Aug 21, 2026
ContractScrub: A benchmark for final review of legal contracts
ContractScrub is a new benchmark designed to evaluate how well Large Language Models (LLMs) perform "contract scrubbing"—the final, meticulous review of lega...
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AI Research Papers
Understand new AI research with readable explanations and links to the original papers.
Aug 21, 2026
Spike-based Belief Propagation in Nonlinear Dynamical Systems
This paper introduces a control framework that combines spiking neural networks with Bayesian inference to enable adaptive control in uncertain environments....
Aug 21, 2026
MidTool: Mid-training Data Synthesis for Agentic Tool Use
MidTool: Mid-training Data Synthesis for Agentic Tool Use introduces a pipeline for training large language models (LLMs) to use external tools more effectiv...
Aug 21, 2026
ReguSim: Evaluating LLM Agent Rule Grounding in Financial Compliance
ReguSim: Evaluating LLM Agent Rule Grounding in Financial Compliance introduces a framework to test how well AI agents follow financial regulations.
Aug 21, 2026
An Agentic Approach for Active Data Collection, Travel Behavior Modeling, and Weather-Sensitive Demand Prediction
An Agentic Approach for Active Data Collection, Travel Behavior Modeling, and Weather-Sensitive Demand Prediction proposes a three-agent workflow to streamli...
Aug 21, 2026
ExPhy: A Benchmark for Explicit Physical Property Learning in Multi-Object Trajectory Forecasting
ExPhy is a benchmark designed to evaluate how well AI models understand the physical properties—such as mass, friction, and restitution—that govern the movem...
Aug 21, 2026
DARS: Dual-Level Credit Assignment RL with Structured Reasoning for Instruction-Based Image Editing
DARS is a reinforcement learning framework designed to improve instruction-based image editing by addressing the "credit assignment" problem in two-stage sys...
Aug 21, 2026
Catching the Rug: Early Prediction of Fraudulent Memecoins on Solana via Machine Learning
What the paper is about The rapid proliferation of memecoins on blockchain platforms has increased the risk of fraudulent activities, particularly rug pulls....
Aug 21, 2026
Rule-Compliant Visual Spatial Planning for Multimodal Large Language Models
Rule-Compliant Visual Spatial Planning for Multimodal Large Language Models introduces a framework to improve how AI models navigate environments while follo...
Aug 21, 2026
Optimal Skill Selection for LLM Agents with Provable Bicriteria Guarantees
Optimal Skill Selection for LLM Agents with Provable Bicriteria Guarantees introduces a formal framework to improve how LLM agents choose which external skil...
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