Essec\Faculty\Model\Contribution {#2220
  #_index: "academ_contributions"
  #_id: "16445"
  #_source: array:26 [
    "id" => 16445
    "slug" => "16445-lia-une-revolution-a-lepreuve-de-lequite"
    "yearMonth" => "2025-02"
    "year" => 2025
    "title" => "L'IA une révolution à l'épreuve de l'équité"
    "description" => "DE BEAUFORT, V., BRIOT HADAR, J.,  GARNIER , M. et HUET- KOUO, D. (2025). L'IA une révolution à l'épreuve de l'équité. <i>Citywire</i>."
    "authors" => array:4 [
      0 => array:3 [
        "name" => "DE BEAUFORT Viviane"
        "bid" => "B00000133"
        "slug" => "de-beaufort-viviane"
      ]
      1 => array:1 [
        "name" => "BRIOT HADAR Julien"
      ]
      2 => array:1 [
        "name" => " GARNIER  Muriel "
      ]
      3 => array:1 [
        "name" => "HUET- KOUO daniele"
      ]
    ]
    "ouvrage" => ""
    "keywords" => array:4 [
      0 => "IA"
      1 => "ethique"
      2 => "lutte contre la fraude"
      3 => "reglementation- refelxion ethique- risques -compliance"
    ]
    "updatedAt" => "2026-07-07 11:08:27"
    "publicationUrl" => "https://citywire.com/fr/news/l-intelligence-artificielle-une-revolution-à-l-épreuve-de-l-équité/a2459612"
    "publicationInfo" => array:3 [
      "pages" => ""
      "volume" => ""
      "number" => ""
    ]
    "type" => array:2 [
      "fr" => "Articles ou vidéos de vulgarisation"
      "en" => "Press article, video or other popular media"
    ]
    "support_type" => array:2 [
      "fr" => "Presse"
      "en" => "Press"
    ]
    "countries" => array:2 [
      "fr" => "France"
      "en" => "France"
    ]
    "abstract" => array:2 [
      "fr" => "l'IA s'affirme comme un outil dans la lutte contre la criminalite financière. la prévention de comportements illicites cadrés par des reglementations de plus en plus precises. Mais l'integration de cette outil pose des questions de nature éthique ,juridique et social ."
      "en" => "AI is now establishing itself as a major tool to fight and prevent corruption and other financial illicit activities where regulation is more and more precise. However,integrating this technology into compliance system raises also major legal ,social and ethical challenges"
    ]
    "authors_fields" => array:2 [
      "fr" => "Droit "
      "en" => "Business Law"
    ]
    "indexedAt" => "2026-07-13T01:23:32.000Z"
    "docTitle" => "L'IA une révolution à l'épreuve de l'équité"
    "docSurtitle" => "Press article, video or other popular media"
    "authorNames" => "<a href="/cv/de-beaufort-viviane">DE BEAUFORT Viviane</a>, BRIOT HADAR Julien,  GARNIER  Muriel , HUET- KOUO daniele"
    "docDescription" => "<span class="document-property-authors">DE BEAUFORT Viviane, BRIOT HADAR Julien,  GARNIER  Muriel , HUET- KOUO daniele</span><br><span class="document-property-authors_fields">Business Law</span> | <span class="document-property-year">2025</span>"
    "keywordList" => "<a href="#">IA</a>, <a href="#">ethique</a>, <a href="#">lutte contre la fraude</a>, <a href="#">reglementation- refelxion ethique- risques -compliance</a>"
    "docPreview" => "<b>L'IA une révolution à l'épreuve de l'équité</b><br><span>2025-02 | Press article, video or other popular media </span>"
    "docType" => "research"
    "publicationLink" => "<a href="https://citywire.com/fr/news/l-intelligence-artificielle-une-revolution-à-l-épreuve-de-l-équité/a2459612" target="_blank">L'IA une révolution à l'épreuve de l'équité</a>"
  ]
  +lang: "en"
  +"_score": 8.510128
  +"_ignored": array:2 [
    0 => "abstract.en.keyword"
    1 => "abstract.fr.keyword"
  ]
  +"parent": null
}