I/ONX: Innovating Sustainable AI with Multi-Processor Technology

Articles by Justyn Hornor

Futuristic purple-toned AI infrastructure landscape showing interconnected semiconductor fabs, power grids, cooling infrastructure, data centers, and heterogeneous compute systems linked through a global supply chain network. The image represents the physical bottlenecks of modern AI scaling, including memory bandwidth, advanced packaging, energy demand, and silicon supply chain dependence across next-generation AI infrastructure.

Supply is All You Need

Supply is All You Need

May 12, 2026

Futuristic purple-toned AI infrastructure scene showing compressed data streams flowing through interconnected compute modules and high-density accelerator nodes. The image visualizes KV cache optimization, asymmetric quantization pipelines, runtime orchestration, and high-concurrency AI inference across advanced GPU infrastructure, representing the engineering complexity behind low-latency large language model deployment.

Hacking the Harness: Forcing TurboQuant into vLLM on AMD MI300X

Hacking the Harness: Forcing TurboQuant into vLLM on AMD MI300X

May 5, 2026

Futuristic purple-toned visualization of a collapsing monolithic AI system transforming into a distributed network of smaller interconnected AI nodes. Streams of data flow from a massive centralized compute block into modular orchestration clusters, representing the shift from large frontier models to efficient small language models, heterogeneous agentic systems, and dynamically orchestrated AI infrastructure.

The Extinction of the Monolith: Why Small Models are Eating the Enterprise

The Extinction of the Monolith: Why Small Models are Eating the Enterprise

Apr 28, 2026

Futuristic purple-toned AI orchestration network visualizing a compound AI system with interconnected compute nodes, models, databases, cloud infrastructure, and tool integrations flowing through a centralized orchestration core. The image represents enterprise AI agent harnesses, deterministic workflows, hardware-agnostic infrastructure, and multi-model orchestration across distributed systems.

The Agent Harness is the True Product

The Agent Harness is the True Product

Apr 21, 2026

Futuristic ultra-dense AI server node illuminated in purple lighting, representing advanced single-server AI inference infrastructure with high accelerator density, heterogeneous compute orchestration, and next-generation large language model deployment.

Breaking the Scale-Out Barrier: Zero-Degradation AI Inference Optimization on a 34-Accelerator Single-Server Node

Breaking the Scale-Out Barrier: Zero-Degradation AI Inference Optimization on a 34-Accelerator Single-Server Node

Apr 14, 2026