// RESEARCH & INSIGHTS

Engineering Blog

Technical posts on post-training, kernel optimization, and domain-specific AI architecture.

JULY 28, 2026

Why Small Specialist Models Outperform Frontier LLMs

An empirical study showing how 8B parameters trained on domain context outperform 400B generalist models.

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JUNE 14, 2026

Post-Training Loops for Private Enterprise Datasets

How to structure continuous DPO feedback pipelines without sacrificing data privacy.

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MAY 02, 2026

Sub-Millisecond Inference Kernels in CUDA

Optimizing attention mechanisms for mission-critical enterprise throughput.

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