What AI detected: Repeated threats and fear scenarios: ‘Бросим ядерное оружие. Все, с этого началась война.’; ‘если хоть один авианосец попадет… все, Трамп пролетает…’
How to explain to a neighbour
Ask: “What specific fact is behind this threat? Is there a verifiable source?” If the answer is only emotion, it’s manipulation.
👹 External Enemy / Demonization 1,640 videos in corpus
The opponent is not a discussion partner but an enemy. “Nazis”, “Russophobes”, “Western agents” — labels instead of analysis.
What AI detected: Repeated reliance on President, reportings to ‘Главе государства’, detailed presidential directives and assessments (‘Глава государства держит на личном контроле’, ‘Александра Лукашенко доложена…’).
How to explain to a neighbour
Ask: “Who is this expert? Can their claims be verified from another source?” A real expert does not fear questions.
🃏 Card Stacking / Cherry-Picking 3,248 videos in corpus
Only facts supporting the thesis are shown. Context, refutations, and alternative explanations are cut.
What AI detected: Selective presentation of Epstein/Clinton allegations, Western loan/confiscation claims and omitting context: "Билл-то 26 раз летал на личном самолете Эйпштейна… Они эти деньги сами сейчас будут соб
How to explain to a neighbour
Ask: “What does the other side say? Are there facts that contradict this conclusion?” One-sidedness signals manipulation.
⚖️ Stability vs Chaos 869 videos in corpus
Any alternative to current power = chaos. Change = destruction. The only safety is the status quo.
Channel: NEWS.BY: новости Беларуси и мира · 52,935 views · Propaganda score: 8/10
What AI detected: «Современная Польша своим выживанием и существованием обязана подвигу советских солдат»; пересмотр оценок освобождения и восстановления Варшавы
How to explain to a neighbour
Ask: “Who else describes these events? Are there alternative interpretations?” History with only one version is not history — it’s ideology.
🎯 Scapegoating 612 videos in corpus
All problems have an external cause: the West, the opposition, “traitors”. The regime is the eternal victim of conspiracy.
Channel: NEWS.BY: новости Беларуси и мира · 8,197 views · Propaganda score: 8/10
What AI detected: "народ миллионами выходит в поддержку действующего режима"
How to explain to a neighbour
Check: the same thesis, same words, across different channels on the same day? That’s not coincidence — it’s coordination.
Methodology. This analysis draws on FORESIGHT, a multimodal AI monitoring system developed by FactCheck.LT. The system processes video transcripts from Belarusian state YouTube channels (BelTA, CTVBY, СБТВ, ОНТ, NEWS.BY) through a structured LLM pipeline, producing classifications across 20 propaganda techniques with confidence scores. The transcript_analysis table covers 2,511 videos from January–February 2026. Examples are selected by highest model confidence score (≥0.7) and propaganda score.