TRACE: Trajectory-Aware Comprehensive Evaluation for Deep Research Agents

TRACE: Trajectory-Aware Comprehensive Evaluation for Deep Research Agents

• Computer Science > Computation and Language [Submitted on 5 Feb 2026] Title:TRACE: Trajectory-Aware Comprehensive Evaluation for Deep Research Agents View PDF HTML (experimental)

Research & Labs · February 26, 2026 (updated February 26, 2026) · 2 min · 254 words
The Potential of CoT for Reasoning: A Closer Look at Trace Dynamics

The Potential of CoT for Reasoning: A Closer Look at Trace Dynamics

• The Potential of CoT for Reasoning: A Closer Look at Trace Dynamics The Potential of CoT for Reasoning: A Closer Look at Trace Dynamics AuthorsGregor Bachmann, Yichen Jiang, Seye

Protecting Language Models Against Unauthorized Distillation through Trace Rewriting

Protecting Language Models Against Unauthorized Distillation through Trace Rewriting

• Computer Science > Artificial Intelligence [Submitted on 16 Feb 2026] Title:Protecting Language Models Against Unauthorized Distillation through Trace Rewriting View PDF HTML (ex

Research · February 18, 2026 (updated February 19, 2026) · 2 min · 235 words
Trace Length is a Simple Uncertainty Signal in Reasoning Models

Trace Length is a Simple Uncertainty Signal in Reasoning Models

• Trace Length is a Simple Uncertainty Signal in Reasoning Models Trace Length is a Simple Uncertainty Signal in Reasoning Models AuthorsSiddhartha Devicâ , Charlotte Pealeâ ¡, Ar