Scale AI

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Harsh1729 submitted a paper about 18 hours ago

Root-Cause Attribution Is a Search Problem: Continual Search for Long-Horizon Agent Failures

varun-scale submitted a paper 2 days ago

Studying Without a Syllabus: Task-Agnostic Environment Preprocessing

varun-scale authored a paper 2 days ago

VeRO: An Evaluation Harness for Agents to Optimize Agents

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Papers

Root-Cause Attribution Is a Search Problem: Continual Search for Long-Horizon Agent Failures

Studying Without a Syllabus: Task-Agnostic Environment Preprocessing

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ScaleAI 's papers 11

Submitted by

Harsh Raj

Root-Cause Attribution Is a Search Problem: Continual Search for Long-Horizon Agent Failures

ScaleAI

Submitted by

varun-scale

Studying Without a Syllabus: Task-Agnostic Environment Preprocessing

ScaleAI

Submitted by

taesiri

HarnessOpt-Bench: Evaluating LLMs at Harness Optimization

ScaleAI

Submitted by

Harsh Raj

Model or Harness? An Interaction-Centric Taxonomy for Localizing Agent Failures

ScaleAI

Submitted by

Anisha Gunjal

SWE-INTERACT: Reimagining SWE Benchmarks as User-Driven Long-Horizon Coding Sessions

ScaleAI

Submitted by

Utkarsh Tyagi

Not Every Rubric Teaches Equally: Policy-Aware Rubric Rewards for RLVR

ScaleAI

2

Submitted by

Tu Trinh

HiL-Bench (Human-in-Loop Benchmark): Do Agents Know When to Ask for Help?

ScaleAI

Submitted by

taesiri

SciPredict: Can LLMs Predict the Outcomes of Scientific Experiments in Natural Sciences?

ScaleAI

Submitted by

taesiri

Agentic Rubrics as Contextual Verifiers for SWE Agents

ScaleAI

Submitted by

taesiri

ResearchRubrics: A Benchmark of Prompts and Rubrics For Evaluating Deep Research Agents

ScaleAI

Submitted by

Junkai Zhang

Chasing the Tail: Effective Rubric-based Reward Modeling for Large Language Model Post-Training

ScaleAI