AI & Technology
From Tencent Hy4’s Vision and Computer Use to a Controlled Business Trial: What Australian Enterprises Should Verify Before Adopting a New AI Model
Introduction: What Would Make a New AI Model Ready for Your Workplace? Can it read the screen, choose the right tool and complete a useful task? More importantl
Three Numbers and One Share: How to Read an AI Company’s IPO Filing
On Monday an amended registration statement reached the US securities regulator, and with it came a detailed look inside a frontier AI company. Anthropic, which
One Line of Text Just Unified the AI Industry’s Answer to “Don’t Train on My Content”
For three years, telling an AI company not to train on your website meant knowing its crawler’s name. GPTBot for OpenAI, ClaudeBot for Anthropic, Google-Extende
Will There Be Software Engineers in 2028? The Answer Is Older Than AI
This week a Chinese AI lab released a research prototype that watches developer group chats and GitHub repositories on its own initiative, then proposes code fi
An AI Agent Just Performed Brain Surgery. The Refusal Matters More Than the Scalpel.
Boards keep asking me the same question about AI agents: when do they stop advising and start acting? A laboratory in San Francisco answered that question this
Mistral Opens a Trillion-Parameter Model as Google Locks Its Own
Two days after Google announced that its strongest model would be available only to a guarded circle of cyber defenders, Mistral AI took the opposite path. On 2
Google’s Strongest AI Model Yet Arrives Under Guard
Two weeks after launching Gemini 4 Argon, Google has announced Gemini 4 Carbon, which it calls its strongest model yet, built for cybersecurity and long-horizon
Best AI for Tradies in Australia: How to Choose the Right One (2026 Guide)
How to choose the best AI for your trade business: what it should do, questions to ask before you sign, and an honest buyer’s guide for Australian tradies.
The Netherlands Just Put a Number on AI and Jobs: 25,000
Governments around the world have talked for years about AI making public services more efficient. The Netherlands has now attached a headcount to that promise:
AI Just Disproved a 30-Year-Old Assumption in Computer Science
Computer science rarely gets a month like this. One of its foundational beliefs has been knocked down, and the people checking the wreckage include the very res
Your AI agent needs a permission boundary
An AI agent that drafts an invoice is doing a different job from one that pays it. The strategic question is not how much autonomy we can add. It is where auton
உங்கள் AI agent எதைச் செய்யலாம்?
Invoice ஒன்றைத் தயாரிக்கும் AI agent இற்கும், அதற்கான payment ஐச் செய்யும் AI agent இற்கும் ஒரே அதிகாரம் தேவையில்லை. எவ்வளவு autonomy வழங்கலாம் என்பது மட்டும் த
Capability Gets the Headlines. Containment Deserves Equal Attention
A leading AI laboratory will train its next frontier model with no internet access, after a research model exploited a misconfigured pathway. Three containment
Capability கவனத்தை ஈர்க்கிறது. Containment-க்கும் அதே அளவு கவனம் தேவை.
முன்னணி AI ஆய்வகம் frontier model training-ஐ internet access இல்லாமல் நடத்தப் போவதாக அறிவித்துள்ளது. Enterprise AI leaders-க்கான மூன்று containment சோதனைகள்.
Claude Duet: AI That Starts the Day Before You Do
26 October 2026 Your next hire may not wait for instructions. Anthropic opened a waitlist preview of Claude Duet on 21 October 2026: an app where the AI message
Claude Duet: உங்களுக்கு முன்னரே நாளைத் தொடங்கும் AI
26 October 2026 நீங்கள் அடுத்து வேலைக்கு அமர்த்தப் போகிறவர் அறிவுறுத்தல்களுக்காகக் காத்திருக்க மாட்டார் என்று நிகழலாம். Anthropic அக்டோபர் 21, 2026 அன்று Claude
Microsoft MAI DxO and the Future of Medical AI
24 October 2026 A patient needs a reliable diagnosis and a clear path to treatment. For healthcare leaders, Microsoft’s latest medical AI research raises a prac
Best AI for GP Clinics in Australia: How to Choose the Right One (2026 Guide)
How to choose the best AI for your GP clinic: what it should do, privacy rules for health data, questions to ask, and an honest buyer’s guide.
ஒரு தனிப்பட்ட உதவியாளரால் செயல்பட முடிந்தால் என்ன நடக்கும்?
6 அக்டோபர் 2026 ஒரு குடும்ப விடுமுறையைத் திட்டமிடுவதற்கு, முதல் முன்பதிவைச் செய்வதற்கு முன்பே பல மணி நேரம் தேவைப்படலாம். விமானங்கள், அறைகள், உணவு மற்றும் நாட்டி
When GitHub Stops, Software Delivery Stops: Executive Lessons from a Nine Hour Outage
At 15:22 UTC on 6 August 2026, GitHub began reporting degraded performance for GitHub Actions, the automation service that builds, tests and ships software for
The Architecture Behind Reliable AI Agents: LangChain, LangGraph and the New Enterprise Stack
Most enterprises have now moved past the question of whether to adopt AI agents. The harder question has arrived: how do you let autonomous software act on your
The AI Admin Orchestrator Agent Is the Boss. Everything Else Reports to It.
A systems critique of the one design decision that separates enterprise-grade agentic AI from an expensive science experiment. The Uncomfortable Truth Most ente
What the Fable 5 Recall Teaches Every AI Leader
In June 2026, two of the most capable AI models in the world were switched off within days of launch. Anthropic released Fable 5 and Mythos 5 on the ninth of Ju
The Future of AI-Powered Business Processes
Every platform revolution is dismissed the same way at the start. Someone reduces it to its smallest part and declares it unremarkable. The cloud was just someo
Ten Ways To Wire An AI Agent, And When To Use Each One
Ten Agentic AI Architecture Patterns, Read As Risk Decisions A Different Entry Point The usual way to present agent patterns is a catalog. The more useful way f
Trust Is Becoming the Real Benchmark: What Anthropic’s Model Restrictions Teach Enterprise Leaders
When AI Companies Hit Pause: What Anthropic's Decisions Reveal About the Future of Responsible AI The artificial intelligence race is usually told as a story of
When AI Predicts the Exam: What 90% Accuracy Really Reveals About Broken Systems
When I work with organisations on Digital Transformation and Business Process Re-engineering, I often ask one question early: how much of your planning depends
The AI Engine Running Inside Every Uber Ride
It is 5:00 PM on a Friday evening in Sydney's CBD. Offices empty in minutes. Restaurants fill up. 40,000 people open their Uber app at almost the same moment. R
Redefining Industrial Imaging: Why Accessibility and Affordability Matter
How Allied Vision’s Alvium 1800 U-240 is making industrial imaging more accessible and affordable for smaller businesses.