The Expert as Weapon

Analytics
50expert videos with propaganda score ≥8
78%fear_inducing tone — fear through “analysis”
21.9Mviews on expert propaganda content
5channels — one shared expert pool across all state media

A sofa, three “experts”, a calm tone, serious faces. No shouting. But every thesis is propaganda. Among 50 expert-format videos with propaganda score ≥8 on Belarusian state YouTube channels, 78% carry a fear_inducing tone. They do not shout. They explain — why you should be afraid. And they reach 21.9 million views.

Section 01
Anatomy of the format: who speaks, how, and why

Expert formats on Belarusian state media fall into three types — each serving a distinct function in the propaganda ecosystem.

Opinion (20 videos)
An “analyst” monologue. The viewer receives a ready-made conclusion packaged in authoritative delivery. The most common format — and the most invisible.
Talk-show (16 videos)
A panel of “experts” discusses a topic. The illusion of debate with total consensus. The range of opinions: from “bad” to “very bad”.
Interview (14 videos)
One guest, one position, zero counter-questions. The host is not a journalist — but a moderator for transmitting talking points.
Top expert videos by propaganda score Query 2.1 · content_type = talk_show/opinion/interview · score ≥8
Video Channel Tone Score Views
Кого обслуживал Эпштейн? Дикие вечеринки западной элиты. Беспредел богатых. Понятная поли NEWS.BY fear_inducing 9 176,993
КАРНАУХОВ: Говорю, что знаю досконально! Знаю их имена! / Переговоры в Женеве, ОИ и коварн БелТА fear_inducing 9 84,944
Почему Запад так яро стремится передать Зеленскому ядерное оружие? ТЕМА ДНЯ NEWS.BY fear_inducing 9 39,580
Вербуют детей и бабушек: как быть с террористами и их пособниками? СБТВ fear_inducing 9 20,424
Покушение на российского генерала| Запад хочет переговоров! |Украине закрыт ЕС? Клуб редак NEWS.BY fear_inducing 9 12,881
Запад готовит переворот в Беларуси? Киллеры Украины для генералов России. Литва боится КГБ СБТВ fear_inducing 9 12,245
🔴Европа даст Киеву ядерную бомбу? Польша делает метро бункером! 90 млрд евро Украине в обх СБТВ fear_inducing 9 1,436
Запад готовит переворот в Беларуси? Вильнюс пугает литовцев КГБ! Чем ответить на гибридные СБТВ fear_inducing 9 946
Жириновский предвидел удары США по Ирану #жириновский #сша #иран #политика #трамп CTVBY fear_inducing 8 6,552,723
Жириновский: С Украиной мы не договоримся ни о чём #жириновский #украина #новости #политик CTVBY fear_inducing 8 3,531,108
Section 02
The reach paradox: CTVBY dominates with fewest videos

Nine CTVBY expert videos accumulated 15 million views — more than the 41 videos from the other four channels combined. The secret is not volume but format: CTVBY packages propaganda into clip-like edits and #Shorts where an ‘expert’ speaks for 30 seconds — but those 30 seconds are algorithmically promoted to millions.

15MCTVBY · 9 expert
4,5MБелТА · 17 expert
1MСБТВ · 11 expert
0,9MNEWS.BY · 10 expert
Section 03
The tone map: fear speaks in a calm voice

Of 50 expert videos with high propaganda scores, 39 (78%) are classified as fear_inducing. Yet none contain shouting or open aggression — fear is delivered through “analysis”, “forecasts”, and “expert assessments”. Six videos use a contemptuous tone — cold disdain for opponents. Four are aggressive.

Key finding
  • 78% of expert videos with score ≥8 are fear_inducing: fear through “analysis”, not shouting
  • Zero neutral-tone videos among score ≥8 — “objectivity” is absent even as camouflage
  • 100% of score=9 videos are fear_inducing — maximum propaganda = maximum fear
Section 04
The mask of positivity: 5 videos that look like news

Only 5 videos in the entire corpus combine a high propaganda score (7) with a positive tone. All five are about Lukashenko: tariff cancellation, friendship with Russia, comparison with European leaders. This is not a classification error. It is the other half of the system: fear content creates the threat; “positive” experts provide the solution — trust the leader.

