A Hypergraph-Based Framework for Exploratory Business Intelligence · HackerPapers discussionshttps://hackerpaper.kaipfister.de/p/2603.10625/Collected HN comments and submissions linking this paper.enMon, 02 Nov 2026 11:27:26 GMTA Hypergraph-Based Framework for Exploratory Business Intelligence — HN submissionhttps://news.ycombinator.com/item?id=48556246urn:hackerpapers:submission:2603.10625:48556246Tue, 16 Jun 2026 14:55:18 GMT<p>Show HN: Replicating a Harvard study on AI&#x27;s employment impact – Autonomously</p><p>We used NeuGBI to replicate &quot;Generative AI as Seniority-Biased Technological Change&quot; (HBS, 2025) on the same Revelio Lab dataset — 300M U.S. employment records. The paper&#x27;s finding: AI disproportionately affects junior positions (−29.4%) vs. senior (−5.8%). NeuGBI arrived at the same conclusion autonomously. One thing NeuGBI found that the paper didn&#x27;t: within software development, it&#x27;s specifically junior-level (L2) positions that nearly halved, not entry-level (L1). NeuGBI uses NeuG (a graph database with multi-hop relationship support) as its query engine, Hypergraph reconstruction for…</p><p>3 points; 0 discussion replies on HN. <a href="https://hackerpaper.kaipfister.de/p/2603.10625/">Paper and source history</a>. A submission is not an endorsement.</p>cs.DB