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How Russia Is Reshaping Command and Control for AI-Enabled Warfare

Kateryna Bondar

Washington, DC: Center for Strategic and International Studies (CSIS) (2026), 20 pp.

"This paper examines how Russia is transforming its command and control (C2) architecture under wartime pressure, how these changes shape the country’s incremental move toward battlefield-required software solutions, and what lessons U.S. policymakers can learn from Russia’s experiences. Focusin ... g on both strategic ambitions and battlefield practice, the takeaways below summarize how automated C2 systems, unmanned platform management software, and emerging AI applications are being developed, adapted, and scaled within Russia’s military ecosystem. 1. Russia is no longer prioritizing the construction of a single, comprehensive automated C2 architecture comparable to Western joint concepts; instead, it is reallocating effort toward tactical, task-specific software, driven by battlefield necessity. Prolonged, high-intensity combat in Ukraine exposed the limits of centralized, system-wide C2 modernization and elevated the importance of accelerating the tactical kill chain. The emergence of systems such as the “Svod” Tactical Situational Awareness Complex and other integrated reconnaissance-strike tools reflects a pragmatic shift in which operational control of unmanned systems and real-time battlefield management now deliver greater military value than achieving end-to-end C2 integration. 2. Because unmanned systems now conduct up to 80 percent of Russian fire missions, the center of gravity in C2 innovation has shifted toward software that manages drones and integrates them with artillery and other fire units. Civilian engineers and volunteer developers have focused on closing this gap by building tools that provide situational awareness, automate fire correction, and link unmanned aircraft systems (UAS) operators directly to firing units. Russia’s “Glaz/Groza” software complex demonstrates this trend, functioning as a unified reconnaissance-strike workflow that converts drone footage into targeting data and compresses the time from detection to impact from hours to minutes. 3. The Russian military assesses its AI capabilities for visual and audio data processing as relatively mature, placing computer vision, sensor fusion, and signal analysis at technology readiness level (TRL) 6–9, while natural-language processing remains at an early, experimental stage, TRL 1–3. This disparity reflects a deliberate prioritization of AI applications that deliver immediate battlefield utility—such as target recognition, guidance, and autonomous terminal functions for unmanned systems—and where abundant data and combat validation are available. By contrast, text analysis AI, which underpins document processing and higher-level C2 decision support, remains constrained by immature architectures, limited certified software, and organizational barriers, slowing progress toward fully AI-enabled command workflows. 4. Within Russian C2 systems, AI is primarily envisioned as a support function rather than a replacement for human decisionmaking. Russian military doctrine assigns AI two core roles: enhancing the processing and interpretation of sensor data and providing predictive decision support through forecasting, scenario generation, and recommendations for commanders. Across strategic and tactical levels, AI is intended to augment situational awareness and analytical capacity, while formal authority and responsibility for decisions remain firmly with human commanders. 5. Russia began its C2 digitalization effort by building a dense layer of standards governing terminology, system architecture, hardware-software integration, and information management. This standardization drive, coupled with the transition to the domestically controlled Astra Linux operating system, reflects an attempt to create a unified technical foundation capable of supporting data integration, interoperability, and future AI insertion across the command hierarchy. While this framework provides structural coherence, it has not, on its own, resolved deeper institutional and methodological constraints that continue to limit system-wide C2 integration. 6. To enable AI-driven tactical software, the Russian military launched a systematic data collection effort in 2025 focused on unmanned operations and strike outcomes. The emerging data infrastructure aggregates UAS video feeds, operator telemetry, strike effects, and individual pilot performance metrics, each linked to unique personal identifiers. These datasets serve multiple functions simultaneously: operational analysis, training evaluation, and the creation of labeled data for AI model development, establishing a feedback loop that ties battlefield performance directly to software refinement. 7. Despite efforts to reduce dependence on foreign commercial technologies, Russia’s military AI development remains heavily reliant on open-weight models and civilian software ecosystems. The transition from tools such as AlpineQuest and Discord toward domestic alternatives like ZOV Maps and Astra-based platforms reflects a push for security and sovereignty at the application layer. At the same time, Russian developers actively adapt open-weight and commercially available AI models, including Mistral, Qwen, LLaMA, YOLO, and related architectures, for military use, embedding them into on-premise, tightly controlled environments. This hybrid approach allows Russia to mitigate sanctions and accelerate AI adoption without building foundational models from scratch." (Executive summary) more

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Handbook of Global Oral History
Deep Insights

Mark Cave, Selma Leydesdorff (eds.)

Leiden: Brill (2026), x, 699 pp.

"The Handbook of Global Oral History inspires the reader to be more open in their conception of what oral history is and how it is applied within a variety of disciplines to unlock meaning in human experience. The book brings together scholars from around the world in the areas ranging from memory s ... more

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Panorama of Exiled Independent Media: Amid Global Geopolitical Turbulence in 2026
Deep Insights

Berlin: JX Fund (2026), 29 pp.

