RESEARCH HUB
Microbix Labs Research
Advancing the frontier of applied AI engineering. Read our latest papers and technical posts on model optimization and safety architecture.
Active Research Areas
NVIDIA H100 GPU Optimization
Maximizing throughput on NVIDIA H100 SXM5 GPU clusters via NVLink 4, FP8 Transformer Engine, and TensorRT-LLM.
Multi-Model Orchestration
Routing protocols for dynamically dispatching requests across distinct specialized neural models.
Agent Safety & Alignment
Adversarially robust safety guards and autonomous sandbox environments for agentic behaviors.
Streaming SSE Subsystems
Ultra-low latency Server-Sent Events architecture for real-time generative output delivery.
Latest Publications
August 2026
NVIDIA H100 GPU Cluster Optimization via TensorRT-LLM & NVLink 4
Systematic study of kernel-level optimizations reducing latency by 3.8× on NVIDIA H100 SXM5 GPUs.