Screening brief
What this video covers
Scale AI’s video argues that the most valuable inputs for enterprise AI agents come from the knowledge held by domain experts, not from existing enterprise systems or generic prompt engineering. The hosts—product and ML leaders at Scale—discuss capturing expert workflows and designing human-in-the-loop data so agents can learn, improve, and scale alongside business needs.
The episode is part of Scale’s Human in the Loop series, which positions human-centered data practices as central to building and deploying practical enterprise AI. The description frames Scale as a “humanity-first” AI company and presents the conversation as lessons drawn from their work with large enterprises, model builders, and governments.
Summary and topic guide by HumanData.TV, based on the original publisher’s description and our editorial catalogue. This is not a transcript or independent verification of the speaker’s claims.
