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발행 2026년 7월 17일

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2026-07-16 ~ 2026-07-17 · AI 주요 소식 78건. 제목을 누르면 원문으로 이동합니다.

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2026-07-17🇺🇸 VentureBeat AIAIThe AI compute gap: Enterprises are buying infrastructure faster than they can measure what it costs
2026-07-17🇺🇸 VentureBeat AIAIThe agent security gap: 54% of enterprises have already had an AI agent incident, and most still let agents share credentials

2026-07-17🇺🇸 MarkTechPostGPTOpenAI Details GPT-Red: An Internal Automated Red-Teaming Model That Beat Human Red-Teamers 84% To 13% On Prompt Injection

2026-07-17🇺🇸 Analytics VidhyaGPTGPT-5.6 Sol vs Claude Fable 5: Benchmarks, Pricing & Hands-On

2026-07-17🇺🇸 VentureBeat AIAIThe AI context gap: Enterprise AI organizations have a trust problem, not a retrieval problem — and most are still building the fix

2026-07-17The Register AI/MLAIEU forces Google to share its toys with the other AI and search kids

2026-07-17🇺🇸 VentureBeat AIAIThe agent evaluation gap: Enterprise AI organizations have a reality-alignment problem, not a coverage problem — and most are shipping to production anyway

2026-07-17The Register AI/MLAIAI vendors have found someone to pay their infrastructure bills: You

2026-07-17🇺🇸 NVIDIA Developer BlogAIIntegrating Context-Aware Video AI Agents Into Enterprise Workflows

2026-07-17🇺🇸 OpenAI BlogAIWhy teens deserve access to safe AI

2026-07-17🇺🇸 NVIDIA Developer BlogAIScaling Agentic AI Factories Through Extreme Co-Design with NVIDIA BlueField

2026-07-17🌐 Two Minute PapersAIClaude Just Revealed AI's Biggest Problem

2026-07-16🇺🇸 MIT Technology ReviewGPTThe Download: OpenAI unveils GPT-Red and heat pumps rise in the US

2026-07-16🇰🇷 CIO KoreaAI19 AgentOps tools for monitoring AI activity, issues, and costs

2026-07-16🇰🇷 CIO KoreaAIIT leaders prioritize addressing AI skill concerns

2026-07-16🌐 arXiv cs.AIAIOriginBlame: Record- and Token-Level Data Provenance for AI Training Datasets

2026-07-16🌐 arXiv cs.AIAISPINE: Bridging the Cyber-Physical Gap with Agentic AI

2026-07-16🌐 arXiv cs.AILLMInterventional Grounding Audits: Black-Box Premise-Dependency Tests for LLM Chain-of-Thought via Predicate Substitution

2026-07-16🌐 arXiv cs.AIAIOracle Agent Memory as an Enterprise Memory Substrate for Long-Horizon AI Agents

2026-07-16🌐 arXiv cs.AIAINetworked Intelligence: Active Shared Context Graphs for Human-AI Team Science

2026-07-16🌐 arXiv cs.AIAIAI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation

2026-07-16🌐 arXiv cs.AIAIAI advice suppresses people's willingness to say "I don't know", even when the advice is wrong and accuracy is incentivized

2026-07-16🌐 arXiv cs.AILLMSTOCKTAKE: Measuring the Gap Between Perception and Action in LLM Agents with a Fair Oracle

2026-07-16🌐 arXiv cs.AIAICAVA: Canonical Action Verification and Attestation for Runtime Governance of Agentic AI Systems

2026-07-16🌐 arXiv cs.AIAIAI-accelerated End-to-End Framework for Rapid Professional Upskilling

2026-07-16🌐 arXiv cs.AIAIEarthquaker-AI: A Retrieval-Augmented Generation Framework with Rubric-Based Assessment for Primary School Earthquake Education

2026-07-16🌐 arXiv cs.AIAIDeep Interaction: An Efficient Human-AI Interaction Method for Large Reasoning Models

