---
id: "entity-k-kumar"
type: "entity"
entityType: "person"
canonicalName: "K. Kumar"
aliases: ["Kumar"]
source_timestamps: ["00:08:09", "00:19:32"]
tags: ["speaker", "collaborator"]
related: ["concept-dialogue-structure", "framework-skill-creation"]
---
# K. Kumar

## Profile

K. Kumar is described in the source as a **co-founder and student at the University of Edinburgh**. He created the visual mapping tool used in the video to extract decision trees, goals, and constraints from human–AI dialogue.

## Role in the Source

- Builder of the dialogue-extraction visualization tool central to the live demos
- Co-participant in the conversation (named in the speaker list)
- Intellectual collaborator on the thesis that conversation is the substrate of AI skills

## Attributed Contributions in This Vault

- The visual decision-tree mapping tool underpinning [[concept-dialogue-structure]]
- Methodological inspiration for [[framework-skill-creation]]

## Disambiguation Note

Multiple individuals match 'Kumar' at the University of Edinburgh. No definitive canonical URL is asserted without additional identifiers — downstream tools should treat the entity as project-specific.