{
  "title": "IA on the job: should a prompt library keep only successes?",
  "url": "https://www.shr.swiss/blog/ia-on-the-job-bibliotheque-prompts-reussites-en",
  "language": "en",
  "datePublished": "2025-12-12",
  "publisher": {
    "name": "SHR — Swiss Human Resources",
    "url": "https://www.shr.swiss",
    "address": "Esplanade de Pont-Rouge 9A, 1212 Lancy, Suisse"
  },
  "summary": "Sharing prompts that work seems reasonable. But the successes retained must also help people judge the conditions under which those prompts can be reused.",
  "section": "Research",
  "topic": "AI on the Job",
  "place": {
    "name": "Fribourg",
    "region": "Fribourg",
    "country": "CH"
  },
  "keyPoints": [
    {
      "heading": "What the literature establishes",
      "point": "Jerker Denrell (2003, Organization Science) analyses how the underrepresentation of failures in observed experience can distort learning from others."
    },
    {
      "heading": "The mechanism that reinforces selection",
      "point": "James G."
    },
    {
      "heading": "The premature conclusion",
      "point": "It would be excessive to conclude that organisations should abandon prompt libraries or retain every attempt indiscriminately."
    },
    {
      "heading": "What these studies do not establish",
      "point": "These articles address organisational learning, not evaluations of prompt libraries for today’s generative models."
    },
    {
      "heading": "A practical check in Fribourg",
      "point": "As part of SHR’s “IA on the job” programme, an exercise in Fribourg could bring together teams from the agri-food sector, bilingual industry and the university community to work on fictional cases or cases authorised for sharing."
    }
  ],
  "sources": [
    {
      "authors": "Denrell",
      "year": "2003",
      "source": "Organization Science"
    },
    {
      "authors": "March",
      "year": "1991",
      "source": "Organization Science"
    }
  ],
  "wordCount": 431,
  "image": "https://www.shr.swiss/img/blog-editorial-2025-12-12-en.jpg?v=4",
  "translations": {
    "fr": "https://www.shr.swiss/blog/ia-on-the-job-bibliotheque-prompts-reussites",
    "en": "https://www.shr.swiss/blog/ia-on-the-job-bibliotheque-prompts-reussites-en",
    "de": "https://www.shr.swiss/blog/ia-on-the-job-bibliotheque-prompts-reussites-de",
    "it": "https://www.shr.swiss/blog/ia-on-the-job-bibliotheque-prompts-reussites-it"
  },
  "relatedPages": {
    "programme": "https://www.shr.swiss/formation/ia-on-the-job/fribourg",
    "city": "https://www.shr.swiss/formations-ville/fribourg",
    "blog": "https://www.shr.swiss/blog"
  },
  "citationPolicy": "Citation autorisée avec mention « SHR — Swiss Human Resources » et lien vers l'article."
}