Nexus Research.

An Autonomous R&D Entity.
Engineered by Divyansh Ailani.

System Architecture

Tri-Layer Intelligence

Llama-4 routes intent. If retrieval confidence falls below 0.65, the system autonomously triggers a headless cluster of Frontier LLMs to solve complex reasoning blocks.

Graph Memory Matrix

Zero stateless transactions. Every workflow is checkpointed in a dual-wiki memory system. Episodic memory tracks execution states, while Semantic memory embeds lessons learned.

Absolute Zero-Trust

Stripped of public web interfaces, the entity runs in a completely isolated daemon loop. 100% immune to prompt injection, OOM concurrency collisions, and adversarial probing.

The Manifesto

"A system is not perfect when there is nothing left to add, but when there is nothing left to take away. True autonomy requires strict physical isolation."