---
id: "entity-jake-van-clief"
type: "entity"
entityType: "person"
canonicalName: "Jake Van Clief"
aliases: ["Jake"]
source_timestamps: ["00:00:01"]
tags: ["speaker", "primary-speaker"]
related: ["concept-icm", "concept-three-levels-ai", "concept-dialogue-structure", "concept-voice-collaboration", "entity-icm-paper-arxiv", "entity-david-mcdermott"]
sources: ["video", "paper"]
isSpeakerEntity: true
---
## Day 1 — video

# Jake Van Clief

## Profile

Jake Van Clief is the **primary speaker** and originator of the [[concept-icm-d1]] thesis presented in this source. He works as an AI consultant for enterprise organizations and frames his observations *in the talk* as practitioner experience rather than research.

**That practitioner/research split is bridged by the companion source:** Van Clief is also the **lead author** of the formal paper [[entity-icm-paper-arxiv]] (*"Interpretable Context Methodology: Folder Structure as Agent Architecture,"* arXiv:2603.16021, with co-author [[entity-david-mcdermott]], Eduba / University of Edinburgh). The video is his conviction-driven practitioner pitch; the paper is the same idea rendered as method, lineage, and acknowledged limitations. Read together, the talk supplies the *why-it-matters* and the paper supplies the *what-it-actually-is* and *where-it-breaks*.

## Role in the Source

- Delivers the talk on Interpretible Context Methodology and the future of AI dialogue
- Demonstrates ICM in live coding sessions
- Performs the real-time voice-driven AI collaboration demo using a custom voice model trained via [[entity-11labs]] and a local instance of [[entity-claude]]

## Attributed Contributions in This Vault

Concepts proposed:

- [[concept-icm-d1]]
- [[concept-three-levels-ai]]
- [[concept-dialogue-structure]]
- [[concept-voice-collaboration]]

Claims advanced:

- [[claim-icm-superiority]]
- [[claim-l2-roi]]
- [[claim-voice-future]]

Quotes attributed:

- [[quote-absurdities]]
- [[quote-l2-roi]]
- [[quote-dialogue-theme]]
- [[quote-voice-control]]

Contrarian positioning:

- [[contrarian-frameworks]]

Recommended actions he advocates:

- [[action-implement-folders]]
- [[action-move-to-l2]]
- [[action-codify-voice]]

## Day 2 — paper

# Jake Van Clief

## Role

**Lead author** of the ICM paper ([[entity-icm-paper]]) and **originator of the methodology**. Affiliated with **Eduba** and the **University of Edinburgh**.

## In this source

In the companion video Jake presents ICM as practitioner conviction; in the paper he renders it as method, lineage, and acknowledged limitations.

## Attributed contributions in this vault

- Core concept: [[concept-icm-d2]]
- Quote: [[quote-folder-controls-context]] — the thesis in one sentence.
- Quote: [[quote-edit-source]] — the source-integrity principle.
- Quote: [[quote-glass-box]] — ICM as inherently interpretable.

Co-author: [[entity-david-mcdermott]].

## Related across days
- [[entity-david-mcdermott]]
- [[entity-icm-paper]]
- [[entity-icm-paper-arxiv]]
- [[arc-talk-vs-paper-altitude]]