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Articles

Published Articles

Bylined essays on AI, governance, and leadership.

September 10, 2026

The Model War Is Over. The Infrastructure War Has Begun.

The AI race is no longer about models. It’s about who controls the bottlenecks.

“Use the best models. Watch the benchmarks. Experiment aggressively. But don’t confuse a model decision with an AI strategy.”

September 6, 2026

How AI Actually Thinks (Spoiler: It Doesn’t) and The Four Critical Limitations Every Leader Must Understand

AI doesn’t “know” anything. Large language models are sophisticated pattern-matching engines — four limitations every leader must understand before trusting the output.

“Understanding these limitations is the first step toward wielding AI wisely—the foundation for healthy skepticism that prevents leaders from blindly trusting output just because it sounds intelligent.”

August 25, 2026

America Needs AI to Survive. Working families also need to survive it

Every few weeks another multibillion-dollar AI data center is announced. A tech giant celebrates a new milestone. A small town wonders what it just signed away.

“People rarely oppose technology because they dislike progress; they oppose it when they realize progress no longer includes them.”

July 28, 2026

The greatest mistake in AI transformation: automating what you should eliminate

Most AI programs speed up work that should have been deleted. You get a faster version of a legacy process, a real efficiency number, and none of the transformation.

“Automation makes the old way slightly better. Reimagination asks the harder question: Why are we doing this at all?”

July 16, 2026

Why OpenAI could become the next Netscape

Every platform shift starts with a miracle and ends with a choke point. The company that defines a category is rarely the company that captures it.

“The lesson was simple: if your rival owns the layer beneath you, your brilliance may become their menu option.”

Also syndicated on Inkl · view

June 28, 2026

The AI Developmental Void: mitigating the hollowing out of the international leadership pipeline

Automation is removing the entry-level work that produced senior operators. Boards will feel it in eight years, and by then the cohort will not exist.

“When you automate these entry-level jobs away, you aren’t just cutting out friction. You are cutting out the very training grounds where people learn how to do the work.”

May 18, 2026

Quantum Computing: What Directors Need to Know Now

Quantum is early, but the governance questions — cryptography, long-lived sensitive data, capital allocation — are already on the board agenda.

April 8, 2026

Governing AI Before It Governs You

AI will reshape the business whether the board governs it or not. The only question is which way round.

June 22, 2026

From Information to Insight: the AI-fueled value migration marketers must master

Marketing was built on a pyramid where information was scarce and expensive at the top. That economics has inverted, and the org chart has not caught up.

“AI is turning that pyramid upside down.”

In the news

Quoted & profiled

Reported pieces and profiles where Liat is a named source.

CIO Global · August 2026

Leading Responsible AI Transformation

Named one of CIO Global’s 10 Distinguished Leaders Making an Impact in USA, 2026. Cover story, Issue 31.

“AI can process information, but human judgment will always shape the future.”

The Enterprise World · August 2025

Most Influential Advisor Driving AI-Powered PLG Strategies – 2025

Cover profile in the Americas edition: how Liat turns AI into strategic advantage for product-led growth, drawing on her Microsoft, Philips, and Qualcomm years.