Shukla is the Founder & CEO of NovaX AI. He leads the development of next-generation autonomous AI execution platform technologies. His research focuses on scaling laws, reasoning capabilities, multimodal architectures, and autonomous AI agents designed to execute outcomes rather than just answer queries.

ORCID: 0009-0001-4122-6394 GitHub LinkedIn Google Scholar

Publications

Total Citations

100%

Open Access

Research Interests

Artificial IntelligenceLarge Language ModelsGenerative AIMachine LearningAI AgentsNatural Language ProcessingFuture AI Systems

Authored Publications

Open AccessDOI 10.5281/zenodo.20553933Large Language Models

June 5, 2026

The Evolution, Capabilities, Limitations, and Future of Large Language Models (2026): A Comprehensive Review

By Divyansh Shukla

This preprint presents a comprehensive review of the evolution, capabilities, limitations, and future directions of Large Language Models (LLMs). The paper surveys transformer architectures, scaling laws, reasoning capabilities, coding perf...

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