VAQA
Blog

Opinions on AI, and everything else

Where I write about what's happening in AI, and other industries I keep an eye on.

10 September 2026

The Extinction Risk Debate Is a Distraction for Operators

AI existential risk matters for policymakers and frontier labs, but founders burning attention on it instead of implementation are wasting a real window.

22 August 2026

Code Red Panics Prove AI Labs Have a Lead, Not a Moat

When a lab as dominant as OpenAI can reportedly go into internal panic mode over a rival's release, competitive advantage in AI is now measured in months.

4 August 2026

AI Browsers Will Kill the Ten Blue Links Growth Model

Once agent-driven browsing goes mainstream, content built only for human scanning stops working, and ranking-only strategies are already out of date.

16 July 2026

The AI Jobs Shock Is a Rebalancing, Not a Collapse

Mass unemployment headlines miss the real risk: leaders who don't redesign roles around AI now will be out-competed by leaner rivals within a year.

24 June 2026

AI Regulation Will Hit Mid-Market SaaS First

Everyone is watching the frontier lab regulation fights and assuming it doesn't apply to them. It will, and mid-market SaaS should prepare now.

5 June 2026

Cheap AI Compute Won't Stay Cheap

Data centre buildouts and the scramble for power are a preview of rising AI costs. Model 2 to 3 times today's compute price before you commit.

14 May 2026

Developer Distrust In AI Output Is A Management Failure

Widely reported distrust of AI generated code isn't a model quality problem. It's a missing review gate, and it's fixable this week.

21 April 2026

The AI Valuation Mania Is A Discipline Test

Frontier lab valuations are setting a false benchmark for ordinary funding rounds. Here's how I tell founders to price their raise instead.

2 April 2026

Stop Opening Your Pitch Deck With We're AI Powered

Leading with AI as your headline pitch is usually a tell that you haven't found your real moat yet. Here's what to lead with instead.

9 March 2026

Why Every Board Deck Needs an AI Exposure Section

Model dependency and AI cost base deserve the same board scrutiny as cash runway. Most decks still treat them as an afterthought.

16 February 2026

Multi Model AI Procurement Is Now the Responsible Default

Betting your company on one AI lab's roadmap is a concentration risk most founders wouldn't accept anywhere else in the business.

27 January 2026

Rising AI Costs Mean You're Procuring It Wrong

Model prices keep falling while capability keeps rising, so a growing AI bill isn't inevitable. It's a procurement habit worth fixing.

12 January 2026

Enterprise AI Fails on Change Management, Not Models

Every enterprise AI playbook obsesses over model choice, but I think the real failure point is buy-in and workflow redesign, and that's the wrong focus.

3 December 2025

Lean Teams Beat Incumbents: Stop Hiring Ahead of Growth

Headcount used to signal momentum to a board. I think AI leverage has flipped that, and lean should now be the default, not the exception.

21 November 2025

The AI Talent Exodus Is A Warning About Key Person Risk

Researchers hopping between AI labs isn't just industry gossip, it's a governance failure boards should be flagging before it happens to them.

7 October 2025

AI Coding Agents Remove The Technical Co Founder Excuse

Non-technical founders can now ship a real MVP without a technical co-founder, and I think advisory conversations need to catch up fast.

18 September 2025

SEO Isn't Dead, But Keyword First Content Is

Keyword rankings still get reported every month, but I think they've become a vanity metric while the real battle has moved to answer engines.