AI Insights & News

Insights for working smarter with AI

Practical AI news, automation tips, and real-world insights to help your business stay ahead.

Harness Engineering: Why Your AI Agent Scaffolding Matters More Than the Model

Harness Engineering: Why Your AI Agent Scaffolding Matters More Than the Model

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.

12 May 202615 min read
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The Transformation Paradox: Why Your AI-Ready Employees Are Being Held Back by Your Organisation

The Transformation Paradox: Why Your AI-Ready Employees Are Being Held Back by Your Organisation

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.

12 May 202613 min read
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ISO 42001 AI Management System Requirements: What Organisations Building Agentic Employees Need to Know

ISO 42001 AI Management System Requirements: What Organisations Building Agentic Employees Need to Know

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.

12 May 202616 min read
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How to Run DeepSeek V4 Flash Locally: ds4 Engine Runs Frontier AI on Your Laptop

How to Run DeepSeek V4 Flash Locally: ds4 Engine Runs Frontier AI on Your Laptop

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.

10 May 202611 min read
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NemoClaw vs Microsoft Agent Framework 1.0 vs Gemini Enterprise Agent Platform: How to Run Compliant AI Agents in 2026

NemoClaw vs Microsoft Agent Framework 1.0 vs Gemini Enterprise Agent Platform: How to Run Compliant AI Agents in 2026

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.

10 May 202613 min read
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How to Build Your Own Private AI Infrastructure in 2026: Stop Renting Intelligence

How to Build Your Own Private AI Infrastructure in 2026: Stop Renting Intelligence

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.

10 May 202612 min read
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AI Regulation Is Coming to Australia: What NIST, ISO 42001, and the Privacy Act Mean for Your Business

AI Regulation Is Coming to Australia: What NIST, ISO 42001, and the Privacy Act Mean for Your Business

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.

10 May 202612 min read
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Subquadratic's 12 Million Token AI: What It Means for Australian Businesses

Subquadratic's 12 Million Token AI: What It Means for Australian Businesses

A Miami startup just launched an AI model with a 12 million token context window at one-fifth the cost. Here is what that means for your business and why context windows matter more than you think.

6 May 202612 min read
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AI Agent Managers: Why Your Business Needs Them and How Flowtivity Builds the Agents

AI Agent Managers: Why Your Business Needs Them and How Flowtivity Builds the Agents

Harvard Business Review says companies need agent managers to thrive in the AI era. Here is what that means for your business and how Flowtivity handles the technical side so you can focus on what you do best.

3 May 202612 min read
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