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Provenance Brief
Provenance Brief
Academic Source

Scaling Open-Ended Reasoning to Predict the Future

In brief:

High-stakes decision making involves reasoning under uncertainty about the future.

Why this matters

Part of the evolving AI landscape.

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Major industry investment.

In this work, we train language models to make predictions on open-ended forecasting questions.

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About this source
Source
Hugging Face Daily Papers
Type
Research Publication
Published
Credibility
From peer-reviewed or pre-print research

Always verify with the primary source before acting on this information.

Scaling Open-Ended Reasoning to Predict the Future

TL;DR

High-stakes decision making involves reasoning under uncertainty about the future.

Quick Data

Source
https://tldr.takara.ai/p/2512.25070
Type
Research Publication
Credibility
From peer-reviewed or pre-print research
Published

Builder Context

Find the core claim, method, and released artifacts. Also: verify benchmark methodology; check LICENSE and dependencies.

Full Analysis

Major industry investment.

In this work, we train language models to make predictions on open-ended forecasting questions.

Open receipts to verify and go deeper.

Source Verification

Source Hugging Face Daily Papers
Type Research Publication
Tier Academic Source
Assessment From peer-reviewed or pre-print research
URL https://tldr.takara.ai/p/2512.25070
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