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MON, OCT 19 · EDT
Threat Board›nuclear›North Korea provocations
nuclearUpdated Oct 18, 02:49 EDT

North Korea provocations

Tracking: North Korea provocations

Current probability
86%
7-day move
↓ ±0.0pp
30-day move
+37.1pp
Confidence interval
85–87%
Evidence count
7,720
Countries involvedNorth Korea
Probability history · last 90 days90 daily points · 7,720 total nudges
0%25%50%70%100%prior 35%Jul 22Aug 6Aug 21Sep 5Sep 20Oct 5Oct 19

Days without new evidence carry forward the prior day’s posterior. Each visible inflection is a Bayesian update triggered by ingested evidence — see the stream below for per-nudge reasoning.

Evidence stream?Evidence streamEach row is one dispatch scored against this threat. Direction + magnitude = how the Bayesian update moved the probability. Reasoning is what the AI engine saw in the article that justified the nudge — auditable, not a black box.latest 30 of 7,720
  1. ↑ +0.05North Korea Fires Unidentified Projectile Into East Sea Amid High Tensions

    The article reports a new projectile launch by North Korea, continuing a series of tests and escalating tensions, which directly contributes to the likelihood of further provocations.

    Dec 9, 20:19 · posterior → 82% · dispatch
  2. ↑ +0.03The global geopolitical landscape before the consequences of the US midterm elections

    The article suggests that if President Trump's party loses control of the House and Senate, he may act more aggressively in foreign policy, including approaching North Korea in a way that could lead to increased tensions and provocations.

    Oct 18, 00:00 · posterior → 89% · dispatch
  3. ↓ −0.02North Korean IT Workers Used Stolen US Identities to Earn $3 Million

    The article highlights a successful law enforcement operation against North Korea's IT worker scheme, which may indicate increased pressure on the regime and potentially reduce its ability to engage in provocations.

    Oct 18, 00:00 · posterior → 88% · dispatch
  4. ↓ −0.02Prime Minister Han: 'We will build a foundation for peaceful coexistence between South and North Korea'

    The article quotes the Prime Minister's statement about building a foundation for peaceful coexistence between South and North Korea, which suggests a reduction in tensions and a decreased likelihood of North Korean provocations.

    Oct 17, 22:49 · posterior → 87% · dispatch
  5. ↑ +0.04North Korea claims to have test-launched AI-equipped torpedo system in response to South Korea's ultra-high-speed missile launch

    The article reports on North Korea's test-launch of an AI-equipped torpedo system, which suggests an escalation of military capabilities and a response to South Korea's recent missile launch, increasing the likelihood of further provocations.

    Oct 17, 22:33 · posterior → 86% · dispatch
  6. ↑ +0.03Seoul's peace offensive clashes with geopolitics

    The article suggests that North Korea has expanded its conditions for dialogue and rejected reduced military drills, indicating a hardened stance that could lead to increased provocations.

    Oct 17, 21:17 · posterior → 89% · dispatch
  7. ↑ +0.02Inside the Chinese city helping sustain the hermit kingdom of North Korea

    The article highlights the strengthening economic ties between China and North Korea, which could embolden North Korea and increase the likelihood of provocations, as a stronger economic foundation may provide Pyongyang with more confidence to pursue aggressive actions.

    Oct 17, 20:00 · posterior → 89% · dispatch
  8. ↑ +0.03Pyongyang, Beijing, Moscow all shattering Seoul's hope for US-NK talks

    The article suggests that the likelihood of US-NK talks is decreasing due to geopolitical tensions and rival interests, which could lead to increased frustration and provocations from North Korea.

    Oct 17, 20:00 · posterior → 89% · dispatch
  9. ↑ +0.03The global chessboard before the consequences of the US midterm elections

    The article suggests that if the US midterm elections lead to a change in control of Congress, President Trump may take more drastic actions in foreign policy, including potentially making a deal with North Korea, which could be seen as a provocation or embolden North Korea to take provocative actions.

    Oct 17, 18:57 · posterior → 88% · dispatch
  10. ↓ −0.02A Month Before APEC, Will US-China, US-China-Russia, and US-North Korea Summits Take Place? 3 Key Points to Watch

    The article suggests a potential meeting between Trump and Kim Jong-un, which could lead to a decrease in tensions and provocations from North Korea, although the outcome is uncertain and the gap between the US and North Korea on the nuclear issue remains a significant variable.

    Oct 17, 17:00 · posterior → 89% · dispatch
  11. ↑ +0.03North Korea claims to have tested a new torpedo system with AI capabilities

    The article reports on North Korea's successful test of a new torpedo system with AI capabilities, which suggests an advancement in their military technology and potentially increased capability for provocations.

    Oct 17, 15:01 · posterior → 88% · dispatch
  12. ↑ +0.03North Korea says it tested new torpedo system with AI capabilities

    The article reports on North Korea's successful test of a new torpedo system with AI capabilities and its recent ramping up of weapons demonstrations, indicating an escalation of its military activities and an increased likelihood of future provocations.

    Oct 17, 12:01 · posterior → 91% · dispatch
  13. ↑ +0.03North Korea Announces Use of Artificial Intelligence for Precision-Guide Torpedo System

    The development of a new AI-assisted torpedo system suggests an advancement in North Korea's military capabilities, which could potentially be used for provocative actions.

    Oct 17, 12:01 · posterior → 91% · dispatch
  14. ↑ +0.03North Korea claims successful test of AI-powered 'Zam-2.0' torpedo system

    The article reports on North Korea's successful test of a new AI-powered torpedo system and its recent ramping up of weapons demonstrations, which suggests an escalation of its military capabilities and a potential increase in provocations.