2026-07-16🌐 arXiv cs.AILLMDesigning Safety-Constrained LLM Systems for Public Health Information Access

2026-07-16🌐 arXiv cs.AIAIFinal Authority in AI Governance: Frontier-Provider Sovereignty and Action-Centered Deployer Governance

2026-07-16🌐 arXiv cs.AIAILessonBench-V1: A Benchmark Dataset for Evaluating AI Lesson Generation Agents

2026-07-16🌐 arXiv cs.AIAIThe Perplexity Trap: When Patent Law Makes Human Writing Look Like AI

2026-07-16🌐 arXiv cs.AILLMUncertainty-Aware Sequential Decision Rules for Event-Triggered LLM Invocation in Streaming Systems

2026-07-16🌐 arXiv cs.AILLMCompaction as Epistemic Failure: How Agentic LLM Tools Fabricate Confirmed Results from Killed Processes

2026-07-16🌐 arXiv cs.AIinferenceInference Economics of Enterprise Coding Agents: A Case Study of Cloud vs. On-Premise LLMs

2026-07-16🌐 arXiv cs.AIAISingGuard-NSFA: Extensible Guardrails for Agentic AI via Generative Reasoning and Real-Time Classification

2026-07-16🌐 arXiv cs.AIAISelf-Improving AI Coding Agents Through Accumulated Behavioral Rules: A Closed-Loop Framework

2026-07-16🌐 arXiv cs.AIinferenceEfficient and Privacy Aware Edge Cloud Collaborative Inference for Large Language Models

2026-07-16🌐 arXiv cs.AIAIAnalyzing Curricular Pattern Complexity Using AI to Improve On-Time Graduation Rates

2026-07-16🌐 arXiv cs.AIinferenceFull-Pipeline Inference Optimization for MiMo-V2.5 Series: Pushing Hybrid SWA Efficiency to the Limit

2026-07-16🌐 arXiv cs.AIinferenceCoDiffGRN: Rethinking Gene Regulatory Network Inference via the BEELINE-KGC Benchmark and Co-evolutionary Discrete Diffusion

2026-07-16🌐 arXiv cs.AIAIAI in Cyberpsychology: A systematic literature review of Cybersecurity enhancement by using AI for analyzing psychology of Victims, Attackers, and Defenders

2026-07-16🌐 arXiv cs.AILLMAdaptive Filtering of the KV Cache: Diagnosing and Correcting Structural-Role Bias in LLM Inference

2026-07-16🌐 arXiv cs.AILLMDiscourse-Aware Policy Analysis with Argumentation: A Hybrid LLM-Symbolic Framework for Disaster Governance

2026-07-16🌐 arXiv cs.AILLMAccuracy Without Grounding: Diagnosing Visual Dependency Dissociation in Video LLM Benchmarks

2026-07-16🌐 arXiv cs.AILLMEvaluation Ability Does Not Imply Optimization Utility: LLM-as-a-Judge Signals in Closed-Loop Table Recognition

2026-07-16🌐 arXiv cs.AIAILearning Engagement Assistant (LEA): Cross-Course Scalability and Classroom Evaluation of an Agentic AI Tutoring System

2026-07-16🌐 arXiv cs.AIAIAdversarial Prompting Framework for AI Safety Assessment

2026-07-16🌐 arXiv cs.AILLMExTernD: Expanded-Rank Ternary Decomposition Ternary LLM PTQ with Accuracy Approaching Any Quantization Level

2026-07-16🌐 arXiv cs.AIAIGrounded world models in biological organisms and future embodied AI

2026-07-16🌐 arXiv cs.AIAIUTS at ELOQUENT 2026 Voight-Kampff: structural shifts in AI writing bypass state-of-the-art detectors

2026-07-16🌐 arXiv cs.AIneuralSpectral-Informed Neural Networks Outperform Spectral Methods in High-dimensional PDEs

