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발행 2026년 7월 19일

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2026-07-18 ~ 2026-07-19 · AI 주요 소식 80건. 제목을 누르면 원문으로 이동합니다.

날짜출처키워드제목

2026-07-19🇺🇸 MarkTechPostAINVIDIA Released DeepStream 9.1: Bringing Agentic AI to Vision AI With 13 Skills and Multi-View 3D Tracking
2026-07-18🇺🇸 MarkTechPostLLMGoogle Cloud’s Always-On Memory Agent Replaces RAG and Embeddings With Continuous LLM Consolidation on Gemini 3.1 Flash-Lite

2026-07-18🇺🇸 MarkTechPostAISakana AI’s Error Diffusion Trains Dale-Compliant Dual-Stream Networks, Reaching 96.7% MNIST and 61.7% CIFAR-10 Without Backpropagation

2026-07-18🌐 arXiv cs.AIAIHuman AI Construction of Bayesian Networks for Operational Decision Support -- A Virtual Survey Approach

2026-07-18🌐 arXiv cs.AIAIOrchestrating Power Grid Studies with Multi-Agent AI and MCP Servers

2026-07-18🌐 arXiv cs.AILLMWhen a Verified World Model Still Loses: Play-Adequacy vs Prediction-Accuracy in LLM-Synthesized Code World Models

2026-07-18🌐 arXiv cs.AILLMHow Artificial Intelligence LLM Engines Shape the Global Conflict Information Environment

2026-07-18🌐 arXiv cs.AIAIAlign AI to Dynamic Human-AI Workflows

2026-07-18🌐 arXiv cs.AIAIAI Agents Do Not Fail Alone:The Context Fails First

2026-07-18🌐 arXiv cs.AIAIMeasuring How Students Rely on Generative AI in Academic Writing: Development and Multi-Source Validation of the Generative AI Reliance Types Scale (GenAI-RTS)

2026-07-18🌐 arXiv cs.AILLMTracing LLM Behavior to the Training Data with Empirical Next-Token Distributions

2026-07-18🌐 arXiv cs.AIAITraccia: An OpenTelemetry-Based Governance Platform for AI Systems

2026-07-18🌐 arXiv cs.AImachine learningA Comparative Analysis of Machine Learning Models for Long and Short-Term Forecasting of the Egyptian Stock Market: A Focus on EGX30

2026-07-18🌐 arXiv cs.AIneuralCausalGraphX: A Counterfactual Graph Neural Network Framework for Explainable Systemic Risk Assessment

2026-07-18🌐 arXiv cs.AIgenerativeStep-Level Preference Learning for Generative Agents in Social Simulations

2026-07-18🌐 arXiv cs.AILLMAre LLM-Generated GPU Kernels Production-Ready? A Trace-Driven Benchmark and Optimization Agent

2026-07-18🌐 arXiv cs.AILLMCollaborative Spatial Learning with Multi-LLM Agents in Networked Social Experiments

2026-07-18🌐 arXiv cs.AILLMMulti-LLM Collaborative MRI Report Generation for Visual Instruction Tuning in Brain Oncology

2026-07-18🌐 arXiv cs.AIAIMathCoPilot: An Interactive System for Human-AI Symbiotic Paradigm of Mathematical Research

2026-07-18🌐 arXiv cs.AIAIAnalytic Abduction: Causal Decomposition and Governed Commitment for Human--AI Coordination

2026-07-18🌐 arXiv cs.AILLMMCPEvol-Bench: Benchmarking LLM Agent Performance Across Dynamic Evolutions of MCP Servers

2026-07-18🌐 arXiv cs.AIAIProject Kaleidoscope: Contextual, Human-Aligned Evaluation for Real-World AI Applications

2026-07-18🌐 arXiv cs.AIAIAI vs Human Expert Reasoning: Assessing Agreements in Building Typology Predictions based on Street View Imagery