"Exiled Independent Media (EXIM) are no longer a marginal or transitional phenomenon. They have become a permanent and structurally significant part of the global media landscape – and the forces that lead EXIM to appear are, if anything, growing stronger. The sustained rise of authoritarian regim ... more

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The Architecture of Media Capture: Typologies, Global Patterns, and the Tech Threat

Marius Dragomir

Tallinn; London: Media Journalism Research Center (MJRC) (2026), 29 pp.

"Media capture, the systematic subordination of news media to the political and commercial interests of ruling elites, has become one of the defining governance crises of the 21st century. Where the 20th century’s threats to press freedom were primarily those of outright censorship and state-contr ... more

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Disinformation: A Multi-Disciplinary Analysis
Deep Insights

Lisa Ginsborg, Paula Gori (eds.)

Cham: Springer (2026), xvi, 654 pp.

"This volume provides a multidisciplinary analysis of disinformation and strategies for tackling it. Authored by a diverse group of scholars and experts, chapters in this volume are divided into three thematic sections. The first section delves into disinformation from various disciplinary perspecti ... more

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The Routledge International Handbook of Trauma-Responsive Peacebuilding
Deep Insights

Sara Clarke-Habibi, Cordula Reimann (eds.)

London; New York: Routledge (2026), xxxii, 541 pp.

"This comprehensive handbook offers a multidisciplinary exploration of research and practice at the intersection of trauma and peacebuilding. Highlighting case studies from diverse conflict contexts around the globe, the book offers conceptual reflections and practical illustrations of trauma-sensit ... more

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Foundations in Cyber-Ethnography: A Cross-Cultural Approach

Erica Zimmerman, Clementine K. Fujimura (eds.)

New York: Bloomsbury Academic (2026), x, 253 pp.

"Contributors to this volume contend that in the realm of research on human society, online and digital communication can no longer be relegated to a separate cyber space and should instead be considered in equal part by integrating cyber-ethnographic methods. Coming at a critical time where student ... more

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Handbook on Anthropology and Artificial Intelligence
Deep Insights

Sahana Udupa, Peter Hervik (eds.)

Cheltenham (UK); Northampton, MA (US): Edward Elgar Publishing (2026), xix, 495 pp.

"This timely Handbook provides a groundbreaking collection of anthropological research on artificial intelligence (AI), examining how anthropology can help to comprehend and critique its development. Evaluating the limits, hopes and fears of AI, leading experts explore its influence as a sociocultur ... more

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Space for freedom: An assessment of the professional and operational requirements of exiled journalists from Belarus and Russia

Diana Shahbazyan

Bonn: Deutsche Welle DW Akademie (2025), 30 pp.

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Kremlin Media Wars: Censorship and Control Since the Invasion of Ukraine

Aleksandra Raspopina, Wendy Sloane (eds.)

London: Routledge (2025), xiv, 174 pp.

"This unique volume brings together academics of Russian journalism and media with journalists and editors who reported or continue to report on the country, to explore and reflect on the changing landscape for journalists in Russia or covering Russia, and the increasing control exerted by the gover ... more

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Freedoms of Speech: Anthropological Perspectives on Language, Ethics, and Power
Deep Insights

Matei Candea, Taras Fedirko, Paolo Heywood, Fiona Wright (eds.)

Toronto: University of Toronto Press (2025), 479 pp.

"Bringing together leading anthropologists, this collection sheds light on the vast topic of freedoms of speech from a comparatively human perspective. Freedoms of Speech provides a sustained, empirical exploration of the variety of ways freedom of speech is lived, valued, and contested in practice; ... more

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African Media Reporting on the Russia Ukraine War

Zaphesheya Dlamini, Samba Dialimpa Badji

Johannesburg: Konrad-Adenauer-Stiftung (KAS) (2025), 38 pp.

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Entertainment interspersed with propaganda: How nonlegacy-news accounts deliver explicitly political content to mass audiences on Russia’s most popular social network VK

Julia Kling, Florian Toepfl, Pascal Jürgens

Information, Communication & Society (2025), 18 pp.

"Previous research on political communication on Russia’s most popular social network VK has concluded that most users avoid news by not following legacy-news accounts. In this study, we expand the universe of scrutinized accounts with the mostfollowed non-legacy-news accounts (>100,000 followers) ... more

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Responses to a changing media assistance landscape

Dani Madrid-Morales

Deutsche Welle (2025)

"The US has suspended funding for development aid, including for media. Meanwhile, China and Russia have been stepping up media assistance programs for years with a variety of strategies, explains Dani Madrid-Morales." (Introduction)

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Digital Warfare: Media and Technologies in the Russo-Ukrainian War

Nadiya Ivanenko, Nadia Zasanska (eds.)

Bielefeld: transcript Verlag (2025), 366 pp.

"Digital media and technologies remain unpredictable when we approach them as actors in armed conflicts. Artificial intelligence, drones, information leaks, hacking, propaganda and fakes become part of war reality. The contributors to this volume prompt us to focus on the virtual fronts of the Russo ... more

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Media and Propaganda in an Age of Disinformation

Nelson Ribeiro, Barbie Zelizer (eds.)

New York; London: Routledge (2025), viii, 205 pp.

