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Posts by Metaculus

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How five UF business students faced 7,000 international competitors and took home first place From mid-January to mid-March, the five of us competed in the Bridgewater x Metaculus Forecasting Contest — an international tournament where participants assign probabilities to macroeconomic and geo...

4/ Congratulations to Marcos Ortega, Sebastian DiBenedetto, Krishang Surapaneni, Theo Machado, Marco Pizarro, and the rest of the students who brought home the top spot for UF!

Read more: news.ufl.edu/2026/04/busi...

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3/ The contest aligned with work they were already doing in Camaines:

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2/ Apparently the core group are all members of the Caimanes Student-Managed Equity Hedge Fund at UF Warrington:

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1/ We’re not playing favorites, but the data doesn’t lie; @ufl.edu cleaned up in the Bridgewater x Metaculus Tournament, logging not the highest overall score on the School Leaderboard, and doing so with only 14 forecasters.

We found an article explaining how they pulled it off—read on!

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Forecast here: www.metaculus.com/tournament/l...

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The winners from our first forecasting tournament! You can make predictions now for the U.S. Democracy Threat Index on @metaculus.bsky.social, which has a $10,000 prize pool www.metaculus.com/index/us-dem...

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Labor Automation Tournament Forecasting the future of the US workforce as AI advances

7/ If you work in AI, labor economics, workforce development, education, or policy -- or if you just think carefully about how technology changes work -- we hope you share your predictions.

The tournament is live now! Full hub launches April 20.

Start forecasting here:

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6/ The hub will combine community and expert predictions with written rationales into a resource for policymakers, educators, and researchers making workforce decisions.

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5/ These forecasts feed directly into a Labor Automation Forecasting Hub we're launching April 20 with
@renphil21.bsky.social & Schultz Family Foundation.

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4/ The Labor Automation Tournament has a $35,000 prize pool, and not just for prediction accuracy.

We're awarding comment prizes for strong reasoning, relevant data, and analysis that helps the community think through these questions.

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3/ A few examples from the tournament:

• What will be the underemployment rate among new graduates?
• What will real hourly median wages look like?
• How many Fortune 500 companies will have fewer than 5,000 employees?

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2/ The question set covers occupation-level employment changes, wage shifts, and broader labor market indicators, all tracked through 2030 and 2035.

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How will AI reshape the labor market?

We just launched the Labor Automation Tournament to forecast how automation will affect jobs, wages, and the workforce through 2035, with $35,000 in prizes for predictions and analysis.

More info below!

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U.S. Democracy Threat Index This index now features a $10,000 prize pool. See the Prize Structure section below for details.

5/ If you're looking to participate in forecasting contests like this, don't miss our other collaboration with Bright Line Watch, the U.S. Democracy Threat Index, which carries a $10,000 prize pool:

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Bright Line Watch Tournament [Bright Line Watch](https://brightlinewatch.org/ "Bright Line Watch") is a nonpartisan watchdog that has monitored the status of American democracy since 2017. Through 23 waves (and counting) of paire...

4/ Check out the full tournament details, questions, & leaderboard here:

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- Will President Trump formally invoke the Insurrection Act before 2026?
- Will real housing prices in the US increase more in 2025 compared to 2024?
- Will there be any reported human-to-human transmission of highly pathogenic avian influenza H5N1 globally before 2026?

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2/ Forecasters competed across 25 questions for the $2,500 prize pool. Questions included:

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1/ The Bright Line Watch Tournament has concluded! It included a mix of existing Metaculus questions & ones created by BLW, a nonpartisan watchdog group that has monitored the status of American democracy since 2017 (👀 @brendannyhan.bsky.social)

Congratulations to all the medalists & prize winners!

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AI Turns Polls And Prediction Markets Into A New Battleground Prediction markets and AI forecasting collide as platforms like Metaculus and ForeNex challenge gambling-driven models with data, transparency and human-machine intelligence.

Charlie Fink's latest piece in
@forbes.com features FutureEval, our benchmark testing how accurately AI can predict real-world events. forbes.com/sites/charli... (paywalled)

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Frontiers in Disease Prevention The Frontiers in Disease Prevention series is a collaboration between Coefficient Giving and Metaculus. The initiative features questions on tuberculosis vaccines, gene drive technology, and microneed...

Learn more about these and other questions designed to help make sense of what is on the horizon for global health here: www.metaculus.com/tournament/d...

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There are 2 vaccines on the horizon for tuberculosis, the M72 & MTBVAC. In our “Frontiers in Disease Prevention” series with Coefficient Giving, we’re hosting forecasts about when they will be approved & what the uptake will look like. #worldtbday

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Methodology | FutureEval | Metaculus Learn about FutureEval's methodology for measuring AI forecasting accuracy. Understand how we benchmark AI systems against human pro forecasters.

Read our FutureEval methodology here: www.metaculus.com/futureeval/m...

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We love to see it: check out the heatmap for our newly launched FutureEval page. The red hot section? Our methodology tab.

We love that our community cares so much about the how’s and why’s. It’s this energy that makes the forecasts as strong as they are.

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Horizon Scanning Tournament Pinpointing the most consequential research domains amid an ever-shifting scientific, market, and geopolitical landscape is one of the hardest tasks in science funding. This tournament is part of the ...

11/ If you work in:

- plant biotech
- genomics
- regulatory science
- biosecurity
- ecosystems
- biomanufacturing

…we want your takes! And tap your colleagues in. Even quick gut forecasts from domain experts are valuable. www.metaculus.com/tournament/h...

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10/ More questions will be released in the coming weeks! Stay tuned.

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What % of EU citizens will say that food GMOs concern them in 2031? Metaculus is an online forecasting platform and aggregation engine working to improve human reasoning and coordination on topics of global importance.

9/ We’re also forecasting public opinion: What percentage of survey respondents in the 2031 Eurobarometer on Food Safety will say they are concerned about GMOs?

(Policy, communication, and public sentiment will all play a role in what biotech can be deployed)

www.metaculus.com/questions/42...

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When will the first PBO be commercially authorised in the UK? Metaculus is an online forecasting platform and aggregation engine working to improve human reasoning and coordination on topics of global importance.

8/ When will the first precision-bred organism be commercially authorized in the UK?

(This question sits at the tricky intersection of policy & tech. Regulatory timelines here could reshape global ag biotech incentives)

www.metaculus.com/questions/42...

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Seed plant species with genome structurally annotated before 2030? Metaculus is an online forecasting platform and aggregation engine working to improve human reasoning and coordination on topics of global importance.

7/ How many seed plant species will have structurally annotated genomes before 2030?

(Genome assembly costs are plummeting, but annotation is still the bottleneck)

www.metaculus.com/questions/42...

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Half transform-to-T1 time for Arabidopsis, maize, and soybean by 2030? Metaculus is an online forecasting platform and aggregation engine working to improve human reasoning and coordination on topics of global importance.

6/ Plant biotech: Will thale cress, maize, and soybean achieve 50% faster transformation-to-T1 seed timelines before 2030?

(Faster transformation pipelines could compress decades of crop dev into years, accelerating breakthroughs to feed a hotter, hungrier world.)

www.metaculus.com/questions/42...

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5/ Below are a few examples of forecasting questions from the tournament to whet your appetite. If you’re a researcher in these (or related) domains, please share your predictions!

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