BEAKER: An Expert-Curated Benchmark for Embodied Brains in Self-Driving Chemical Laboratories

HydroSophy; Macau University of Science and Technology; Shanghai Jiao Tong University; Chinese Academy of Sciences; Ningbo University; Dalian University of Technology; East China Normal University
Abstract

FrontierPhysics: Evaluating Agents for End-to-End Physics Research

BenchFlow; University of California, Berkeley; California Institute of Technology; Harvard University; University of Washington; Stanford University; Amazon; University of Pittsburgh; University of California, San Diego; Independent Researcher; ZEISS; Georgia Institute of Technology; Lawrence Berkeley National Laboratory; University of Michigan, Ann Arbor; The Scripps Research Institute; Oak Ridge National Laboratory; University of Texas at Austin; Purdue University; University of Toronto; University of Southern California; Ludwig-Maximilians-Universität München; Carnegie Mellon University; University of California, Davis; Princeton University; Northeastern University; University of Pennsylvania; University of Minnesota, Twin Cities; New York University; Duke University; Nanyang Technological University; Pipeline Lab; RLWRLD; University of Palermo; IBM; University of Amsterdam; University of California, Santa Cruz; Prime Intellect
Abstract

Dull, Dirty, Dangerous? Working Conditions and the Limits of Occupational AI Exposure

Purdue University
Abstract

Learning to Decode Linear Codes with Generalized Belief Propagation Network

Pennsylvania State University
Abstract

On Turn-Level Best-of-N Sampling for Scaling LLM Agents

Institute of Foundation Models (IFM); MBZUAI Labs
Abstract

CompressionBench: How can your coding agents compress LLMs?

InfiniAI Lab; Carnegie Mellon University
Abstract

ServerBench: How can your coding agents design specialized LLM serving systems?

InfiniAI Lab; Carnegie Mellon University; University of Southern California
Abstract

Rules, Traces and Routing Statistics: Training and Calibration Data for Open Models on ARC-AGI-2

VNU University of Science
Abstract

Task-Efficient Agent Evaluation Using Cached Traces

Jataware; Helivan
Abstract

ConceptARC at Scale: Studying Conceptual Understanding in Reasoning Models

LMU Munich; MCML; University of Liège; New York University; Santa Fe Institute; Princeton University
Abstract

LifeVal: Evaluating AI Model Performance on Personalized Agentic Consumer Tasks

OpenAI
Abstract

Where Search Agents Go Off the Rails: Graph-Grounded Step-Level Verification

Seoul National University; Korea University
Abstract

From Certified Pairs to a Certified Hub: Reasoner-Checked Crosswalks for the Information Exchange Standard

The Tesseract Academy (Kampakis and Co Ltd)
Abstract

Interactive World Simulation with Cosmos for Physical AI

NVIDIA
Abstract

Time-Division Multiplexing: The Operational Rhythm and Temporal Organization Layer of Digital Life

Henan University; Beijing Jiaotong University; National University of Defense Technology
Abstract

One Scale, Four Texts: Gaps, Overlaps and Silent Repairs in Published Grading Schemes

University of Padua; The Tesseract Academy
Abstract

RAGAM-AI: A Hybrid Reinforcement Learning based Agentic approach powered by Generative AI for Edge Resource Management

Iquadrat Informatica S.L.; Universitat Politècnica de Catalunya; University of Western Macedonia; University of Patras; Industrial Systems Institute (ISI) | Athena Research Center
Abstract

Addition by Subtraction: Toward Mitigating Fragile Safety Alignment in Large Language Models

University of Duisburg-Essen
Abstract

Using Experience Twice: Dynamic Process Rubrics for Privileged Token-Level Credit Assignment

University of Chinese Academy of Sciences; Zhejiang University; Chinese Academy of Sciences
Abstract

ElecLoad: Adaptive Electricity Load Forecasting Guided by Multiple Events

University of Science and Technology of China; Tsinghua University
Abstract

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