AI Insights & News

Insights for working smarter with AI

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

AI for Fitout and Interior Construction Companies in Australia: 2026 Guide

How AI helps Australian fitout companies analyse project archives, generate BoQs from drawings, track material costs and reduce quoting time by 25 to 35 percent.

8 August 20267 min read
Read more

AI for Mechanical Services Businesses in Australia: Automating Parts, Pricing and Workflows

How Australian HVAC, plumbing and mechanical services businesses can use AI to track parts costs, automate quoting, optimise scheduling and reduce admin by 15+ hours per week.

8 August 20267 min read
Read more

AI for Builders and Construction Companies in Australia: 2026 Practical Guide

Practical guide to AI for Australian builders. Covers plan reading, automated quoting, scheduling, compliance, pricing and real results from testing 10 AI vision models on construction plans.

8 August 20268 min read
Read more
We Tested 10 AI Vision Models on Real Construction Plans: The Models Were Never the Problem

We Tested 10 AI Vision Models on Real Construction Plans: The Models Were Never the Problem

We tested 10 frontier AI vision models on real architectural drawings for construction takeoffs. Four of six models achieved within 10% accuracy. A median of four models hit 0.03% error. Total cost: $15. The bottleneck was never the models.

6 August 202615 min read
Read more
DeepSeek V4 Flash 0731 on Dual DGX Spark: Why 13B Active Parameters Changes Everything for Private AI Agents

DeepSeek V4 Flash 0731 on Dual DGX Spark: Why 13B Active Parameters Changes Everything for Private AI Agents

DeepSeek V4 Flash 0731 delivers frontier-level agentic performance with 13B active parameters, 10x smaller than Claude Opus. We run it on two NVIDIA DGX Sparks with Hermes Agent for private, on-prem AI workloads at 41 tok/s. Here is the full setup, cost analysis, and why it changes the economics of running AI agents locally.

2 August 202622 min read
Read more
DeepSeek V4-Flash Beats Its Own Pro Model: Agent Benchmarks That Just Changed the Game

DeepSeek V4-Flash Beats Its Own Pro Model: Agent Benchmarks That Just Changed the Game

DeepSeek V4-Flash just scored 82.7 on Terminal Bench 2.1, beating V4-Pro-Preview by 14.7%. At $0.14 per million input tokens, this is the most cost-effective agent model on the market.

31 July 20266 min read
Read more
Coding From the Fireplace: When AI Agents Run Your Tests

Coding From the Fireplace: When AI Agents Run Your Tests

How remote AI agent development with Claude enables coding from anywhere while autonomous agents run regression tests on self-improvement loops. Real-world experience with phone-based development and 24/7 AI testing.

31 July 20269 min read
Read more
Jensen Huang's First Tweet: Defending Open-Weight AI Models Against Washington Curbs

Jensen Huang's First Tweet: Defending Open-Weight AI Models Against Washington Curbs

NVIDIA CEO Jensen Huang made his first X post on July 24, 2026 to defend open-weight AI models. A coalition of 25 companies including Microsoft, Meta, OpenAI, and Y Combinator signed a letter urging Washington against premature restrictions on open-weight AI, warning that regulation would drive innovation overseas. Here is what the letter says, who signed, and why it matters.

25 July 20269 min read
Read more
AI Isn't Taking Your Job. Someone With AI Skills Is.

AI Isn't Taking Your Job. Someone With AI Skills Is.

A new Australian government report reveals which professions are most exposed to AI. The real finding? Workers with AI skills command a 56% wage premium. Training is the answer.

25 July 20268 min read
Read more