Every paper with a summary

Every arXiv paper Paperlayer has summarized so far. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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60,061 to 60,120 of 61,260

Embodied-R1.5: Evolving Physical Intelligence via Embodied Foundation Models
Yifu Yuan, Yaoting Huang, Xianze Yao +20
cs.ROcs.AIcs.LGarXiv:2606.11324v22026
AgentDoG 1.5: A Lightweight and Scalable Alignment Framework for AI Agent Safety and Security
Dongrui Liu, Yu Li, Zhonghao Yang +47
cs.AIcs.CLcs.CRarXiv:2605.29801v12026
Orchard: An Open-Source Agentic Modeling Framework
Baolin Peng, Wenlin Yao, Qianhui Wu +11
cs.AIcs.CLarXiv:2605.15040v32026
JoyAI-VL-Interaction: Real-Time Vision-Language Interaction Intelligence
Dingyu Yao, Junhao Zhou, Chenxu Yang +12
cs.CVcs.AIarXiv:2606.14777v12026
GameCraft-Bench: Can Agents Build Playable Games End-to-End in a Real Game Engine?
Tongxu Luo, Rongsheng Wang, Jiaxi Bi +22
cs.CLarXiv:2606.17861v12026
OProver: A Unified Framework for Agentic Formal Theorem Proving
David Ma, Kaijing Ma, Shawn Guo +7
cs.CLcs.AIarXiv:2605.17283v12026
Value-Aware Stochastic KV Cache Eviction for Reasoning Models
Ting-Yun Chang, Harvey Yiyun Fu, Deqing Fu +3
cs.LGcs.CLarXiv:2606.03928v12026
World-Language-Action Model for Unified World Modeling, Language Reasoning, and Action Synthesis
Yi Yang, Zhihong Liu, Siqi Kou +9
cs.ROcs.AIarXiv:2606.05979v12026
MemDreamer: Decoupling Perception and Reasoning for Long Video Understanding via Hierarchical Graph Memory and Agentic Retrieval Mechanism
Cong Chen, Guo Gan, Kaixiang Ji +7
cs.CVcs.AIcs.CLarXiv:2606.07512v22026
FlashMemory-DeepSeek-V4: Lightning Index Ultra-Long Context via Lookahead Sparse Attention
Yan Wang, Qifan Zhang, Jiachen Yu +12
cs.LGcs.AIarXiv:2606.09079v32026
Breaking Entropy Bounds: Accelerating RL Training via MTP with Rejection Sampling
Yucheng Li, Huiqiang Jiang, Yang Xu +14
cs.LGcs.CLarXiv:2606.12370v12026
EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery
Amy Xin, Jiening Siow, Junjie Wang +5
cs.AIcs.CLarXiv:2606.13662v22026
Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale
Ang Li, Ben Liu, Bin Han +215
cs.CLcs.AIarXiv:2606.15079v12026
Implicit Reasoning for Large Language Model-based Generative Recommendation
Yinhan He, Liam Collins, Bhuvesh Kumar +3
cs.CLcs.AIarXiv:2606.14142v32026
PAIWorld: A 3D-Consistent World Foundation Model for Robotic Manipulation
Yuhang Huang, Xuan Lv, Junyan Xu +25
cs.ROarXiv:2606.18375v32026
Gated QKAN-FWP: Scalable Quantum-inspired Sequence Learning
Kuo-Chung Peng, Samuel Yen-Chi Chen, Jiun-Cheng Jiang +16
cs.LGcs.AIquant-pharXiv:2605.06734v22026
PASA: A Principled Embedding-Space Watermarking Approach for LLM-Generated Text under Semantic-Invariant Attacks
Zhenxin Ai, Haiyun He
cs.CRcs.AIarXiv:2605.10977v22026
CausalCine: Real-Time Autoregressive Generation for Multi-Shot Video Narratives
Yihao Meng, Zichen Liu, Hao Ouyang +11
cs.CVarXiv:2605.12496v12026
RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards
Gaotang Li, Bhavana Dalvi Mishra, Zifeng Wang +9
cs.CLcs.LGarXiv:2605.10899v12026
Adaptive Teacher Exposure for Self-Distillation in LLM Reasoning