"First, the book looks at media and propaganda through the lens of different disciplines, ranging across communication and media studies, journalism studies, psychology, neuroscience, sociology, history, gender studies, information and library science, literature, and platform studies. Recognizing t ... more

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Digital occupation: Pro-Russian bot networks target Ukraine’s occupied territories on Telegram

Yuliia Dukach, Iryna Adam, Meredith Furbish

Atlantic Council, July 16 (2025)

"This joint report from OpenMinds and the Digital Forensic Research Lab (DFRLab) analyzes the activity of a network of 3,634 automated accounts that posted pro-Russian comments on Telegram channels between January 2024 and April 2025 targeting Ukrainian populations inside Russian-occupied territorie ... more

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Innovation as the Driving Survival Force: The State of the Russian Independent Media in Exile

Berlin: JX Fund (2025), 46 pp.

"Exiled Russian media persist as resilient voices for truth despite repression and funding cuts. Over the past year, the exiled media sector has faced several new restrictions in form of legal pressure on media teams, their audiences and advertisers. As YouTube traffic dropped significantly with abo ... ut 60%, following the last year’s slowdowns, the Russian authorities put pressure on other platforms, for example, WhatsApp, requiring them to share users' data with FSB. Introduction of the state messenger MAX marked another step towards an attempt to reroute the consumers towards state-allowed content only. Despite unprecedented repression, financial hardship, and isolation, the Russian independent media in exile have demonstrated remarkable resilience, continuing to expose state abuses, inform audiences inside Russia, and strengthen democratic discourse abroad. Sustained international support and recognition of their role as part of Europe’s broader security and information ecosystem are now essential to ensure their survival and impact. The abrupt withdrawal of U.S. funding in 2025 has severely undermined the stability of Russian independent media in exile. With the abrupt cuts in major U.S. funding sources, exiled Russian outlets have lost on average 6% of the funding as compared to the last year (when an average annual budget for a medium to large media was €902,778). This is a significant drop. However, comparing to the consequences faced by other countries, it is a smaller funding cut than expected. The media sector faces stronger competition as the media development intermediaries are themselves under the shutdown. Many media have been forced to downsize, cut projects, and rely on unstable ad-hoc grants, revealing both their extraordinary resilience and the fragility of their dependence on external support. The Kremlin’s toolbox expands with growing investment into propaganda, censorship automation and sanctions against information consumers. As the Kremlin censorship has expanded to target content consumers, independent outlets lost about 22% of readership on their webpages. Additionally, the censors continued to introduce new legal restrictions for the advertisers collaborating with independent media, as well as to recognize the independent media as “foreign agents”, “undesirable organizations” and even “terrorists.” Meanwhile, the Kremlin increased its investments into propaganda machine with 7%, including the additional $65 million to Russia Today that targets foreign audiences; as well as innovated automated means of identify and flag an undesired content. Against this backdrop, supporting secure access to information and amplifying independent media must remain central to countering authoritarian disinformation and defending the right to alternative independent information. Independent media innovate to maintain trust and engage audiences. Amid censorship, audience fatigue, and shrinking online space, the 63 Russian independent media in exile continue to reach millions by diversifying platforms, introducing more personalized content, and rebuilding trust through human-centered personalized journalism. Over the last year, the media have compensated the loss of audiences on their webpages via Instagram (+108%), TikTok (90%) and YouTube (+11%). AI empowers exiled newsrooms while exposing new ethical and security challenges. As Russian independent media in exile navigate scarce resources and digital insecurity, artificial intelligence emerges as both a lifeline and a liability. AI currently empowers most of the media teams in exile, and assists in transcription, content creation, data collection for investigative reporting, data analysis, and audience engagement. Yet, AI also exposes the media to new challenges, such as security & privacy, verification & accuracy. Building collective AI literacy, shared standards, and secure innovation support would allow strengthening media resilience. " (Executive summary) more

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The Routledge International Handbook of Online Deviance

Roderick Graham, Stephan G. Humer, Claire Seungeun Lee, Veronika Nagy (eds.)

London; New York: Routledge (2025), xxvii, 765 pp.

"Covering a wide range of different online platforms, including social media sites and chatrooms, this volume is a comprehensive exploration of the current state of sociological and criminological scholarship focused on online deviance. Understanding deviance broadly, the handbook acknowledges both ... more

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Psychological Defence and Information Influence: A Textbook on Theory and Practice

Jesper Falkheimer, James Pamment (eds.)

Karlstad: Psychological Defence Agency (2025), 257 pp.

"In an age defined by rapid information flows and shifting security landscapes, the resilience of societies rests not only on military strength or technological capacity, but equally on the ability of individuals and institutions to withstand psychological influence and manipulation. Psychological d ... more

Handbook of Global Oral History Deep Insights

Panorama of Exiled Independent Media: Amid Global Geopolitical Turbulence in 2026 Deep Insights

Disinformation: A Multi-Disciplinary Analysis Deep Insights

The Routledge International Handbook of Trauma-Responsive Peacebuilding Deep Insights

Handbook on Anthropology and Artificial Intelligence Deep Insights

Freedoms of Speech: Anthropological Perspectives on Language, Ethics, and Power Deep Insights