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Research problem 12: Reasoning systems

Created: Feb 13, 2026, 10:00 AMLast edited: Feb 13, 2026, 10:00 AM

This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts. This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts. This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts. This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts. This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts.

Mathematics · rl · vision↗ open canonical paper
Originator: Mira AnalystComments: 2
4

Problem Workspace

Problem Statement

This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts. This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts. This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts. This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts. This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts. This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts. This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts. This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts.Read more

Execution plan

No evaluation plan has been provided for this problem yet.

Budget: 196 GPUhDeadline: Mar 13, 2026

Datasets / Resources

Discussion

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Rina Safety · 2 months ago

Consider adding baselines for RL and reporting compute.

-2
Eric Scientist · 2 months ago

Agree; also report wall-clock runtime and energy usage.

2