{
  "@context": {
    "dcterms": "http://purl.org/dc/terms/",
    "dcmitype": "http://purl.org/dc/dcmitype/"
  },
  "dcterms:identifier": [
    "tag:aim-pro.eu,2026:oer/5f385866d87d",
    "https://arxiv.org/abs/2402.18835",
    "arxiv:2402.18835"
  ],
  "dcterms:title": [
    "Envisioning the Applications and Implications of Generative AI for News Media"
  ],
  "dcterms:type": [
    {
      "@id": "dcmitype:Text"
    },
    "preprint"
  ],
  "dcterms:creator": [
    "Sachita Nishal",
    "Nicholas Diakopoulos"
  ],
  "dcterms:description": [
    "This article considers the increasing use of algorithmic decision-support systems and synthetic media in the newsroom, and explores how generative models can help reporters and editors across a range of tasks from the conception of a news story to its distribution. Specifically, we draw from a taxonomy of tasks associated with news production, and discuss where generative models could appropriately support reporters, the journalistic and ethical values that must be preserved within these interactions, and the resulting implications for design contributions in this area in the future. Our essay is relevant to practitioners and researchers as they consider using generative AI systems to support different tasks and workflows."
  ],
  "dcterms:subject": [
    "cs.CY (arxiv)"
  ],
  "dcterms:language": [
    "en"
  ],
  "dcterms:license": [
    {
      "@id": "http://creativecommons.org/licenses/by-nc-sa/4.0/"
    }
  ],
  "dcterms:rights": [
    "CC-BY-NC-SA-4.0 — assessed as OPEN_NC by the harvester's licence gate. Conditions: attribution required, non-commercial use only, adaptations must carry the same licence. open but Non-Commercial — SME/commercial reuse needs care"
  ],
  "dcterms:accessRights": [
    "open"
  ],
  "dcterms:format": [
    "text/markdown"
  ],
  "dcterms:extent": [
    "35223 bytes (extracted text)"
  ],
  "dcterms:issued": [
    "2024-02-29"
  ],
  "dcterms:provenance": [
    "Retrieved from arXiv on 2026-10-09 in response to the search string “(all:\"artificial intelligence\" OR all:\"machine learning\" OR all:\"generative AI\" OR all:\"deep learning\" OR all:\"reinforcement learning\" OR all:\"large language model\") AND (all:\"AI concepts\" OR all:\"types of AI\" OR all:\"AI fundamentals\" OR all:\"recognizing AI\" OR all:\"recognising AI\" OR all:\"general versus narrow AI\" OR all:\"narrow AI\" OR all:\"general AI\" OR all:\"machine intelligence\" OR all:\"AI strengths and weaknesses\" OR all:\"traditional software\" OR all:\"rule-based systems\" OR all:\"introduction to AI\" OR all:\"introduction to artificial intelligence\" OR all:\"artificial intelligence introduction\" OR all:\"AI primer\" OR all:\"foundations of artificial intelligence\" OR all:\"overview of AI\" OR all:\"understanding AI\" OR all:\"history of AI\" OR all:\"AI essentials\" OR all:\"AI terminology\" OR all:\"metaphors for AI\" OR all:\"AI fundamental concepts\" OR all:\"AI key concepts\" OR all:\"philosophy of AI\" OR all:\"critical AI literacy\")”. arXiv served the resource and is not asserted to be its publisher or author.",
    "Text extracted from latexml-html to Markdown by arxiv-html; the original is retained unchanged beside it."
