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1.

OpenThoughts-Agent: Data Recipes for Agentic Models

UC Berkeley; Stanford University; JSC; LAION; Open-Ψ(Open-Sci) Collective; University of Texas at Austin; Bespoke Labs; Laude Institute; UCLA; Harvard University & Harvard Medical School; TU Munich & Munich Center for Machine Learning; New York University; Medical University of South Carolina; The LLM Data Company; Oumi.AI; BenchFlow; Independent Researcher; Northeastern University; University of Wisconsin–Madison; University of Washington; TU Darmstadt; University of Southern California; UC San Diego; Amazon; Microsoft; Korea University; Cornell Tech; University of Michigan
Abstract
2.

World Models in Pieces: Structural Certification for General Agents

School of Data Science, The Chinese University of Hong Kong, Shenzhen
Abstract
3.

Matching Tasks to Objectives: Fine-Tuning and Prompt-Tuning Strategies for Encoder-Decoder Pre-trained Language Models

University of Tehran
Abstract
4.

Grading the Grader: Lessons from Evaluating an Agentic Data Analysis System

Columbia University
Abstract
5.

Accuracy and Satisfaction in Multi-Turn LLM Dialogues for NFR Assessment

University of Maine; University of Notre Dame
Abstract
6.

Difference-Making without Making a Difference

University College London
Abstract
7.

Solving Inverse Problems of Chaotic Systems with Bidirectional Conditional Flow Matching

Westlake University; Georgia Institute of Technology; Chinese Academy of Sciences; Max-Planck-Institut für Astronomie; The Ohio State University
Abstract
8.

Assessing Distribution Shift in Human Activity Recognition for Domain Generalization

The University of Texas at Austin
Abstract
9.

BluTrain: A C++/CUDA Framework for AI Systems

BluBridge Research
Abstract
10.

Can Scale Save Us From Plasticity Loss in Large Language Models?

Zyphra
Abstract
11.

Scaling Laws for Task-Specific LLM Distillation

NVIDIA
Abstract
12.

Decentralised AI Training and Inference with BlockTrain

Spheroid Labs
Abstract
13.

Cost-Optimal Decision Diagrams for Stochastic Boolean Function Evaluation

Aalto University
Abstract
14.

LaGO: Latent Action Guidance for Online Reinforcement Learning

University of Illinois Urbana-Champaign; National Yang Ming Chiao Tung University; Academia Sinica
Abstract
15.

CineCap: Structured Reasoning with Spatio-Temporal Anchors for Cinematographic Video Captioning

The Chinese University of Hong Kong; Xiamen University; Kuaishou Technology; National University of Singapore; Southern University of Science and Technology
Abstract
16.

SAFARI: Scaling Long Horizon Agentic Fault Attribution via Active Investigation

AI Foundations, Capital One; General Intelligence Company of New York; Northwestern University
Abstract
17.

Themis: An explainable AI-enabled framework for Reinforcement Learning with Human Feedback

University College Dublin
Abstract
18.

When CQs Go Wrong: Challenges in CQ Verification with OE-Assist

University of Bologna; ISTC-CNR; Linköping University
Abstract
19.

Abstractions of Queries in Ontology-Based Data Access

LIRMM; Inria; University of Montpellier; CNRS
Abstract
20.

AI Tokenomics: The Economics of Tokens, Computation, and Pricing in Foundation Models

New York University Tandon School of Engineering
Abstract

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