NATURAL DISASTER SCORE
· 46.3% ·
9.3
/ 20
↓
-0.28 since yesterday
ELEVATED
SHARE TODAY'S ASSESSMENT
MODEL BREAKDOWN
ChatGPT
9.0
- Increased seismic activity in Pacific Ring of Fire regions
- Unprecedented heatwaves affecting global food supply chains
- Aging infrastructure in high-risk earthquake zones
- Limited international disaster response resources due to ongoing conflicts
- Rising sea levels threatening coastal nuclear power plants
Claude
9.0
- Cascadia Subduction Zone shows increased seismic strain accumulation
- Yellowstone supervolcano demonstrates heightened thermal anomalies
- Arctic permafrost methane release accelerating climate destabilization
- Global ocean current disruption signals potential extreme weather shifts
- Simultaneous tectonic stress detected across multiple continental boundaries
Gemini
N/A
Llama
14.0
- Increased seismicity in Pacific Ring of Fire
- Rising volcanic unrest in Indonesia and Philippines
- Intensifying climate-driven extreme weather events
- Critical infrastructure vulnerabilities in Southeast Asia
- Growing population density in high-risk coastal zones
DeepSeek
7.0
- Elevated seismic activity in Cascadia Subduction Zone exceeds historical baselines.
- Increased volcanic unrest in Iceland linked to magma chamber inflation.
- Climate-amplified hurricanes threaten aging Gulf Coast energy infrastructure.
- Population density in Jakarta exacerbates flood and earthquake risks.
- Early warning systems in Pacific Rim remain underfunded and fragmented.
Mistral
N/A
Qwen
11.0
- M7.8 Turkey-Syria earthquake sequence (Feb 2023) ruptured 300 km of previously locked East Anatolian Fault segment, accelerating stress transfer to adjacent segments including the Dead Sea Transform.
- Mauna Loa’s 2022 eruption exhibited unprecedented shallow magma intrusion detected by InSAR, indicating rapid crustal stress reorganization beneath Hawaii’s volcanic chain.
- 2023–2024 Amazon Basin drought reduced hydroelectric generation to 42% of installed capacity, exposing grid interdependence across Brazil, Peru, and Colombia during concurrent heatwave-induced transmission failures.
- Global dam safety audits (ICOLD 2024) confirm 1,247 high-hazard dams lack updated seismic retrofitting for post-2010 strain accumulation in Himalayan, Andean, and Trans-Mexican Volcanic Belt zones.
- Satellite-derived soil moisture deficit anomalies in the Central Valley of California exceed 1934 Dust Bowl levels, triggering microseismicity swarms beneath critical aquifer recharge infrastructure.
Gemma
11.0
- Unusually high simultaneous volcanic unrest in Iceland, Italy, and Japan.
- Accelerated glacial meltwater pulse increasing isostatic rebound & seismic risk.
- Transatlantic cable infrastructure vulnerability to submarine landslides increases.
- Global food supply chain fragility amplifies weather-related yield reductions.
- Declining investment in preventative dam maintenance globally raises failure risk.
Nvidia
0.0
- Global seismic moment release 2023-
Arcee
N/A
Grok
N/A
Perplexity
12.0
- Global disaster trend dominated by frequent regional events, no current signal of imminent global catastrophe
- Seismicity and tectonic stress in major subduction zones remain within historical fluctuation bands, not anomalously elevated
- Volcanic unrest at high-impact systems shows localized activity, no Tambora- or Toba-scale pre-eruption indicators
- Climate-amplified extremes producing record-breaking floods, heatwaves, and wildfires but impacts remain nationally and regionally contained
- Critical infrastructure interdependence raises cascading failure potential, yet recent large disasters preserved international response coordination
Cohere
8.0
- Increased seismic activity along the Pacific Ring of Fire, exceeding decadal averages
- Accelerated glacial melt destabilizing volcanic systems in Iceland and Alaska
- Critical infrastructure aging in densely populated coastal megacities (e.g., Tokyo, Mumbai)
- Climate-amplified hurricane intensity threatening Gulf Coast petrochemical complexes
- Underinvestment in transboundary early warning systems for tsunamis in Southeast Asia
Jamba
14.0
- Seismic swarms near Cascadia Subduction Zone exceed 20-year averages.
- Volcanic unrest at Campi Flegrei intensifies with ground uplift rates.
- Extreme rainfall events amplify landslide risks in Himalayan infrastructure zones.
- Critical power grid resilience gaps persist in Southeast Asian cyclone-prone areas.
- Early warning systems lack integration across South American flood-prone regions.
Moonshot
7.0
- Global seismic moment release 2023-24 highest since 2004 Sumatra event
- Yellowstone caldera uplift rate doubled 2020-2023 GPS measurements
- Antarctic Pine Island Glacier grounding line retreat accelerating icequake swarms
- North Anatolian Fault locked segment stress loading at 2.5 cm/year
- Atlantic Meridional Overturning Circulation weakening 11% since 2004
AI DISAGREEMENT ANALYSIS
3.77
STD DEV
DIVIDED
BASED ON 11 MODEL RESPONSES
The divergence in model scores stems from heterogeneous weightings of regional seismic strain accumulation, with LLAMA and JAMBA emphasizing simultaneous tectonic stress indicators across multiple continental boundaries, while NVIDIA and MOONSHOT provided incomplete or fragmentary risk assessments. Methodological differences emerge in how models integrate climate-infrastructure interdependence, with QWEN's granular analysis of specific infrastructure failures (e.g., Brazilian hydroelectric grid disruption) contrasting DEEPSEEK's broader infrastructural vulnerability framing. Critical score variations derive from models' differential sensitivity to recent extreme event sequences: PERPLEXITY maintained a conservative stance by emphasizing containment of regional disasters, whereas CLAUDE and CHATGPT highlighted potential cascading failure mechanisms across interconnected global systems.
AI-GENERATED ANALYSIS — NOT AN OFFICIAL ASSESSMENT
ABOUT THIS SYSTEM
The Natural Disaster Score (NDS) is an experimental daily assessment
aggregated from leading AI models.
Each model is independently asked to rate the current global natural disaster threat on a scale of 0 to 20
and provide up to 5 specific reasons for its assessment.
The final score is the average of all valid responses.
This is not an official or governmental assessment.
It reflects the synthesised opinion of large language models based on their training and world knowledge.
Visit the [BRIEFING] page for more information.