Zihao Han, Tiangang Zhang, Huaibin Wang +1
cs.AIcs.CLcs.LOarXiv:2605.11458v32026
PanoWorld: Towards Spatial Supersensing in 360$^\circ$ Panorama World
Changpeng Wang, Xin Lin, Junhan Liu +5
cs.CVcs.AIarXiv:2605.13169v22026
IntentVLA: Short-Horizon Intent Modeling for Aliased Robot Manipulation
Shijie Lian, Bin Yu, Xiaopeng Lin +8
cs.ROcs.AIcs.CLarXiv:2605.14712v22026
Mint-Agent: Introducing Finance-Native Agentic Foundation Models
Mint-Agent Team, B. Zhang, Yaze Geng +7
cs.CLcs.LGarXiv:2608.16386v12026
Beyond Direct Access: Resource Hijacking in LLM Agents
Puyu Zeng, Qibing Ren
cs.CRcs.AIarXiv:2608.15108v12026
A Human-Centred Approach to Benchmarking LLMs for Parenting Advice
Yunke Zhao, Isobel Voysey, Alastair van Heerden +2
cs.AIarXiv:2608.14622v12026
Second-Order Policy Effects as State Transitions: A Source-Linked Benchmark for Policy Simulation
Wesley Shu
cs.AIarXiv:2608.15101v12026
Physics-informed VAE-EVT for Tail Aware Radio Map Prediction
Amanda Sheron Gamage, Niloofar Mehrnia, James Gross
cs.AIarXiv:2608.15314v12026
Constitutive Priors for Machine Intelligence: A Legitimacy Theory of the Artificial Physical World
Jiang Jiang, Yifu Sun, Qi Shen
cs.AIcs.MAarXiv:2608.15147v12026
Is this Citation on Point?
Apurv Verma
cs.DLcs.CLarXiv:2608.12571v12026
Global AI Regulations for FAIR and Ethics in High-Risk Use Cases: A Comparative Review
Aasish Kumar Sharma, Dimitar Koysev, Christopher Anich +2
cs.AIarXiv:2608.14562v12026
Deploying Frontier Agentic Technology in MOOSEnger, a Multiphysics-Capable AI Assistant
Zaid Abulawi, Mengnan Li, Guillaume Giudicelli +2
cs.LGcs.CEarXiv:2608.15881v12026
DumpsterCluster: From Dumpster Diving to Serving LLaMA-70B on $60 GPUs
Zeyu Cao, Xuan Guo, Cheng Zhang +3
cs.LGcs.AIcs.ARarXiv:2608.14614v12026
VTInstructor: Visual Trajectory Prompting for Navigation Instruction Generation in Continuous Environments
Haolin Yang, Yuxing Long, Zihan Yang +1
cs.ROcs.AIcs.CLarXiv:2608.15284v12026
RamseyGadgets: A Graph Construction Dataset for LLMs
Zohair Raza Hassan, Deepak Pandita
cs.CLcs.AIarXiv:2608.14999v12026
Explaining Reinforcement Learning Decisions in Self-adaptive Systems
Jasmina Gajcin, Juan C. Rosero, Ivana Dusparic
cs.LGcs.AIarXiv:2608.14620v12026
OTel: Building Domain-Specialized Telecom LLM Foundations for Intelligent Networks
Farbod Tavakkoli, Roderic Paulk, Jorden Terrazas +9
cs.AIcs.NIarXiv:2608.15436v12026
The Benchmark Trap: Structures of Power and Injustice in AI Evaluations
Jason Branford, Angelie Kraft
cs.AIcs.CYarXiv:2608.15326v12026
AutoMem: A Text-Gradient Recursive Self-Improvement Framework for Automated Memory Architectures Search
Lin Du, Jie Zhou, Yuxuan Cai +6
cs.CLcs.AIarXiv:2608.14621v12026
ACTS-SQL: Agentic and Critic-Oriented Tree-Structured SQL Correctness with Large Language Models
Xinmei Huang, Jie Song, Peng Li +10
cs.AIarXiv:2608.15145v12026
Platform Adaptation Under Governance Interventions: Actor Best-Response Modeling and an External Public-Case Benchmark
Wesley Shu, Peng Wei
cs.AIcs.CYarXiv:2608.15131v12026
Learning Agent Execution for KV-Cache Management in Agentic Serving
