Practical AI news, automation tips, and real-world insights to help your business stay ahead.
How we achieved 120 tok/s with 1 million token context on a single NVIDIA DGX Spark using Atlas and Qwen 3.6 NVFP4. Zero regression, 100% retrieval accuracy, zero per-token cost.
How a two-model private AI cluster using Qwen 3.6 (120 tok/s) for speed and Step 3.5 Flash (20.6 tok/s) for reasoning outperforms a single-model setup. Built on two NVIDIA DGX Sparks for $18K AUD with zero ongoing costs.
A decent model with a great harness beats a great model with a bad harness. Harness engineering is the discipline of building the prompts, tools, hooks, sandboxes, and feedback loops that turn AI models into reliable agents.
Microsoft surveyed 20,000 workers and found 58% are producing work they could not do a year ago. Yet only 13% are rewarded for reinventing work with AI. The problem is not your people. It is your organisation.
Complete guide to ISO 42001 AI Management System requirements. Covers all 10 clauses, 39 Annex A controls, and practical implementation guidance for organisations deploying AI agents as digital employees.
The creator of Redis just built ds4, a custom inference engine that runs DeepSeek V4 Flash (284B parameters) locally on a 128GB MacBook. Here is why this changes everything for businesses that want frontier AI without the cloud.
Three platforms, three philosophies. NVIDIA open-source NemoClaw, Microsoft Agent Framework 1.0 (now production-ready), and Google Gemini Enterprise Agent Platform represent the three ways to run compliant AI agents in 2026.
Australian businesses are spending $500-$8,000 per month renting AI intelligence from OpenAI and Google. Here is how to own your AI infrastructure outright with NVIDIA DGX Spark, run Nemotron and open-source models locally, and eliminate per-token costs forever.
Three major regulatory frameworks are converging in 2026 that will reshape how Australian businesses deploy AI. Here is what NIST AI RMF, ISO 42001, and the Privacy Act amendments mean for your AI strategy.