Open vs Closed AI Series #4: Why Open AI Refuses to Die

Open AI models persist because they can solve problems that closed systems are unable to address.

Open vs Closed AI Series #3: Why Closed AI Has Real Advantages

Beyond just protecting profits, closed AI systems often win by delivering better products and clearer accountability.

Open vs Closed AI Series #2: The Myth of Open AI

The term "open AI" is an oversimplified label that groups completely different realities under a single name.

Open vs Closed AI Series #1: Open Source Won Software. AI Is Reopening the Question

Open source won software infrastructure by aligning with cheap distribution and network effects, but AI reopens the question of how value is created.

The Chief of Staff Operating Model — Series Index

The Chief of Staff Operating Model is a 10 part series. Use this index as the table of contents and read the posts in order. Read the series in order The...

The Chief of Staff Operating Model Series #10: The Chief of Staff Operating Audit

A Chief of Staff operating audit asks whether the role increases executive capacity or merely absorbs work. The title can look successful because the person is busy and trusted. The audit asks whether the system itself is getting better. The first question is executive capacity. Is the CEO spending more

The Chief of Staff Operating Model Series #9: AI as the Chief of Staff Leverage Layer

AI will not replace the Chief of Staff in serious companies. It will change how the role scales. The work that benefits most is context-heavy, memory-heavy, and preparation-heavy: meeting notes, decision logs, briefing packets, follow-up tracking, operating reviews, and risk summaries. The weak version is an AI Chief of Staff

The Chief of Staff Operating Model Series #8: Cross-Functional Execution Without Becoming the Miscellaneous Drawer

Cross-functional execution is a natural place for a Chief of Staff to add value. Important work often gets stuck between functions. Sales needs Product. Product needs Support evidence. Finance needs owner clarity. Legal needs earlier context. The CoS can help the work move without becoming the owner of every unresolved
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