2026-07-18🌐 arXiv cs.AIAIGlobal Index on Responsible AI: 2026 Report

2026-07-18🌐 arXiv cs.AILLMContextualized Early Detection of Online Firestorms: A Sequential LLM-Based Approach

2026-07-18🌐 arXiv cs.AIAIMan, Machine, and Masterpiece: Artistic Ownership in the AI Era

2026-07-18🌐 arXiv cs.AIAIThe Industrialization of Research ; On AI-Driven Science and Its Consequences

2026-07-18🌐 arXiv cs.AIAIMedFailBench: A Clinician-Built Open-Source Benchmark for Medical AI Safety Boundary Inspection

2026-07-18🌐 arXiv cs.AIAICan We Trust Item Response Theory for AI Evaluation?

2026-07-18🌐 arXiv cs.AIinferencePolestar: Drift-Aware Cache Calibration and Token Commitment for Efficient Inference of Diffusion LLMs

2026-07-18🌐 arXiv cs.AILLMEta Given Delta: Defining LLM Tool Efficiency With Marginal Tool Utility

2026-07-18🌐 arXiv cs.AILLMSimplicity Paradox: Debunking myths about prompting and datasets for LLM evaluation

2026-07-18🌐 arXiv cs.AILLMT5-CSBoost: Adversarial Perturbation Resistant LLM Fingerprinting

2026-07-18🌐 arXiv cs.AILLMCoEvoT: Co-Evolving Chain-of-Thought Prompting for Graph-LLM Reasoning

2026-07-18🌐 arXiv cs.AIAIExplainable Geospatial AI for Satellite Ground Station Siting Using LiDAR-Derived Terrain Intelligence

2026-07-18🌐 arXiv cs.AIAITowards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation

2026-07-18🌐 arXiv cs.AILLMStructured Feedback Improves Repair in an LLM Agent Loop

2026-07-18🌐 arXiv cs.AIAIThe Cost and Network Limits of Space-Based AI Compute

2026-07-18🌐 arXiv cs.AIneuralLIGO-PINN: Learned Initialization via Gated Optimization to Alleviate Convergence Failures in Physics Informed Neural Networks

2026-07-18🌐 arXiv cs.AIAIAssessing AI in Introductory Physics Problem Solving

2026-07-18🌐 arXiv cs.AIAITowards a Unified Multidimensional Explainability Metric: Evaluating Trustworthiness in AI Models

2026-07-18🌐 arXiv cs.AIneuralAccounting for Hysteresis and Eddy Currents in Finite Element Simulations of Ferromagnetic Laminated Cores using a Recurrent Neural Network

2026-07-18🌐 arXiv cs.AIAIThe Prover Is the Judge: Verified Security Software from AI Coding Agents in Ada/SPARK

2026-07-18🌐 arXiv cs.AILLMValue Leakage: An LLM's Answers Are Silently Shaped by Its Own Values

2026-07-18🌐 arXiv cs.AIAIUnsafe at any AUC: Unlearned Lessons from Sociotechnical Disasters for Responsible AI

2026-07-18🌐 arXiv cs.AIinferenceMulti-Scale ViT Inference with Habitat-Fit Priors and kNN Retrieval for Multi-Species Plant Identification

2026-07-18🌐 arXiv cs.AIinferenceA Modern Multimodal Assistant on a 6 GB 2011 GPU: Stage-Validated, All-GPU CUDA Inference for Fermi

2026-07-18🌐 arXiv cs.AIAIMemory-Driven Self-Disclosure and Relational Turning Points: A Longitudinal Multimodal Study of Human-AI Interaction

2026-07-18🌐 arXiv cs.AILLMMemPoison: Uncovering Persistent Memory Threats and Structural Blind Spots in LLM Agents

2026-07-18🌐 arXiv cs.AILLMLLM-Driven Approach to Modeling Tool Interoperability in Automotive Domain

2026-07-18🌐 arXiv cs.AIAIThe Misclassification of Autistic Writing as AI-Generated