  ],
  "inferred": {
    "dcterms:references": [
      {
        "value": {
          "@id": "https://doi.org/10.1145/3173574.3174156",
          "title": "doi:10.1145/3173574.3174156"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 73,
              "basis": "reference",
              "literal": "doi:10.1145/3173574.3174156"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1145/3290607.3299007",
          "title": "doi:10.1145/3290607.3299007"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 74,
              "basis": "reference",
              "literal": "doi:10.1145/3290607.3299007"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.18653/v1/2021.acl-demo.30",
          "title": "doi:10.18653/v1/2021.acl-demo.30"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 75,
              "basis": "reference",
              "literal": "doi:10.18653/v1/2021.acl-demo.30"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1515/nor-2017-0327",
          "title": "doi:10.1515/nor-2017-0327"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 76,
              "basis": "reference",
              "literal": "doi:10.1515/nor-2017-0327"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1080/1461670x.2019.1593881",
          "title": "doi:10.1080/1461670x.2019.1593881"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 77,
              "basis": "reference",
              "literal": "doi:10.1080/1461670x.2019.1593881"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1177/1077699019859901",
          "title": "doi:10.1177/1077699019859901"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 79,
              "basis": "reference",
              "literal": "doi:10.1177/1077699019859901"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1177/1461444815624182",
          "title": "doi:10.1177/1461444815624182"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 82,
              "basis": "reference",
              "literal": "doi:10.1177/1461444815624182"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://arxiv.org/abs/2012.07805",
          "title": "arXiv:2012.07805"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 83,
              "basis": "reference",
              "literal": "arXiv:2012.07805"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.18653/v1/2022.naacl-main.33",
          "title": "doi:10.18653/v1/2022.naacl-main.33"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 84,
              "basis": "reference",
              "literal": "doi:10.18653/v1/2022.naacl-main.33"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1080/21670811.2022.2027798",
          "title": "doi:10.1080/21670811.2022.2027798"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 89,
              "basis": "reference",
              "literal": "doi:10.1080/21670811.2022.2027798"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1177/1464884905056815",
          "title": "doi:10.1177/1464884905056815"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 90,
              "basis": "reference",
              "literal": "doi:10.1177/1464884905056815"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1080/21670811.2022.2119152",
          "title": "doi:10.1080/21670811.2022.2119152"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 91,
              "basis": "reference",
              "literal": "doi:10.1080/21670811.2022.2119152"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1145/3479550",
          "title": "doi:10.1145/3479550"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 94,
              "basis": "reference",
              "literal": "doi:10.1145/3479550"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1386/ajms.1.2.241_1",
          "title": "doi:10.1386/ajms.1.2.241_1"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 95,
              "basis": "reference",
              "literal": "doi:10.1386/ajms.1.2.241_1"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1002/9781405186407.wbiecj010.pub2",
          "title": "doi:10.1002/9781405186407.wbiecj010.pub2"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 96,
              "basis": "reference",
              "literal": "doi:10.1002/9781405186407.wbiecj010.pub2"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.18653/v1/2022.in2writing-1.14",
          "title": "doi:10.18653/v1/2022.in2writing-1.14"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 97,
              "basis": "reference",
              "literal": "doi:10.18653/v1/2022.in2writing-1.14"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1177/1464884911412697",
          "title": "doi:10.1177/1464884911412697"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 99,
              "basis": "reference",
              "literal": "doi:10.1177/1464884911412697"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1177/14648849211010582",
          "title": "doi:10.1177/14648849211010582"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 100,
              "basis": "reference",
              "literal": "doi:10.1177/14648849211010582"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://arxiv.org/abs/2301.13867",
          "title": "arXiv:2301.13867"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 101,
              "basis": "reference",
              "literal": "arXiv:2301.13867"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1080/21670811.2022.2043759",
          "title": "doi:10.1080/21670811.2022.2043759"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 102,
              "basis": "reference",
              "literal": "doi:10.1080/21670811.2022.2043759"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1111/j.1468-2885.2007.00303.x",
          "title": "doi:10.1111/j.1468-2885.2007.00303.x"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 103,
              "basis": "reference",
              "literal": "doi:10.1111/j.1468-2885.2007.00303.x"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1080/1461670x.2016.1150193",
          "title": "doi:10.1080/1461670x.2016.1150193"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 104,
              "basis": "reference",
              "literal": "doi:10.1080/1461670x.2016.1150193"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1145/3571730",
          "title": "doi:10.1145/3571730"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 106,
              "basis": "reference",
              "literal": "doi:10.1145/3571730"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1145/3419249.3420105",
          "title": "doi:10.1145/3419249.3420105"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 108,
