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State of Reasoning Models | Report | ScienceToStartup
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Reasoning Models
State of Reasoning Models
4 papers · avg viability 3.5
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Finding RELIEF: Shaping Reasoning Behavior without Reasoning Supervision via Belief Engineering
(6.0)
How Uncertainty Estimation Scales with Sampling in Reasoning Models
(3.0)
Stable Adaptive Thinking via Advantage Shaping and Length-Aware Gradient Regulation
(3.0)
Are Your Reasoning Models Reasoning or Guessing? A Mechanistic Analysis of Hierarchical Reasoning Models
(2.0)
