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1.

Automated reproducibility assessments in the social and behavioral sciences using large language models

LMU Munich; Munich Center for Machine Learning; University of Cologne
Abstract
2.

Agents-K1: Towards Agent-native Knowledge Orchestration

Shanghai Artificial Intelligence Laboratory; East China Normal University; Fudan University
Abstract
3.

EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery

Tsinghua University; Zhipu AI
Abstract
4.

Before You Think: System 0, AI-Mediated Cognition and Cognitive Colonization

Marianna Bergamaschi Ganapini; Massimo Chiriatti; Enrico Panai; Giuseppe Riva
Abstract
5.

Beyond Runtime Enforcement: Shield Synthesis as Defensibility Analysis for Adversarial Networks

King Fahd University of Petroleum and Minerals
Abstract
6.

AgentBeats: Agentifying Agent Assessment for Openness, Standardization, and Reproducibility

UC Berkeley; University of California, Santa Cruz; EPFL; The Harker School; RDI Foundation; Independent; IBM Research; Mila; McGill University; ServiceNow Research; Carnegie Mellon University; The Brookings Institution; NeoCognition; The Ohio State University; Mercor; University of California, Santa Barbara
Abstract
7.

Reasoning as Pattern Matching: Shared Mechanisms in Human and LLM Everyday Reasoning

University of Wisconsin–Madison
Abstract
8.

Multi-Agent Reinforcement Learning from Delayed Marketplace Feedback for Objective-Weight Adaptation in Three-Sided Dispatch

DoorDash Inc.
Abstract
9.

EpiBench: Verifiable Evaluation of AI Agents on Epigenomics Analysis

LatchBio
Abstract
10.

Reward Modeling for Multi-Agent Orchestration

Rutgers University; Salesforce AI Research
Abstract
11.

Multiagent Protocols with Aggregated Confidence Signals

University of Illinois Chicago
Abstract
12.

A Three-Layer Framework for AI in Scientific Discovery

University of Texas at Arlington
Abstract
13.

Is It You or Your Environment? A Bayesian Inference Framework for Genomically-Anchored Personalized Physiological Interpretation

Dots-In
Abstract
14.

Uncertainty-Aware Hybrid Retrieval for Long-Document RAG

Elmore Family School of Electrical and Computer Engineering; Purdue University
Abstract
15.

CloudCons: A Comprehensive End-to-End Benchmark for Cloud Resource Consolidation

Zhejiang University; State Street Technology (Zhejiang) Ltd.; Richoo AI; Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security; Datadog AI Research
Abstract
16.

Why Sampling Is Not Choosing: Intentionality, Agency, and Moral Responsibility in Large Language Models

Technion - Israel Institute of Technology
Abstract
17.

Evaluation Sovereignty in Metadata-Driven Classification: A Multi-Track Framework for Weakly Supervised Information Systems

Lawrence Livermore National Laboratory
Abstract
18.

Optimizing Appliance Scheduling for Solar Energy Management Using Metaheuristic Algorithms

University of Stirling
Abstract
19.

Neuro-Symbolic Agents for Regulated Process Automation: Challenges and Research Agenda

German Research Center for Artificial Intelligence (DFKI); Saarland University
Abstract
20.

MiniMax Sparse Attention

MiniMax; Peking University; NVIDIA; Zhejiang University; Huazhong University of Science and Technology
Abstract

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