Technical
Intelligence
Deep dives into sovereign AI, network resilience, and cybersecurity. Written by our engineers, for engineers.
The AI Supply Chain Attack: Securing Hugging Face Imports
Why 'pip install' is a vulnerability. Securing model weights and Pickle files.
Securing Vector Databases: The New Attack Surface
Vector DBs like Milvus and Weaviate store your company's semantic memory. Here is how to secure them.
Model Distillation: GPT-4 Intelligence on L40S Hardware
How to train small student models to mimic large teacher models, saving 90% on inference costs.
Sovereign AI for Fintech: SEC Rule 17a-4
Why Wall Street cannot use ChatGPT. Implementing WORM logs and air-gapped inference.
Liquid vs Air Cooling: Managing H100 Thermals
Why air cooling fails at 700W TDP. A look at Direct-to-Chip liquid cooling.
The State of On-Prem LLMs in 2025
Why enterprise data boundaries are shifting back to physical servers.
Zero-Trust Network Architecture
Implementing strict RBAC policies for automated AI agents.
Reducing Latency at the Edge
Optimization for global logistics firms.
H100 vs A100 Clusters
Is the upgrade worth the 3x price tag? Our lab results.
GDPR & AI Memory
Technical strategies for Machine Unlearning and Vector DBs.