The Kotwel Knowledge Base

Ideas for building better data products.

Practical articles on data quality, human insight, AI systems, and the flywheels that turn learning into durable advantage.

22 published articles Written for learners, builders, and decision-makers
Featured
Concept Papers Where egocentric hand data stops being auxiliary video and becomes a co-trained demonstration source, why the headline result is a scaling trend rather than one percentage, and what the circulated 400% figure does and does not trace to.

Explore the library

Insights for better data products

Content

Layers

Explore

1 article found

EgoMimic

Where egocentric hand data stops being auxiliary video and becomes a co-trained demonstration source, why the headline result is a scaling trend rather than one percentage, and what the circulated 400% figure does and does not trace to.

Need support with your AI data project?

Our team helps organizations build high-quality training data at scale.

Contact our team