Rui Zhang, Chaeeun Kim, Shaoting Feng +6
cs.AIarXiv:2608.14624v12026
LLM-Based Hierarchical Coordinated Control with Continuation-Aware Policy Learning
Changhong He, Jinda Gao, Xinkuan Liu +3
cs.AIarXiv:2608.15041v12026
Validation-Frontier Representation Selection under Constrained Observation
Wesley Shu
cs.AIarXiv:2608.15095v12026
Demand-Driven Vertiport Siting and Discrete-Event Fleet Simulation for On-Demand Urban Air Mobility Network Design
Hossein Z. Saghazadeh, Yonas Ayalew, Reza Ahmari +2
cs.AIeess.SYarXiv:2608.14974v12026
WANDR: A Benchmark for Wide and Deep Research
Vitaliy Polshkov, Marcin Pitera, Jeremy Yang +7
cs.LGarXiv:2608.14747v12026
Reasoning-supported Robustness Validation of Automotive E/E Components
Jan Novacek, Alexander Viehl, Oliver Bringmann +1
cs.AIarXiv:2608.16421v12026
PaSTel: Anchoring Histology in Spatial Transcriptomics via Multi-Scale Hierarchical Bio-Prior Contrastive Pretraining
Azim Dehghani Amirabad, Junchao Zhu, Pushpak Pati +3
cs.CVcs.AIarXiv:2608.14924v12026
A Novel Fourier Feature Network for Solving Partial Differential Equations
Qihong Yang, Zhijie Su, Yangtao Deng +1
cs.LGcs.AIarXiv:2608.14733v12026
Disentangling Homophily and Rarity: Explaining Failure in Graph Neural Networks
Preben M. Ness, Fariz Ikhwantri, Dusica Marijan
cs.LGarXiv:2608.14823v12026
FZ-VLM: A Two Stage Florence-Zephyr Vision Language Model Framework for Pulmonary Nodule Characterization and Clinical Decision Making
Pramit Dutta, Jenita Manokaran, Richa Mittal +2
cs.CVcs.AIarXiv:2608.15004v12026
Tapered Language Models
Reza Bayat, Ali Behrouz, Aaron Courville
cs.LGcs.AIcs.CLarXiv:2606.23670v12026
Spectral Rank Certification for Foundation Model Adapters
Mohammed Ahnouch, Lotfi Elaachak
cs.LGstat.MEarXiv:2608.15351v12026
Incoherent by Design? On the Moral Self-Consistency of LLMs
Pegah Nokhiz, Aravinda Kanchana Ruwanpathirana, Helen Nissenbaum
cs.AIarXiv:2608.15354v12026
A Unified Geometric Framework for Developmental Analysis of Spatial Transcriptomic Data
Mary Chriselda Antony Oliver, Kaitlyn Hohmeier, Tuyen Tran +3
stat.MLcs.LGmath.MGarXiv:2608.15306v12026
Personalized Auto-Research: Towards a True AI Co-Scientist
Bo Ni, Franck Dernoncourt, Hongjie Chen +5
cs.AIcs.CLarXiv:2608.14881v12026
Admission Without Answers: Label-Free Certification and Experience Learning for LLM-Based Optimization Modeling
Junbo Jacob Lian, Huiling Chen, Hanzhang Qin +1
cs.AIarXiv:2608.15565v12026
Coded Hankel Polynomial Chaos: Spectral Identification of Dominant Polynomial-Chaos Modes
Zhiliang Deng, Xiaomei Yang
stat.MLcs.LGarXiv:2608.16126v12026
Beyond Peak Backlog: Conditional Energy and Temporal Geometry in Capacity-Constrained Delayed Bandit Optimization
Anling Xiang, Yuwen Yang, Yang Shen
cs.LGarXiv:2608.16216v12026
Multi-Feature Riemannian Hypergraph for Online Test-Time Adaptation of Motor Imagery Brain-Computer Interface
Siqi Li, Zhi Li, Tong Liu +5
cs.LGcs.HCeess.SParXiv:2608.16134v12026
Rotation-Invariant Multi-IMU Activity Recognition under Independent Per-Location Orientation Shifts
Seungyeol Baek, Yoonbyung Chai, Yonghyeon Lee +2
cs.AIcs.LGarXiv:2608.15621v12026

