# Jake Van Clief

AI-systems engineer, content architect, and Marine Corps veteran; lead author of the ICM paper and originator of Interpretable Context Methodology.

**Jake Van Clief** is an AI-systems engineer and content architect, the lead author of the [2026 ICM paper](/docs/icm-paper.md), and the originator of [Interpretable Context Methodology](/wiki/interpretable-context-methodology.md). He is an eight-year U.S. Marine Corps veteran and former U.S. Department of Defense avionics technician who maintained cryptographic systems — experience he credits for his insistence that interfaces between components be explicit.

## Work

He founded the organization listed on the ICM paper and runs an AI-education community of tens of thousands of members focused on making the AI age legible to practitioners. He maintains two MIT-licensed open-source projects: the reference implementation of ICM, and the production content system it was extracted from. His writing centers on AI in education and society — drawing connections rather than declaring disruption.

## Significance here

Van Clief's methodology generalizes the file-native, plain-text, operator-controlled pattern of the [agent-readable web standards](/wiki/agent-readable-web-standards.md) from the web to the workspace — a thread the Independent Internet follows closely. Co-author: [David McDermott](/wiki/david-mcdermott.md).

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## Backlinks

Pages that link here:

- [David McDermott](/wiki/david-mcdermott.md) — Co-author of the 2026 paper introducing Interpretable Context Methodology.
- [Interpretable Context Methodology: Folder Structure as Agent Architecture](/wiki/icm-paper.md) — Van Clief and McDermott's paper arguing that a well-organized folder hierarchy can replace a multi-agent framework: the folder structure is the orchestration.
- [Interpretable Context Methodology (ICM)](/wiki/interpretable-context-methodology.md) — Using folder structure — plain files in a well-organized hierarchy — as the orchestration mechanism for a multi-step AI workflow, instead of a code-level framework.