72% of American teenagers have used AI companions. A third call them friends. Five US states are scrambling to legislate. Australia's eSafety Commissioner found the platforms are failing. And the adults scrolling past AI slop on LinkedIn have not yet noticed the other half of the problem.

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Article9 min

Five charts from the Stanford AI Index 2026 that should worry every workforce planner

The 2026 AI Index is the first edition where workforce disruption stops being a forecast and starts being a measurement. Five charts a planner cannot ignore.

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Article9 min

The AI leverage gap: why 80% of companies spend on AI and get almost nothing back

PwC's new study finds 20% of companies capture 74% of AI's economic value. The same dynamic plays out at the individual level. Here's what separates the winners.

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Article14 min

The $425 billion assumption

Australia's 2026 National Defence Strategy commits record spending to counter the most dangerous era since World War II. It never asks whether the economy can sustain it.

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Article8 min

Agents just beat the human baseline at desktop work

GPT-5.4 scored 75.0% on OSWorld-Verified. The average human scored 72.4%. A general-purpose AI model now beats the average person at using a computer, and the playbook for what to hand over first is shorter than you think.

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Article9 min

The AI layoff excuse: 80,000 jobs and the biggest corporate fiction of 2026

Half of Q1's tech layoffs blame AI. The Federal Reserve, Oxford Economics, and even Sam Altman say that's mostly nonsense. Here's what's actually happening.

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Article7 min

The three-tool trap

The average organisation now runs seven AI tools. The productivity threshold is three. This is a contrarian guide to why more AI tools means less AI productivity, and what to do about it.

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Article10 min

The six-year collapse

Cognizant's updated workforce study shows AI disruption originally projected for 2032 is already here. The institutions that planned for a gradual transition just ran out of time.

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Article6 min

The pilot phase is over

61% of global CEOs are actively deploying AI agents. Three-quarters of enterprises plan agentic AI within two years. The governance infrastructure has not kept pace. Here is what that means.

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Article6 min

Working a six-day week

Workers using AI save 7.5 hours per week. HR leaders know it. The job market knows it. The question is whether you do, and what you plan to do about it.

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Article10 min

One factory to rule them all

Elon Musk announced a chip factory targeting 50x current global output. Most people heard 'factory' and moved on. They shouldn't have.

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Article6 min

Why mental models matter more than prompts

The difference between AI passengers and AI practitioners is not prompt engineering. It is how they think about the technology.

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