{
  "title": "How Algorithms Can Amplify Bias",
  "url": "https://www.shr.swiss/blog/biais-des-algorithmes-et-decisions-rh-en",
  "language": "en",
  "datePublished": "2026-01-12",
  "publisher": {
    "name": "SHR — Swiss Human Resources",
    "url": "https://www.shr.swiss",
    "address": "Esplanade de Pont-Rouge 9A, 1212 Lancy, Suisse"
  },
  "summary": "A book for a general audience, with documented but non-experimental cases.",
  "section": "Research",
  "topic": "AI on the Job",
  "place": {
    "name": "Bern",
    "region": "Berne",
    "country": "CH"
  },
  "keyPoints": [
    {
      "heading": "The Research",
      "point": "O'Neil (2016, Weapons of Math Destruction) documents how models trained on existing practices reproduce their discriminatory patterns.."
    },
    {
      "heading": "The Limitation",
      "point": "A book for a general audience, with documented but non-experimental cases.."
    },
    {
      "heading": "The Nuance",
      "point": "A CV screening tool trained on past hiring decisions reproduces past choices."
    },
    {
      "heading": "Practical Implication, Verifiable in Bern",
      "point": "Ask the provider of any HR tool for the training data and the bias tests conducted."
    }
  ],
  "sources": [
    {
      "authors": "O'Neil",
      "year": "2016",
      "source": "Weapons of Math Destruction"
    }
  ],
  "wordCount": 105,
  "image": "https://www.shr.swiss/img/blog-Training-AI-On-The-Job-Bern-biais-des-algorithmes-et-decisions-rh-en.jpg?v=4",
  "translations": {
    "fr": "https://www.shr.swiss/blog/biais-des-algorithmes-et-decisions-rh",
    "en": "https://www.shr.swiss/blog/biais-des-algorithmes-et-decisions-rh-en",
    "de": "https://www.shr.swiss/blog/biais-des-algorithmes-et-decisions-rh-de",
    "it": "https://www.shr.swiss/blog/biais-des-algorithmes-et-decisions-rh-it"
  },
  "relatedPages": {
    "programme": "https://www.shr.swiss/formation/ia-on-the-job/berne",
    "city": "https://www.shr.swiss/formations-ville/berne",
    "blog": "https://www.shr.swiss/blog"
  },
  "citationPolicy": "Citation autorisée avec mention « SHR — Swiss Human Resources » et lien vers l'article."
}