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Notes on building AI-first businesses.
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No. 01
BusinessApril 1, 2026

The reskilling myth: why retraining won't save us from AI displacement

Corporate reskilling programmes have never worked at scale. The evidence is clear, the timelines impossible, and the honest conversation long overdue.

No. 02
BusinessMarch 30, 2026

Why agents mean this isn't a bubble — and what that means for your business

AI agents have rewritten the compute equation permanently. Ben Thompson argues this isn't a bubble — and your business strategy needs to catch up now.

No. 03
MarketingMarch 29, 2026

The agent-first brand: why your next customer won't have eyes

By 2028, Gartner predicts 90% of B2B buying flows through AI agents. Your brand now needs a schema as much as a soul. Most marketers aren't ready yet.

No. 04
TechnologyMarch 28, 2026

The march of nines: what 99.999% AI reliability actually requires

Each nine of AI reliability costs as much work as the one before it. Most businesses are at 90%. The march to production-grade agents is brutal maths.

No. 05
BusinessMarch 27, 2026

The graduation cliff: what happens when entry-level jobs disappear

One in five companies have stopped hiring graduates because of AI. The real cost is a missing generation of leaders who never learnt the fundamentals.

No. 06
TechnologyMarch 22, 2026

The five levels of agentic software: where most businesses actually are

Most businesses think their agentic AI is at level three. Most are at one. A five-level framework for honest self-assessment and practical next steps.

No. 07
TechnologyMarch 19, 2026

The coding agent reality check: this is the compiler moment

AI coding crossed a threshold in late 2025. This isn't a productivity tool — it's the most transformative shift since the compiler. Sceptics are late.

No. 08
BusinessMarch 17, 2026

Agentic loops: the next operating system for your business

Forget workflows — AI agents run decision loops. Map where autonomous cycles belong inside your business, and you will outpace everyone else doing it.

No. 09
BusinessMarch 16, 2026

The agentic readiness gap: 85% of enterprises want agents, 76% can't support them

85% of enterprises want agentic AI but 76% lack the operational foundation. Why process visibility matters more than model capability.

No. 10
TechnologyMarch 15, 2026

The AI literacy gap: why most people use a Ferrari like a bicycle

Most people use AI like a Ferrari in first gear. The literacy gap isn't about access — it's about understanding what these tools can do.

Page 13 of 33← Newer posts Older posts →

About

My name is Matt Hopkins. I write long-form essays on business, technology, artificial intelligence, and the systems that shape how organisations adapt — or fail to adapt — over time. My work explores the structural forces behind innovation, competitive strategy, leadership, and the future of work in an AI-accelerated world.

Rather than trend pieces or quick takes, this site offers deep thinking about what really drives change: how organisations think, decide, and evolve.

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