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Custodians of the Internet: Platforms, Content Moderation, and the Hidden Decisions That Shape Social Media

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Most users want their Twitter feed, Facebook page, and YouTube comments to be free of harassment and porn. Whether faced with “fake news” or livestreamed violence, “content moderators”-who censor or promote user-posted content-have never been more important. This is especially true when the tools that social media platforms use to curb trolling, ban hate speech, and censor pornography can also silence the speech you need to hear. In this revealing and nuanced exploration, award-winning sociologist and cultural observer Tarleton Gillespie provides an overview of current social media practices and explains the underlying rationales for how, when, and why these policies are enforced. In doing so, Gillespie highlights that content moderation receives too little public scrutiny even as it is shapes social norms and creates consequences for public discourse, cultural production, and the fabric of society. Based on interviews with content moderators, creators, and consumers, this accessible, timely book is a must-read for anyone who’s ever clicked “like” or “retweet.”.
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... Teknologi canggih seperti kecerdasan buatan (AI) dan pembelajaran mesin (machine learning) telah digunakan oleh banyak platform untuk mendeteksi dan menghapus konten yang melanggar pedoman komunitas. Gillespie (2018) dalam Custodians of the Internet menekankan bahwa moderasi konten adalah inti dari tanggung jawab platform dalam menjaga integritas ruang digital. Selain itu, platform harus memiliki kebijakan moderasi yang transparan dan konsisten untuk memastikan bahwa langkah-langkah ini dilakukan tanpa melanggar hak pengguna, seperti kebebasan berekspresi. ...
... Teknologi kecerdasan buatan (AI) dan algoritma telah digunakan untuk menyaring konten secara otomatis, tetapi sistem ini tidak sempurna dan kadang-kadang gagal mendeteksi konten negatif yang bersifat kompleks. Gillespie (2018) dalam Custodians of the Internet menekankan bahwa meskipun teknologi dapat membantu, skala dan kecepatan konten yang diproduksi pengguna tetap menjadi tantangan besar yang membutuhkan solusi tambahan, termasuk moderasi manual. ...
... Dengan tindakan yang tepat, seperti penggunaan algoritma canggih dan moderasi manual, platform dapat secara efektif mengurangi penyebaran konten negatif seperti hoaks, ujaran kebencian, atau propaganda ekstremis. Gillespie (2018) dalam Custodians of the Internet menekankan bahwa langkah ini menciptakan ruang digital yang lebih sehat bagi pengguna untuk berinteraksi tanpa rasa khawatir. Ketika konten negatif diminimalkan, ruang digital dapat menjadi tempat yang mendukung inovasi, edukasi, dan komunikasi yang produktif. ...
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MODEL STRATEGIS TERPADU : PENANGANAN KONTEN NEGATIF DI MEDIA SOSIAL UNTUK KEAMANAN NASIONAL Penulis: • Marsda TNI Oka Prawira, M.Si. (Han) • Laksma TNI (Purn) Dr. Adnan Masjid, S.H., M.Hum., CIQnR • Prof. Dr. S Pantja Djati, S.E., M.Si., M.A • Brigjen TNI (Purn) Dr. Sri Sundari, S.E., M.M., CIQaR., MOS., MCE., MCF Editor : Marsma TNI Dr. Ir. Sovian Aritonang, S.Si., M.Si Mia Kusmiati, S.E., M.M., CT., MOS., MCE., MCF ISBN: 978-623-8704-32-3 (PDF) Ukuran Buku: 18 x 26 cm; vii + 233 hal Cover & Layout: Erina Dwi Nanda, S.M Copy Right @Januari 2025 Penerbit: CV. Aksara Global Akademia Anggota IKAPI No: 414/JBA/2021 Kantor: Intan Regency Blok W: 12-13, Tarogong, Garut, Jawa Barat, Kode Pos: 44151 SINOPSIS: Di era digital, media sosial telah menjadi alat komunikasi yang kuat sekaligus medan baru bagi ancaman terhadap keamanan nasional. Hoaks, ujaran kebencian, radikalisme, dan propaganda yang tersebar luas di platform ini menciptakan ketegangan sosial, melemahkan kepercayaan publik, dan mengganggu stabilitas negara. Buku ini menghadirkan Model Strategis Terpadu sebagai pendekatan sistematis untuk mengatasi tantangan tersebut. Buku ini mengintegrasikan lima elemen utama pendekatan multidimensional, kolaborasi lintas pemangku kepentingan, integrasi teknologi, kebijakan holistik, dan keberlanjutan untuk menciptakan solusi yang menyeluruh dan aplikatif. Dengan fokus pada sinergi teknologi seperti kecerdasan buatan, landasan hukum yang kuat, serta literasi digital, buku ini menjadi panduan penting bagi akademisi, pembuat kebijakan, praktisi keamanan, dan masyarakat dalam mewujudkan keamanan nasional yang berkelanjutan di era digital.
... On the one hand, they are expected to maintain environments that support free expression and public discourse while preventing the proliferation of harmful content such as hate speech, disinformation, and incitement to violence (Howard, 2021;Bollinger & Stone, 2022). On the other hand, their commercial interests-such as maximizing user engagement and minimizing operational costs-not only often conflict with the substantial resources and infrastructure required for robust and equitable content moderation (Gillespie, 2018), but they also arguably encourage leaving harmful content on the platform to reap the benefits of the attention it often garners (New York Times, 2023). These decisions profoundly influence public discourse, determining which voices are amplified and which are suppressed, often with disproportionate impacts on marginalized groups (Baribi-Bartov et al., 2024). ...
... û First, citizens' perceptions and demands often drive changes in platform policies, as seen in cases where public pressure has led to stricter content moderation or new safety features (Gillespie, 2018). Social media platforms are products designed for their users, and citizen feedback can serve as a catalyst for reforms aimed at addressing societal concerns. ...
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Report on public attitudes on social media, content moderation and freedom of expression. Insights are based on survey data from Greece, Germany, United States, United Kingdom, Sweden, Slovakia, South Africa, Australia, Brazil and France.
... This human approach is essential to address the limitations of AI, such as its inability to fully grasp or appropriately understand context. In case of content moderation, this means that AI tools reliably detect harmful content while minimising false positives, where legitimate content is wrongly flagged or removed, and false negatives, where harmful content is missed (Gillespie, 2018). The provisions on human supervision reinforce the importance of balancing automated decisions and human judgement. ...
... While these systems are constantly evolving, flawed content moderation can also harm the reputation of companies. In 2016, Facebook's AI incorrectly removed the iconic Vietnam War Napalm Girl photo, claiming that its nudity violated its community guidelines (Gillespie, 2018). AI failed to recognise the historical significance of the image and treated it as inappropriate content based solely on its nudity. ...
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After a brief, general introduction to AI, the present article will discuss whether AI itself has freedom of expression or whether it only entitles to tech companies that own AI. All this is relevant in the context of whether we can consider AI a separate legal actor in the context of content creation on social media, which is the second main issue of this article. Here, negative and positive cases of content moderation will be presented, i.e., whether the full spectrum of content moderation in social media can be entrusted to AI as a separate actor with respect to liability, or whether moderation requires some form of human control, direction or supervision.
... In the context of political expression, Section 230 allows platforms to enforce content policies without being deemed publishers. This has led to accusations of bias from both Democrats and Republicans, with some politicians alleging censorship and others calling for stricter enforcement (Gillespie, 2018). Platforms are also not required to constantly monitor content uploaded to them by their users, enabling the big tech giants to operate on their own rules (aka their terms of services). ...
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