Artificial Intelligence

Papers filed under cs.AI on arXiv, each one already summarized by Paperlayer. 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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14,761 to 14,820 of 15,342

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
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
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
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
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
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
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
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
Incoherent by Design? On the Moral Self-Consistency of LLMs
Pegah Nokhiz, Aravinda Kanchana Ruwanpathirana, Helen Nissenbaum
cs.AIarXiv:2608.15354v12026
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
Rotation-Invariant Multi-IMU Activity Recognition under Independent Per-Location Orientation Shifts
Seungyeol Baek, Yoonbyung Chai, Yonghyeon Lee +2
cs.AIcs.LGarXiv:2608.15621v12026
Foresight-England: Development of a National-Scale Generative AI Model of Electronic Health Records for Medical Event Prediction across the COVID-19 Pandemic
Simon Ellershaw, Christopher Tomlinson, Zeljko Kraljevic +6
cs.LGcs.AIarXiv:2608.16273v12026
You Don't Need Strong Assumptions: Visual Representation Learning via Temporal Differences
Ninad Daithankar, Alexi Gladstone, Yann LeCun +1
cs.CVcs.AIcs.LGarXiv:2606.15956v12026
ParaTempo: Efficient Parallel Reasoning via Temporal Confidence
Xuteng Zhang, Wenhao Zeng, Xiaodong Gu +5
cs.AIarXiv:2608.16425v12026
Draft Less, Retrieve More: Hybrid Tree Construction for Speculative Decoding
Yuhao Shen, Tianyu Liu, Xinyi Hu +9
cs.LGcs.AIarXiv:2605.20104v12026
Not Every Rubric Teaches Equally: Policy-Aware Rubric Rewards for RLVR
Utkarsh Tyagi, Xingang Guo, MohammadHossein Rezaei +5
cs.AIarXiv:2605.20164v12026
AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation
Shanghua Gao, Ada Fang, Marinka Zitnik
cs.AIarXiv:2605.28655v12026
OpenWebRL: Demystifying Online Multi-turn Reinforcement Learning for Visual Web Agents
Rui Yang, Qianhui Wu, Yuxi Chen +7
cs.LGcs.AIcs.CLarXiv:2606.02031v22026
Poise: Position-Aware One-Instruction Skill Injection for Silent Execution on LLM Agents
Haochang Hao, Dehai Min, Zhifang Zhang +4
cs.CRcs.AIcs.CLarXiv:2606.07943v22026
Turning Drift into Constraint: Robust Reasoning Alignment in Non-Stationary Multi-Stream Environments
Xiaoyu Yang, En Yu, Wei Duan +1
cs.CVcs.AIcs.LGarXiv:2510.04142v32025
SCOPE: Structured Decomposition and Conditional Skill Orchestration for Complex Image Generation
Tianfei Ren, Zhipeng Yan, Yiming Zhao +13
cs.CVcs.AIarXiv:2605.08043v12026
LENS: In-Context Search via Latent Evidence Exploration over Dynamic Raw Documents
Xingjun Wang, Gongsheng Li, Qi Fan +3
cs.CLcs.AIarXiv:2608.16185v12026
Language Models Need Sleep: Learning to Self-Modify and Consolidate Memories
Ali Behrouz, Farnoosh Hashemi, Adel Javanmard +1
cs.LGcs.AIarXiv:2606.03979v22026
AutoMedBench: Towards Medical AutoResearch with Agentic AI Models
Junqi Liu, Selena Song, Yuhan Wang +12
cs.AIarXiv:2606.01961v22026
NebulaVLA: A Dual-Frequency Vision-Language-Action Model With Guide Action for Robotic Manipulation
Cong Zhao, Shuai Tian, Xu Zhang +11
cs.ROcs.AIarXiv:2608.16503v12026
Kozuchi Agent: A Language-Agnostic Open-Weight Agent for Software Repair
Mehdi Bahrami, Kosaku Kimura, Satoshi Munakata +24
cs.SEcs.AIcs.ETarXiv:2608.15579v12026
ClawGym: A Scalable Framework for Building Effective Claw Agents
Fei Bai, Huatong Song, Shuang Sun +11
cs.CLcs.AIcs.LGarXiv:2604.26904v32026
JailbreakSkill: Scaling Automated Red-Teaming with Reusable and Ever-Evolving Skills
Xiaoyu Wen, Jiajia Li, Zhida He +11
cs.AIarXiv:2608.16465v12026
Trajectory-Level Automatic Curriculum Learning for Legged Locomotion on Unstructured Terrain
Rocky Liu, Tengyu Liu, Baoxiong Jia +4
cs.AIcs.ROarXiv:2608.16164v12026
Hoeffding adaptive splitting trees for data stream classification with concept drift and ensemble learning
Daniel Nowak Assis, Jean Paul Barddal, Fabrício Enembreck
cs.LGcs.AIarXiv:2608.16659v12026
StateM: Reaching 95.3% Raw Accuracy, or a \$15 Frontier Run, on Terminal-Bench 2.1 via Harness Scaling
Ziheng Qin, Yaxin Lu, Zhangyang Atlas Wang +1
cs.AIarXiv:2608.15089v12026
SIGMA-Lane: Scale-pyramId Gated MAmba for Temporally Consistent Video Lane Detection
Tiancheng Zhang, Mengmeng Wang, Yan Gao +3
cs.CVcs.AIarXiv:2608.16338v12026
T-LLM Compiler: Trusted LLM-based Code Optimization and Verification Framework
Zahra Fazel, Sunanda Gamage, Shayan Shirahmad Gale Bagi +5
cs.AIcs.CLcs.LGarXiv:2608.14953v12026
Beyond Thresholds: A Quality-Aware Decision Intelligence Framework for Cold Chain IoT Systems
Aashna Sofat, Balwinder Sodhi
cs.AIarXiv:2608.15082v12026
Discovering High-Quality Chess Puzzles with Offline Reinforcement Learning
Allen Nie, Anirudhan Badrinath, Nicholas Tomlin +5
cs.AIcs.LGarXiv:2608.14851v12026
Solve the Loop: Attractor Models for Language and Reasoning
Jacob Fein-Ashley, Paria Rashidinejad
cs.LGcs.AIcs.CLarXiv:2605.12466v12026