    Oct 17, 12:00 · posterior → 91% · dispatch
  15. ↑ +0.04North Korea tests AI-assisted torpedo system

    The article reports on North Korea's successful test of an AI-assisted torpedo system, which enhances its military capabilities and suggests an escalation of tensions with Seoul, thereby increasing the probability of North Korea provocations.

    Oct 17, 12:00 · posterior → 92% · dispatch
  16. ↑ +0.03North Korea claims to have tested an AI-guided ‘super-speed’ torpedo

    The article reports on North Korea's successful test of an advanced AI-guided torpedo, which could be perceived as a demonstration of military capability and an escalation of tensions, thereby slightly increasing the probability of North Korea provocations.

    Oct 17, 12:00 · posterior → 92% · dispatch
  17. ↑ +0.03'777' Intelligence Budget Cut in Half: Disruptions in Intel Sharing With US?

    The article suggests that South Korea's intelligence capabilities on North Korea have been weakened due to budget cuts, which could lead to reduced monitoring and anticipation of North Korean provocations, potentially increasing the likelihood of such events occurring.

    Oct 17, 12:00 · posterior → 92% · dispatch
  18. ↑ +0.04North Korea Tests AI-Enabled Zam-2.0 Torpedo

    The successful test of a new AI-enabled torpedo system and recent tests of submarine-launched cruise missiles suggest North Korea is advancing its military capabilities, which could embolden the country to engage in more provocative actions.

    Oct 17, 12:00 · posterior → 92% · dispatch
  19. ↑ +0.03N. Korea conducts underwater test of new precision-guided torpedo using AI: KCNA

    The successful test of a new precision-guided torpedo weapon system using AI technology demonstrates North Korea's advancing military capabilities, which could embolden the country to engage in more provocative actions.

    Oct 17, 06:28 · posterior → 88% · dispatch
  20. ↓ −0.02China calls for efforts to address risks, challenges in nuclear field

    The article emphasizes China's call for international cooperation to address nuclear risks and challenges, which may indirectly encourage North Korea to refrain from provocations, but the effect is likely to be minimal due to the lack of direct mention or specific actions targeting North Korea.

    Oct 17, 05:18 · posterior → 85% · dispatch
  21. ↑ +0.04North Korea says tested AI-assisted torpedo system

    The article reports on North Korea's successful test of an AI-assisted torpedo system and its continued advancement of missile and weapons technology, which suggests an escalation of its military capabilities and potentially provocative actions.

    Oct 17, 04:23 · posterior → 90% · dispatch
  22. ↑ +0.03North Korea Test-Fires New High-Speed Torpedo With AI Guidance

    The successful test-firing of a new high-speed torpedo with AI guidance demonstrates North Korea's advancing military capabilities, which could embolden the country to engage in more provocative actions.

    Oct 17, 03:00 · posterior → 89% · dispatch
  23. ↑ +0.03US ties with South Korea hit low point over intelligence row

    The article suggests that reduced intelligence cooperation and tensions between the US and South Korea may compromise Seoul's ability to respond to North Korea, potentially creating an opportunity for North Korea to engage in provocations.

    Oct 17, 02:02 · posterior → 90% · dispatch
  24. ↑ +0.03North Korea claims successful test of AI-powered 'Zam-2.0' torpedo system

    The article reports on North Korea's successful test of a new AI-powered torpedo system and its recent ramping up of weapons demonstrations, which suggests an escalation of military capabilities and a potential increase in provocations.

    Oct 17, 01:16 · posterior → 89% · dispatch
  25. ↑ +0.04N. Korea tests new precision-guided torpedo using AI: KCNA

    The successful test of a new precision-guided torpedo using AI technology demonstrates an advancement in North Korea's naval capabilities, which could embolden the country to engage in more provocative actions.

    Oct 17, 00:17 · posterior → 84% · dispatch
  26. ↑ +0.03North Korea says it tested new torpedo system with AI capabilities

    The article reports on North Korea's successful test of a new torpedo system with AI capabilities and its recent ramping up of weapons demonstrations, which suggests an escalation of military activities and an increased likelihood of future provocations.

    Oct 17, 00:02 · posterior → 83% · dispatch
  27. ↑ +0.03North Korea says it tested new torpedo system with AI capabilities

    The article reports on North Korea's successful test of a new torpedo system with AI capabilities, which suggests an advancement in their military technology and potentially increased capability for provocations.

    Oct 16, 23:51 · posterior → 81% · dispatch
  28. ↑ +0.03North Korea says it tested new torpedo system with AI capabilities

    The article reports on North Korea's successful test of a new torpedo system with AI capabilities and its recent ramping up of weapons demonstrations, which suggests an escalation of its military activities and an increased likelihood of future provocations.

    Oct 16, 23:51 · posterior → 82% · dispatch
  29. ↑ +0.03North Korea says it tested new torpedo system with AI capabilities

    The article reports on North Korea's successful test of a new torpedo system with AI capabilities and its recent ramping up of weapons demonstrations, indicating an escalation of military activities that could lead to increased provocations.

    Oct 16, 23:47 · posterior → 83% · dispatch
  30. ↑ +0.03North Korea says it tested new torpedo system with AI capabilities

    The article reports on North Korea's successful test of a new torpedo system with AI capabilities and its recent ramping up of weapons demonstrations, indicating an escalation of military activities that could lead to increased provocations.

    Oct 16, 23:47 · posterior → 82% · dispatch
Prior · Posterior
Prior
35%
base rate before evidence
→
Posterior
86%
after 7,720 pieces of evidence
Methodology

This threat’s probability started at the prior — a base rate from historical data and expert elicitation. Every dispatch scored against the threat nudges the probability via Bayesian update. The visible chart is the posterior evolving with each piece of evidence. Confidence interval tightens as evidence count grows. Read the full approach at /about/methodology.