Every paper with a summary

Embodied-R1.5: Evolving Physical Intelligence via Embodied Foundation Models

AgentDoG 1.5: A Lightweight and Scalable Alignment Framework for AI Agent Safety and Security

Orchard: An Open-Source Agentic Modeling Framework

JoyAI-VL-Interaction: Real-Time Vision-Language Interaction Intelligence

GameCraft-Bench: Can Agents Build Playable Games End-to-End in a Real Game Engine?

OProver: A Unified Framework for Agentic Formal Theorem Proving

Value-Aware Stochastic KV Cache Eviction for Reasoning Models

World-Language-Action Model for Unified World Modeling, Language Reasoning, and Action Synthesis

MemDreamer: Decoupling Perception and Reasoning for Long Video Understanding via Hierarchical Graph Memory and Agentic Retrieval Mechanism

FlashMemory-DeepSeek-V4: Lightning Index Ultra-Long Context via Lookahead Sparse Attention

Breaking Entropy Bounds: Accelerating RL Training via MTP with Rejection Sampling

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

Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale

Implicit Reasoning for Large Language Model-based Generative Recommendation

PAIWorld: A 3D-Consistent World Foundation Model for Robotic Manipulation

Gated QKAN-FWP: Scalable Quantum-inspired Sequence Learning

PASA: A Principled Embedding-Space Watermarking Approach for LLM-Generated Text under Semantic-Invariant Attacks

CausalCine: Real-Time Autoregressive Generation for Multi-Shot Video Narratives

RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards

Adaptive Teacher Exposure for Self-Distillation in LLM Reasoning

PanoWorld: Towards Spatial Supersensing in 360$^\circ$ Panorama World

IntentVLA: Short-Horizon Intent Modeling for Aliased Robot Manipulation

Mint-Agent: Introducing Finance-Native Agentic Foundation Models

Beyond Direct Access: Resource Hijacking in LLM Agents

A Human-Centred Approach to Benchmarking LLMs for Parenting Advice

Second-Order Policy Effects as State Transitions: A Source-Linked Benchmark for Policy Simulation

Physics-informed VAE-EVT for Tail Aware Radio Map Prediction

Constitutive Priors for Machine Intelligence: A Legitimacy Theory of the Artificial Physical World

Is this Citation on Point?

Global AI Regulations for FAIR and Ethics in High-Risk Use Cases: A Comparative Review

Deploying Frontier Agentic Technology in MOOSEnger, a Multiphysics-Capable AI Assistant

DumpsterCluster: From Dumpster Diving to Serving LLaMA-70B on $60 GPUs

VTInstructor: Visual Trajectory Prompting for Navigation Instruction Generation in Continuous Environments

RamseyGadgets: A Graph Construction Dataset for LLMs

Explaining Reinforcement Learning Decisions in Self-adaptive Systems

OTel: Building Domain-Specialized Telecom LLM Foundations for Intelligent Networks

The Benchmark Trap: Structures of Power and Injustice in AI Evaluations

AutoMem: A Text-Gradient Recursive Self-Improvement Framework for Automated Memory Architectures Search

ACTS-SQL: Agentic and Critic-Oriented Tree-Structured SQL Correctness with Large Language Models

Platform Adaptation Under Governance Interventions: Actor Best-Response Modeling and an External Public-Case Benchmark

Learning Agent Execution for KV-Cache Management in Agentic Serving

LLM-Based Hierarchical Coordinated Control with Continuation-Aware Policy Learning

Validation-Frontier Representation Selection under Constrained Observation

Demand-Driven Vertiport Siting and Discrete-Event Fleet Simulation for On-Demand Urban Air Mobility Network Design

WANDR: A Benchmark for Wide and Deep Research

Reasoning-supported Robustness Validation of Automotive E/E Components

PaSTel: Anchoring Histology in Spatial Transcriptomics via Multi-Scale Hierarchical Bio-Prior Contrastive Pretraining

A Novel Fourier Feature Network for Solving Partial Differential Equations

Disentangling Homophily and Rarity: Explaining Failure in Graph Neural Networks

FZ-VLM: A Two Stage Florence-Zephyr Vision Language Model Framework for Pulmonary Nodule Characterization and Clinical Decision Making

Tapered Language Models

Spectral Rank Certification for Foundation Model Adapters

Incoherent by Design? On the Moral Self-Consistency of LLMs

A Unified Geometric Framework for Developmental Analysis of Spatial Transcriptomic Data

Personalized Auto-Research: Towards a True AI Co-Scientist

Admission Without Answers: Label-Free Certification and Experience Learning for LLM-Based Optimization Modeling

Coded Hankel Polynomial Chaos: Spectral Identification of Dominant Polynomial-Chaos Modes

Beyond Peak Backlog: Conditional Energy and Temporal Geometry in Capacity-Constrained Delayed Bandit Optimization

Multi-Feature Riemannian Hypergraph for Online Test-Time Adaptation of Motor Imagery Brain-Computer Interface

Rotation-Invariant Multi-IMU Activity Recognition under Independent Per-Location Orientation Shifts