“Positive” propaganda: high score + positive tone Query 2.2 · propaganda_score ≥7 · emotional_tone = positive
Video Channel Tone Score Views
В Литве о таком даже не мечтают! Лукашенко отменил повышение тарифов на ЖКУ для населения СБТВ positive 7 32,704
Необъятная страна, сильная экономика, мировое влияние. Как нужно ладить с Россией СБТВ positive 7 17,591
Чем Лукашенко отличается от европейских лидеров? СБТВ positive 7 16,865
"Трамп прекрасно это понимает!" // Про Лукашенко и интересы Беларуси в Совете мира #shorts БелТА positive 7 5,278
Беларусь-Китай: 34 года дружбы, миллиарды товарооборота, безграничный потенциал. Экономиче NEWS.BY positive 7 714
Section 05
The engagement machine: what makes people like propaganda

Zhirinovsky’s video ‘We will never agree with Ukraine’ — 3.5 million views and 70,510 likes. This is not just reach. It is active audience endorsement. The expert format gives propaganda an authority that viewers are willing to share publicly.

Most engaging expert videos Query 2.3 · score ≥6 · views > 5,000
Video Channel Tone Score Views Likes
Жириновский: С Украиной мы не договоримся ни о чём #жириновский #украина #новости #политик CTVBY fear_inducing 8 3,531,108 70,510
Спицын: ЭТОГО американцы Трампу НЕ ПРОСТЯТ! / Нападение на Иран, истоки национализма и цит БелТА fear_inducing 8 153,780 6,091
Давно не огребали?! На границе с Беларусью опять немецкие войска! СБТВ fear_inducing 8 90,787 1,833
Вербуют детей и бабушек: как быть с террористами и их пособниками? СБТВ fear_inducing 9 20,424 1,519
Запад готовит переворот в Беларуси? Киллеры Украины для генералов России. Литва боится КГБ СБТВ fear_inducing 9 12,245 507
Кого обслуживал Эпштейн? Дикие вечеринки западной элиты. Беспредел богатых. Понятная поли NEWS.BY fear_inducing 9 176,993 0
КАРНАУХОВ: Говорю, что знаю досконально! Знаю их имена! / Переговоры в Женеве, ОИ и коварн БелТА fear_inducing 9 84,944 0
Recognition guide: 5 signs of “expert” propaganda
  1. The “expert” has no opponent. No counter-questions, no alternative positions. Debate exists only between shades of one viewpoint.
  2. The conclusion is predetermined. The “analysis” leads to only one possible outcome. If you already know the ending — it’s not analysis.
  3. Calm tone about terrifying things. Nuclear war, Western collapse, betrayal — discussed like weather. Calmness is not objectivity — it’s a technique.
  4. Sources are only “ours”. RIA Novosti, Russian MoD, “my contacts in intelligence”. Independent sources are absent.
  5. One “expert” across all channels. The same faces appear on BelTA, SBTV, ONT, and NEWS.BY. This is not popularity — it’s a pool.
Conclusions
What this means for civil society

The expert format is the most dangerous type of propaganda. It bypasses both platform algorithmic filters and audience cognitive filters. A person listening to an “expert” does not feel they are being manipulated — they feel they are learning.

For NGOs and media educators, the key task is deconstructing the format. Not “this expert lies” but “here is how this format works: why you’re shown only one side, why there are no counter-questions, why conclusions are predetermined.” The Narrative Dictionary (publication 4) provides specific techniques. This material explains the packaging.

Methodology. This analysis draws on FORESIGHT, a multimodal AI monitoring system developed by FactCheck.LT. Expert formats (talk_show, opinion, interview) were extracted from transcript_analysis across 2,511 videos from January–February 2026. Selection: propaganda_score ≥8 for core analysis, ≥7 for “masked” propaganda. Tone classification by LLM pipeline (Claude Sonnet, GPT-4o).
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