CONFERENCE METADATA — incomplete historical coverage; source presence is not proof of delivery.
Research dataset: Lukas Walter, Clemens Sauerwein, Daniel Woods, InfoSec.pptx, https://doi.org/10.5281/zenodo.15989593, CC BY 4.0 https://creativecommons.org/licenses/by/4.0/. Changes: metadata extraction, exact-match reconciliation and uncertainty flags. No endorsement implied.

{
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  "title": "51 Ways to Spell the Image Giraffe:",
  "presenters": [
    "Ting-Chun Liu",
    "Leon-Etienne Kühr"
  ],
  "event": "39C3: Power Cycles",
  "year": "2025",
  "source_url": "https://media.ccc.de/v/39c3-51-ways-to-spell-the-image-giraffe-the-hidden-politics-of-token-languages-in-generative-ai",
  "source_kind": "CCC recording catalog",
  "source_file": "ccc-39c3.json",
  "rights": "Metadata and source links only; abstracts, biographies, transcripts and media not republished",
  "delivery_status": "Not independently verified",
  "title_status": "source supplied",
  "presenter_status": "source supplied",
  "media": [
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      "kind": "recording page",
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    }
  ],
  "provenance": [
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      "event": "39c3",
      "title": "39C3: Power Cycles",
      "source": "https://api.media.ccc.de/public/conferences/39c3",
      "file": "ccc-39c3.json",
      "sha256": "47e280d801be1c275eb64976eeb83ea102a84ba0a0d43bc15857db42259997d9",
      "checked": "2026-10-16T03:42:54Z",
      "source_records": 180
    }
  ],
  "source_guid": "da752c1f-1231-5039-a2a9-9daa2f114606",
  "source_event_api": "https://api.media.ccc.de/public/events/da752c1f-1231-5039-a2a9-9daa2f114606",
  "date": "2025-12-28T23:00:00.000+01:00",
  "duration_seconds": 2308,
  "language": "eng",
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    "Art & Beauty",
    "Ground",
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    "39c3-deu",
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  "source_schedule_url": ""
}