2026-07-18🌐 arXiv cs.AIAIRW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems

2026-07-18🌐 arXiv cs.AIAIDoes generative AI supersede supervised XMLC? A Benchmark Study on Automated Subject Indexing with German Scientific Literature

2026-07-18🌐 arXiv cs.AILLMStructureClaw: Traceable LLM Agents and an Executable Benchmark for Structural Engineering Workflows

2026-07-18🌐 arXiv cs.AILLMShow Me How You Reason and I'll Tell You Who You Are: Reasoning Graphs for Robust LLM Authorship Attribution

2026-07-18🌐 arXiv cs.AIneuralRandom Logit Scaling: Defending Deep Neural Networks Against Black-Box Score-Based Adversarial Example Attacks

2026-07-18🌐 arXiv cs.AIAILatent Trajectory Discrimination for AI-Generated Text Detection

2026-07-18🌐 arXiv cs.AIAIOmniaBench: Benchmarking General AI Agents Across Diverse Scenarios

2026-07-18🌐 arXiv cs.AIAIWhen AI Blurs the Boundaries of Contribution: An Empirical Study of Authorship Calibration

2026-07-18🌐 arXiv cs.AILLMDigital Pantheon: Simulating and Auditing Coalition Formation with LLM Agents

2026-07-18🌐 arXiv cs.AIinferenceNIFA: Nonlinear IMC enhanced FPGA for efficient ML inference

2026-07-18🌐 arXiv cs.AItransformerT^2MLR: Transformer with Temporal Middle-Layer Recurrence

2026-07-18🌐 arXiv cs.AIAIA short review on the maximum clique problem algorithms with classical, AI, and quantum methods

2026-07-18🌐 arXiv cs.AIAIMedBeads: An AI-Native Clinical Context Graph Built from Immutable Beads and Reconstructable Clinical Links

2026-07-18🌐 arXiv cs.AILLMAnimating Petascale Time-varying Data on Commodity Hardware with LLM-assisted Scripting

2026-07-18🌐 arXiv cs.AILLMFrom Stateless to Situated: Building a Psychological World for LLM-Based Agents

2026-07-18🌐 arXiv cs.AILLMHow Inference Compute Shapes Frontier LLM Evaluation

2026-07-18🌐 arXiv cs.AILLMEvalSafetyGap: A Hybrid Survey and Conceptual Framework for LLM Evaluation-Safety Failures

2026-07-18🌐 arXiv cs.AIAIA framework for single and multi-agent human-AI curiosity ecosystems

2026-07-18🌐 arXiv cs.AILLMDoomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade

2026-07-18🌐 arXiv cs.AIAIUsing AI-based Learning Assistants in Higher Education: A Large-Scale Descriptive Analysis

2026-07-18🌐 arXiv cs.AILLMThe Hidden Footprint: Making Storage a First-Class Metric for LLM Agent Evaluation

2026-07-18🌐 arXiv cs.AILLMCompile, Then Page: Executable SOP Programs and a Capability-Gated Runtime for Procedural LLM Agents

2026-07-18🌐 arXiv cs.AIAINetworked Intelligence: Active Shared Context Graphs for Human-AI Team Science

2026-07-18🌐 arXiv cs.AIAIEEG-based AI-BCI Wheelchair Advancement: Transformer-Based Learning with Motor Imagery for Brain Computer Interface

2026-07-18🌐 arXiv cs.AILLMVerbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity

2026-07-18🌐 arXiv cs.AIneuralLanguage as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks

2026-07-18🌐 arXiv cs.AIAIEnergy-Efficient Federated Learning via Adaptive Encoder Freezing for MRI-to-CT Conversion: A Green AI-Guided Research

2026-07-18🌐 arXiv cs.AILLMCluCERT: Certifying LLM Robustness via Clustering-Guided Denoising Smoothing

2026-07-18🌐 arXiv cs.AILLMAgentWorm: Self-Propagating Attacks Across LLM Agent Ecosystems