2026-07-16🌐 arXiv cs.AILLMMemory as a Controlled Process: Learned Adaptive Memory Management for LLM Agents

2026-07-16🌐 arXiv cs.AIinferenceThe SIGReg Objective as Variational Free Energy: A Theoretical Active-Inference Account of JEPA World Models

2026-07-16🌐 arXiv cs.AIAIHow Agents Ask for Permission: User Permissions for AI Agents, from Interfaces to Enforcement

2026-07-16🌐 arXiv cs.AILLMTraffic-Aware Randomized Smoothing for LLM-Based Network Intrusion Detection

2026-07-16🌐 arXiv cs.AIdeep learningMultimodal Assessment of Pancreatic Cancer Resectability Using Deep Learning

2026-07-16🌐 arXiv cs.AIAIAI-Augmented Human Resource Management? Insights from German companies

2026-07-16🌐 arXiv cs.AILLMPartially Correlated Verifier Cascades in LLM Harnesses: Concave Log-Odds, Polynomial Reliability, and Blind-Spot Ceilings

2026-07-16🌐 arXiv cs.AIAIGenerative Compilation: On-the-Fly Compiler Feedback as AI Generates Code

2026-07-16🌐 arXiv cs.AIAIRethinking Penetration Testing for AI-Enabled Systems: From Resource Compromise to Behavioral Objective Violation

2026-07-16🌐 arXiv cs.AILLMPolicy of Thoughts: Scaling Test-Time Training for LLM Reasoning via Online Policy Evolution

2026-07-16🌐 arXiv cs.AILLMWhen Agents Disagree With Themselves: Behavioral Consistency as an Uncertainty Signal for LLM Agents

2026-07-16🌐 arXiv cs.AILLMDiscovering Ordinary Differential Equations with LLM-Based Qualitative and Quantitative Evaluation

2026-07-16🌐 arXiv cs.AILLMFrom Reward-Hack Activations to Agentic Risk States: Context-Calibrated Mechanistic Monitoring in LLM Agents

2026-07-16🌐 arXiv cs.AIAIEvidence-Grounded AI for Musculoskeletal Care

2026-07-16🌐 arXiv cs.AItransformerPost-Disaster Affected Area Segmentation with a Vision Transformer (ViT)-based EVAP Model using Sentinel-2 and Formosat-5 Imagery

2026-07-16🌐 arXiv cs.AILLMLLM-Guided Reinforcement Learning for Audio-Visual Speech Enhancement

2026-07-16🌐 arXiv cs.AIAIPost-Deployment Accountability in AI Governance: A Cross-Regulatory Empirical Analysis of AI Incidents

2026-07-16🌐 arXiv cs.AILLMThe Joint Effect of Quantization and Sampling Temperature on LLM Safety Alignment: A Factorial Analysis

2026-07-16🌐 arXiv cs.AILLMTheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology

2026-07-16🌐 arXiv cs.AILLMAgentCheck: A Reproduce-Intervene-Mitigate Workbench for LLM Agents over MCP

2026-07-16🌐 arXiv cs.AIAIIntroducing Human-Centeredness in AI-Assisted Lexicography

2026-07-16🇰🇷 CIO KoreaAIDid AI decide who lost their jobs? Meta is heading to court over that question

2026-07-16🇰🇷 ITWorld Korea추론3D 공간을 추론하는 AI, 공간지능과 월드 모델의 부상

2026-07-16🇺🇸 OpenAI BlogOpenAIHow Cars24 scales conversations and builds faster with OpenAI

2026-07-16🇺🇸 NVIDIA BlogAINVIDIA Introduces New Jetson Thor Computers to Advance Mainstream Robotics and Edge AI

2026-07-16🇺🇸 VentureBeat AIAIAgentic orchestration: Enterprise AI organizations have a deployment problem, not a platform problem — and most are calling chatbots agents

2026-07-16🇺🇸 NVIDIA Developer BlogAIDevelop Lightweight USD Runtimes Faster with AI Agents