Artificial Intelligence

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

Gated QKAN-FWP: Scalable Quantum-inspired Sequence Learning

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

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

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

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

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

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

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

Tapered Language Models

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

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

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

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

Foresight-England: Development of a National-Scale Generative AI Model of Electronic Health Records for Medical Event Prediction across the COVID-19 Pandemic

You Don't Need Strong Assumptions: Visual Representation Learning via Temporal Differences

ParaTempo: Efficient Parallel Reasoning via Temporal Confidence

Draft Less, Retrieve More: Hybrid Tree Construction for Speculative Decoding

Not Every Rubric Teaches Equally: Policy-Aware Rubric Rewards for RLVR

AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation

OpenWebRL: Demystifying Online Multi-turn Reinforcement Learning for Visual Web Agents

Poise: Position-Aware One-Instruction Skill Injection for Silent Execution on LLM Agents

Turning Drift into Constraint: Robust Reasoning Alignment in Non-Stationary Multi-Stream Environments

SCOPE: Structured Decomposition and Conditional Skill Orchestration for Complex Image Generation

LENS: In-Context Search via Latent Evidence Exploration over Dynamic Raw Documents

Language Models Need Sleep: Learning to Self-Modify and Consolidate Memories

AutoMedBench: Towards Medical AutoResearch with Agentic AI Models

NebulaVLA: A Dual-Frequency Vision-Language-Action Model With Guide Action for Robotic Manipulation

Kozuchi Agent: A Language-Agnostic Open-Weight Agent for Software Repair

ClawGym: A Scalable Framework for Building Effective Claw Agents

JailbreakSkill: Scaling Automated Red-Teaming with Reusable and Ever-Evolving Skills

Trajectory-Level Automatic Curriculum Learning for Legged Locomotion on Unstructured Terrain

Hoeffding adaptive splitting trees for data stream classification with concept drift and ensemble learning

StateM: Reaching 95.3% Raw Accuracy, or a \$15 Frontier Run, on Terminal-Bench 2.1 via Harness Scaling

SIGMA-Lane: Scale-pyramId Gated MAmba for Temporally Consistent Video Lane Detection

T-LLM Compiler: Trusted LLM-based Code Optimization and Verification Framework

Beyond Thresholds: A Quality-Aware Decision Intelligence Framework for Cold Chain IoT Systems

Discovering High-Quality Chess Puzzles with Offline Reinforcement Learning

Solve the Loop: Attractor Models for Language and Reasoning