Are you teaching your AI agents to fail?

We Already Had Ambient AI Agents in 1998. They Were Human.

November 3, 2026

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A navy title card with a teal accent. In large white type: “We Already Had Ambient AI Agents in 1998,” followed in teal by “They Were Human.” Below, two boxes, “1998: human input agents, a person sees the weather and enters it” and “Today: ambient AI agents, a sensor detects it and enters it,” both connected by lines to a third box: “The same engagement methodology: connect the condition, fence the action, the human owns the outcome.”

There is no difference between Ambient AI Agents and Human Agents - the engagement methodology is the constant.

Posted in: Commentary

Build Versus Buy Is the Most Ridiculous Debate in the Industry Today. Here’s Why.

November 3, 2026

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A navy title card with a teal accent. In large white type: "Build Versus Buy Is the Most Ridiculous Debate in the Industry Today," followed in teal by "Here's Why." Beneath it: "Practitioners must be builders before they become buyers." Below, two boxes joined by an arrow: "1 Build to understand," highlighted in teal, then "2 Then buy, partner or adopt to scale."

Why must practitioners become builders before buyers?

Posted in: Commentary

The New Risk Management Mindset: Stop Focusing on Disruptions and Start Following Their Strands

November 2, 2026

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The storm ended. The strands it crossed did not. Why the new risk management mindset follows the strands, not the disruption.

Posted in: Commentary

The Greatest Threat to Your AI Success Is the Following Statement: Data Governance Evolves Into AI Governance

November 2, 2026

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Data governance governs the information. AI governance governs the agent. Neither tells you whether either reflects how your operation actually works.

Posted in: Commentary

Amazon Is No Longer One Supplier. It Is Several of Your Strands, And Why You Should Start Paying Attention.

November 1, 2026

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Why is your Amazon exposure a grey swan?

Posted in: Commentary

Black Swans, Grey Swans and White Swans: Why Strand Recognition Is the True Skill the AI Era Rewards

October 31, 2026

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Maps are static snapshots of what is believed to be true. The real world does not work that way.

Posted in: Commentary

The AI Bubble Has Not Burst in One Explosion. The Strands Show How It Is Unfolding.

October 30, 2026

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The AI bubble has not burst in one explosion. Demand is growing, capital is committed, and cash is under strain, all at once. The outcome will be decided where those strands cross.

Posted in: Commentary

Why ARA™ RAM 2025™ SLAP OS™ Activates and Manages AI Grounding

October 30, 2026

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Grounding tells an AI agent what the organization says the world means. It does not tell the agent whether the organization is right. So what grounds the grounding?

Posted in: Commentary

Phase 0™ Was Once Seen as a Delay. Today It Is the Short Pause Executives Are Asking For.

October 28, 2026

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Phase 0™ is no longer seen as an unnecessary delay but as an essential pause to ensure the success of your AI initiative before capital and resource commitment.

Posted in: Commentary

AI Has Not Created a Change Management Problem. It Has Recycled One.

October 27, 2026

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AI will not make your business run better; a better-understood and better-run business model will make AI better. That is the Invariant Physics™ to achieve success in this and any technology era.

Posted in: Commentary