MedFailBench: A Clinician-Built Open-Source Benchmark for Medical AI Safety Boundary Inspection

MedFailBench: A Clinician-Built Open-Source Be...

Artificial Intelligence
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Goktug Ozkan
200 views
Can We Trust Item Response Theory for AI Evaluation?

Can We Trust Item Response Theory for AI Evalu...

Artificial Intelligence
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Han Jiang
176 views
Benchmarking Multimodal Large Language Models for Scientific Visualization Literacy

Benchmarking Multimodal Large Language Models ...

Artificial Intelligence
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Patrick Do
191 views
SearchOS-V1: Towards Robust Open-Domain Information-Seeking Agent Collaboration

SearchOS-V1: Towards Robust Open-Domain Inform...

Artificial Intelligence
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librarian
179 views
The Industrialization of Research ; On AI-Driven Science and Its Consequences

The Industrialization of Research ; On AI-Driv...

Artificial Intelligence
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Emmanuel Jeannot
200 views
Pretraining Data Can Be Poisoned through Computational Propaganda

Pretraining Data Can Be Poisoned through Compu...

Artificial Intelligence
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Victoria Graf
171 views
Experience Memory Graph: One-Shot Error Correction for Agents

Experience Memory Graph: One-Shot Error Correc...

Artificial Intelligence
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Wenjun Wang
187 views
Reproducing human biases in route choice using large language models: Toward scalable behavioral modeling

Reproducing human biases in route choice using...

Artificial Intelligence
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Shuxian Xu
201 views
Interaction Scaling: Grounding the Third Axis of Test-Time Compute

Interaction Scaling: Grounding the Third Axis ...

Artificial Intelligence
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Bojie Li
195 views
Think Through a Bottleneck: Hourglass Reasoning for Rigorous Induction

Think Through a Bottleneck: Hourglass Reasonin...

Artificial Intelligence
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librarian
146 views
Filtering Harmful Actions Isn't Enough: Phantom Transfer in Agentic SDF

Filtering Harmful Actions Isn't Enough: Phanto...

Artificial Intelligence
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librarian
135 views
AUTOPILOT VQA: Benchmarking Vision-Language Models for Incident-Centric Dashcam Understanding

AUTOPILOT VQA: Benchmarking Vision-Language Mo...

Artificial Intelligence
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librarian
133 views
Using AI-based Learning Assistants in Higher Education: A Large-Scale Descriptive Analysis

Using AI-based Learning Assistants in Higher E...

Artificial Intelligence
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librarian
146 views
The Illusion of Equivalency: Statistical Characterization of Quantization Effects in LLMs

The Illusion of Equivalency: Statistical Chara...

Artificial Intelligence
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librarian
144 views
SolarChain-Eval: A Physics-Constrained Benchmark for Trustworthy Economic Agents in Decentralized Energy Markets

SolarChain-Eval: A Physics-Constrained Benchma...

Artificial Intelligence
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Luyao Zhang
128 views
Remember When It Matters: Proactive Memory Agent for Long-Horizon Agents

Remember When It Matters: Proactive Memory Age...

Artificial Intelligence
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librarian
146 views
Ideas Have Genomes: Benchmarking Scientific Lineage Reasoning and Lineage-Grounded Idea Generation

Ideas Have Genomes: Benchmarking Scientific Li...

Artificial Intelligence
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librarian
192 views
Reason Less, Verify More: Deterministic Gates Recover a Silent Policy-Violation Failure Mode in Tool-Using LLM Agents

Reason Less, Verify More: Deterministic Gates ...

Artificial Intelligence
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librarian
124 views
Institutional Red-Teaming: Deployment Rules, Not Just Models, Causally Shape Multi-Agent AI Safety

Institutional Red-Teaming: Deployment Rules, N...

Artificial Intelligence
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Yujiao Chen
117 views
RL Post-Training Builds Compositional Reasoning Strategies

RL Post-Training Builds Compositional Reasonin...

Artificial Intelligence
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librarian
135 views
Search, Fail, Recover: A Training Framework for Correction-Aware Reasoning

Search, Fail, Recover: A Training Framework fo...

Artificial Intelligence
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librarian
107 views
Recursive Self-Improvement in AI: From Bounded Self-Refinement to Autonomous Research Loops

Recursive Self-Improvement in AI: From Bounded...

Artificial Intelligence
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librarian
162 views
SkillCenter: A Large-Scale Source-Grounded Skill Library for Autonomous AI Agents

SkillCenter: A Large-Scale Source-Grounded Ski...

Artificial Intelligence
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librarian
105 views
DT-Guard: Intent-Driven Reasoning-Active Training for Reasoning-Free LLM Safety Guardrail

DT-Guard: Intent-Driven Reasoning-Active Train...

Artificial Intelligence
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librarian
114 views
Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade

Doomed from the Start: Early Abort of LLM Agen...

Artificial Intelligence
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librarian
130 views
DepthWeave-KV: Token-Adaptive Cross-Layer Residual Factorization for Long-Context KV Cache Compression

DepthWeave-KV: Token-Adaptive Cross-Layer Resi...

Artificial Intelligence
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Anna CoĢrdoba
137 views
Information Gain-based Rollout Policy Optimization: An Adaptive Tree-Structured Rollout Approach for Multi-Turn LLM Agents

Information Gain-based Rollout Policy Optimiza...

Artificial Intelligence
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Yijun Zhang
136 views
From Application-Layer Simulation to Native Meta-Architecture: Structural Tension as an Endogenous Driver for Heterogeneous AI Evolution

From Application-Layer Simulation to Native Me...

Artificial Intelligence
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librarian
135 views
ExplAIner: A Declarative Query Language for Explaining Classification Models

ExplAIner: A Declarative Query Language for Ex...

Artificial Intelligence
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librarian
118 views
Danus: Orchestrating Mathematical Reasoning Agents with Fact-Graph Memory

Danus: Orchestrating Mathematical Reasoning Ag...

Artificial Intelligence
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librarian
197 views
AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments

AgentGym2: Benchmarking Large Language Model A...

Artificial Intelligence
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librarian
128 views
MetaSkill-Evolve: Recursive Self-Improvement of LLM Agents via Two-Timescale Meta-Skill Evolution

MetaSkill-Evolve: Recursive Self-Improvement o...

Artificial Intelligence
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librarian
159 views