Jun 12, 2026
Agents-K1: Towards Agent-native Knowledge Orchestration
Agents-K1: Towards Agent-native Knowledge Orchestration is a framework designed to transform raw scientific papers into structured, "agent-native" knowledge...
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AI Research Papers
Understand new AI research with readable explanations and links to the original papers.
Jun 12, 2026
MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment
MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson’s Disease Gait Assessment Parkinson’s disease assessment relies on a var...
Jun 12, 2026
A Quantitative Experimental Repeated Measures Study of Training Dynamics in a Small Llama Style Language Model Under a Compute-Aware Token Budget
A Quantitative Experimental Repeated Measures Study of Training Dynamics in a Small Llama Style Language Model Under a Compute-Aware Token Budget This study...
Jun 12, 2026
MiniMax Sparse Attention
MiniMax Sparse Attention (MSA) is a new approach designed to make ultra-long-context Large Language Models (LLMs) more efficient and practical to deploy.
Jun 12, 2026
Physics-Guided Spatiotemporal Learning for Coastal Wave Peak Period Estimation from Video
Physics-Guided Spatiotemporal Learning for Coastal Wave Peak Period Estimation from Video This research introduces a new deep learning framework designed to...
Jun 12, 2026
Can I Buy Your KV Cache?
Can I Buy Your KV Cache? Currently, AI agents waste massive amounts of computing power by repeatedly performing the same "prefill" step—the process of readin...
Jun 12, 2026
Neuro-Symbolic Agents for Regulated Process Automation: Challenges and Research Agenda
Neuro-Symbolic Agents for Regulated Process Automation: Challenges and Research Agenda This paper addresses the challenge of deploying AI agents in highly re...
Jun 12, 2026
Beyond Runtime Enforcement: Shield Synthesis as Defensibility Analysis for Adversarial Networks
Beyond Runtime Enforcement: Shield Synthesis as Defensibility Analysis for Adversarial Networks introduces a shift in how we use formal safety methods in cyb...
Jun 12, 2026
Reasoning as Pattern Matching: Shared Mechanisms in Human and LLM Everyday Reasoning
Reasoning as Pattern Matching: Shared Mechanisms in Human and LLM Everyday Reasoning This research investigates whether human reasoning and Large Language Mo...
Jun 11, 2026
Human-Enhanced Loop Modeling (HELM): Agent-Based Finite Element Modeling of Concrete Bridge Barriers
Human-Enhanced Loop Modeling (HELM): Agent-Based Finite Element Modeling of Concrete Bridge Barriers Finite element (FE) modeling is essential for ensuring t...
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