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
TPU Pod Optimization
Maximizing throughput on TPU v5e/v5p pods via XLA compilation and custom kernel fusion.
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
June 2025
TPU Pod Optimization via XLA Compiler Acceleration
Systematic study of compiler-level optimizations reducing latency by 3.4× on Google TPU v5e.