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FutureSearch, AI forecasting you can verify

Details

External ID
49157941
Source
HN
Company
—
Product
FutureSearch, AI forecasting you can verify
Website domain
futuresearch.ai
Launched
Aug. 3, 2026
Cohort
—
Upvotes
11
Upvotes percentile
0.6088709677419355
Tags
—
Fetched at
Sept. 10, 2026, 5:32 a.m.
Updated at
Sept. 10, 2026, 5:32 a.m.

Description

*Title:* Show HN: FutureSearch, AI forecasting you can verifyAI forecasting is now approximately superhuman. Today, FutureSearch is exiting our long public beta and launching.We started FutureSearch in August 2023. (We’re the original AI forecasting company, at least in a Tetlock-ian, “forecast anything” sense.) We’re currently #1 of 194 in the most competitive AI forecasting tournament [1], and we score above the #3 and #2 human forecasters in the premier mixed human-bot tournaments [2].Many people on HN seem to equate forecasting with prediction markets and finance. FutureSearch is not a financial tool, in the same way that “deep research” is not a financial tool. Yes, we do evaluate our forecaster on prediction markets [3]. But forecasting is about being as accurate about the future as possible, and the real game is in forecasting scientific progress, geopolitics, and the future of humanity. Our founding team came from Metaculus, where we pushed human forecasting to the limit on questions like when AGI would arrive. At. FutureSearch, we co-authored the AI 2027 timeline forecast, where we predicted superhuman coding and research would come around 2032, longer than the other authors, but still shorter than skeptics [4].Thousands of people used the FutureSearch beta and ran >10k high-effort forecasts, on all sorts of diverse topics. Ask it anything about the future. We now support decision forecasts too: “If I do X, will I achieve this outcome?”Forecasting, as a capability, is useful even at the level of expert human crowds. But we predict that we will soon have strongly superhuman forecasting. People who bet against AI capability trend lines tend to lose, and the trend line in AI forecast accuracy tells a pretty clear story [5]. There’s no reason to think the best human forecasters have figured out everything predictable about the world. There’s a lot more signal to be found.And if you’re skeptical, try it. We’ve seen our fair share of exaggerated claims about AI forecasting accuracy [6]. So part of the reason we made the free tier give a few of our highest effort forecasters free is to let anyone verify the quality.[1] https://www.metaculus.com/tournament/summer-futureeval-2026/ [2] evals.futuresearch.ai [3] markets.futuresearch.ai [4] https://ai-2027.com/research/timelines-forecast [5] https://www.astralcodexten.com/p/the-ai-superforecasters-are... [6] https://www.lesswrong.com/posts/uGkRcHqatmPkvpGLq/contra-pap...

Enrichment

Theme
AI trading bots and financial intelligence
Vertical
Horizontal
Function
Analytics & BI
Audience
B2B
AI stance
AI-native
Project type
Commercial product
Normalized one-liner
verifiable ai forecasting platform
Manually corrected
False

Could you build this?

No Achieving top-ranked competitive forecasting performance against benchmarks like Metaculus and ForecastBench requires specialized research in probabilistic calibration, ensemble agent workflows, and quantitative modeling.

What it would actually take: A production-grade forecasting system uses multi-agent consensus pipelines, web scrapers, dynamic base-rate statistical modeling, and specialized calibration algorithms (e.g., Brier score minimization and prediction market probability blending). It requires deep domain knowledge in superforecasting methodology (Tetlock framework), econometric modeling, and backtesting against thousands of historical and live tournament questions. Standard LLM wrapping without rigorous calibration and domain-specific validation results in severe overconfidence and poor benchmark accuracy.

Discussion

No comments on this launch.

Competitors

Other products that read as similar to this one — 113 launches clear the similarity bar, closest 8 shown.

Attention rank: #48 of 114 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 272 days after the earliest competitor.

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