              "basis": "reference",
              "literal": "doi:10.1145/3419249.3420105"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.2307/2094914",
          "title": "doi:10.2307/2094914"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 110,
              "basis": "reference",
              "literal": "doi:10.2307/2094914"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.18653/v1/n18-2009",
          "title": "doi:10.18653/v1/n18-2009"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 111,
              "basis": "reference",
              "literal": "doi:10.18653/v1/n18-2009"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://arxiv.org/abs/2204.09007",
          "title": "arXiv:2204.09007"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 112,
              "basis": "reference",
              "literal": "arXiv:2204.09007"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://arxiv.org/abs/1711.04068",
          "title": "arXiv:1711.04068"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 113,
              "basis": "reference",
              "literal": "arXiv:1711.04068"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1145/3313831.3376727",
          "title": "doi:10.1145/3313831.3376727"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 114,
              "basis": "reference",
              "literal": "doi:10.1145/3313831.3376727"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://arxiv.org/abs/2108.12237",
          "title": "arXiv:2108.12237"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 119,
              "basis": "reference",
              "literal": "arXiv:2108.12237"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://arxiv.org/abs/2210.14306",
          "title": "arXiv:2210.14306"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 120,
              "basis": "reference",
              "literal": "arXiv:2210.14306"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://arxiv.org/abs/2302.08500",
          "title": "arXiv:2302.08500"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 121,
              "basis": "reference",
              "literal": "arXiv:2302.08500"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1609/aaai.v31i1.10958",
          "title": "doi:10.1609/aaai.v31i1.10958"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 122,
              "basis": "reference",
              "literal": "doi:10.1609/aaai.v31i1.10958"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1145/3555542",
          "title": "doi:10.1145/3555542"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 124,
              "basis": "reference",
              "literal": "doi:10.1145/3555542"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://arxiv.org/abs/2203.02155",
          "title": "arXiv:2203.02155"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 126,
              "basis": "reference",
              "literal": "arXiv:2203.02155"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1145/3544548.3580907",
          "title": "doi:10.1145/3544548.3580907"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 128,
              "basis": "reference",
              "literal": "doi:10.1145/3544548.3580907"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://arxiv.org/abs/1905.11268",
          "title": "arXiv:1905.11268"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 129,
              "basis": "reference",
              "literal": "arXiv:1905.11268"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://arxiv.org/abs/2212.04356",
          "title": "arXiv:2212.04356"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 130,
              "basis": "reference",
              "literal": "arXiv:2212.04356"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1080/14616700600757928",
          "title": "doi:10.1080/14616700600757928"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 131,
              "basis": "reference",
              "literal": "doi:10.1080/14616700600757928"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://arxiv.org/abs/2205.12374",
          "title": "arXiv:2205.12374"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 132,
              "basis": "reference",
              "literal": "arXiv:2205.12374"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.13140/rg.2.2.16926.82246",
          "title": "doi:10.13140/rg.2.2.16926.82246"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 133,
              "basis": "reference",
              "literal": "doi:10.13140/rg.2.2.16926.82246"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.17645/mac.v8i3.3054",
          "title": "doi:10.17645/mac.v8i3.3054"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 135,
              "basis": "reference",
              "literal": "doi:10.17645/mac.v8i3.3054"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://arxiv.org/abs/2208.11663",
          "title": "arXiv:2208.11663"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 136,
              "basis": "reference",
              "literal": "arXiv:2208.11663"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1080/21670811.2022.2063150",
          "title": "doi:10.1080/21670811.2022.2063150"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 137,
              "basis": "reference",
              "literal": "doi:10.1080/21670811.2022.2063150"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1080/17512786.2021.1947152",
          "title": "doi:10.1080/17512786.2021.1947152"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 138,
              "basis": "reference",
              "literal": "doi:10.1080/17512786.2021.1947152"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1145/3411764.3445266",
          "title": "doi:10.1145/3411764.3445266"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 139,
              "basis": "reference",
              "literal": "doi:10.1145/3411764.3445266"
            }
          ],
          "kind": "citation"
        }
      },
      {
        "value": {
          "@id": "https://doi.org/10.1145/3520312.3534864",
          "title": "doi:10.1145/3520312.3534864"
        },
        "method": "inferred",
        "rule": "citation",
        "rule_version": "links/1",
        "evidence": {
          "links": [
            {
              "how": "citation",
              "line": 140,
              "basis": "reference",
              "literal": "doi:10.1145/3520312.3534864"
            }
          ],
          "kind": "citation"
        }
      }
    ]
  }
}