Back
Metaculus Forecasting Platform
webCredibility Rating
3/5
Good(3)Good quality. Reputable source with community review or editorial standards, but less rigorous than peer-reviewed venues.
Rating inherited from publication venue: Metaculus
Metaculus is widely used in the AI safety and EA communities as a reference for probabilistic forecasts on AI timelines and risk-relevant events; useful for grounding strategic discussions in calibrated uncertainty estimates.
Metadata
Importance: 55/100tool pagetool
Summary
Metaculus is a collaborative online forecasting platform where users make probabilistic predictions on future events across domains including AI development, biosecurity, and global catastrophic risks. It aggregates crowd wisdom and expert forecasts to produce calibrated probability estimates on complex questions relevant to long-term planning and existential risk assessment.
Key Points
- •Hosts thousands of questions on AI timelines, biosecurity threats, climate change, and other topics relevant to existential and global catastrophic risks
- •Uses aggregated probabilistic forecasting to produce calibrated predictions, helping researchers and policymakers assess uncertainty
- •Tracks AI-specific questions such as AGI timelines, AI policy milestones, and capability benchmarks
- •Provides a public track record of forecast accuracy, enabling evaluation of forecaster calibration over time
- •Used by EA and AI safety communities to inform strategic decisions and prioritization under uncertainty
Review
Metaculus represents an innovative approach to collective intelligence and predictive modeling, leveraging crowdsourced forecasting to generate insights on complex global challenges. The platform enables users to make probabilistic predictions on diverse topics, ranging from technological developments and geopolitical risks to scientific breakthroughs and energy transitions. By aggregating predictions from a diverse group of forecasters, Metaculus creates a dynamic, continuously updated knowledge base that can potentially provide more nuanced and adaptive perspectives than traditional expert analysis. Its focus areas—including AI progress, biosecurity, nuclear security, and climate change—are particularly relevant to understanding emerging global risks and technological trajectories. The platform's AI forecasting questions, such as predicting the timeline for weakly general AI systems, offer valuable insights into potential technological milestones and their associated uncertainties.
Cited by 13 pages
| Page | Type | Quality |
|---|---|---|
| AI Safety Solution Cruxes | Crux | 65.0 |
| AGI Development | -- | 52.0 |
| AGI Timeline | Concept | 59.0 |
| Novel / Unknown Approaches | Capability | 53.0 |
| Worldview-Intervention Mapping | Analysis | 62.0 |
| Epoch AI | Organization | 51.0 |
| Future of Life Institute | Organization | 46.0 |
| Metaculus | Organization | 50.0 |
| AI Forecasting Benchmark Tournament | Project | 41.0 |
| AI-Augmented Forecasting | Approach | 54.0 |
| AI Alignment | Approach | 91.0 |
| Prediction Markets (AI Forecasting) | Approach | 56.0 |
| Power-Seeking AI | Risk | 67.0 |
Cached Content Preview
HTTP 200Fetched Apr 9, 20262 KB
Metaculus Metaculus Clarity in a complex world Forecasting Platform Collective intelligence for the public good 3.72M + Predictions 23.4k + forecasting questions 12+ years of predictions Business Solutions For informed decision-making Hire Pro Forecasters Run Tournaments Host Private Instances FutureEval Our AI Forecasting Benchmark Radiant Map the Future Before You Build It Staff Picks ⚙️ Labor Automation Tournament 🦾 FutureEval 💥 Iran War ⚔️ Metaculus Cup ❓ Top Questions 🗞️ Current Events 0 comments 86 forecasters Will there be a non-test nuclear detonation in Iran before 2027? 1% chance 2% this week 31 comments 258 forecasters Who will win the 2026 Candidates Tournament? Hikaru Nakamura 0.1% Fabiano Caruana 0.9% Anish Giri 2% Javokhir Sindarov 96.6% 4 others 0 % 44 comments 231 forecasters Will the U.S. conduct a ground invasion of Iran before May 2026? 15% chance 40% this week 5 comments 20 forecasters Will the United States use a nuclear weapon before May 2026? 0.1% chance 6 comments 5 forecasters Who will become the next United Nations Secretary General? Michelle Bachelet 27.6% Rafael Grossi 24.3% Rebeca Grynspan 24.3% Other 20.1% Macky Sall 3.6% 3 comments 2 forecasters When will the next parliamentary elections be held in Greece? Current estimate Revealed tomorrow 12 comments 67 forecasters Will global tensions push New York yellow globes over $10 per sack in April 2026? 37% chance 28% this week 2 comments 50 forecasters Will another U.S. cabinet member leave office before May 2026? 40% chance 6.7% today 4 comments 23 forecasters [Short fuse] Will a Kenyan win the 2026 Boston marathon? 70% chance 3 comments 61 forecasters Will Stanford HAI’s 2026 AI Index report show U.S. private AI investment in 2025 at least 12x China’s? 60% chance 3 comments 7 forecasters What will be the closing price of Crude Oil WTI (in USD per barrel) on December 31, 2026? Current estimate 91.3 USD 1 comment 18 forecasters Will computer science and engineering see a greater percentage decrease (or smaller increase) in the number of enrolled international students in Trump's first year compared to other fields? 54% chance 40% this week Featured in
Resource ID:
d99a6d0fb1edc2db | Stable ID: ODg5OGZhZT