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An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation

arXiv cs.CL · 2026-08-10 Cached

This paper proposes a hybrid knowledge graph generation pipeline that combines top-down grounding in Wikidata with bottom-up agentic synthesis to handle noisy, multilingual HR skill declarations, producing a scalable and self-healing skills taxonomy.

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Exclusive: Inside Amazon’s brutal AI-centric app-ification of HR

Reddit r/ArtificialInteligence · 2026-06-29

An exclusive report details Amazon's aggressive use of AI to transform its HR processes, turning them into app-like experiences, which has led to significant internal changes and employee pushback.

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Accenture: HR must take the lead on AI agents

Reddit r/ArtificialInteligence · 2026-06-26

Accenture argues that HR departments should spearhead the integration of AI agents in the workplace, as they are best positioned to manage the human and organizational impacts.

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