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Published August 4, 2026

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2026-08-03 ~ 2026-08-04 · 80 top AI stories. Click a title to open the source.

DateSourceKeywordTitle

2026-08-04🇺🇸 MarkTechPostAIHow to Secure AI Agents, MCP Servers, and LLM Apps in Production
2026-08-04🇺🇸 Ars Technica AIAIAn AI-supervised remote exam went so badly that 58,000 students must retake it
2026-08-04

🇺🇸 MIT Technology Review

AI

Trump’s AI protectionism has come for robotics

2026-08-04🇰🇷 CIO KoreaAIMoburst Unveils AI-Driven Mobile Growth Playbook

2026-08-03🇰🇷 CIO KoreaAIThe SOC’s AI maturity model

2026-08-03🌐 Import AI (Jack Clark)AIImport AI 467: Self-sustaining AI viruses; pacing AI progress; confusion about AI and creativity

2026-08-03🇰🇷 CIO KoreaAICompanies winning with AI operate differently. Here’s how.

2026-08-03🇰🇷 CIO KoreaAIAI’s measurement crisis is over. The translation crisis is next

2026-08-03🇰🇷 CIO KoreaAIThe missing role in every enterprise AI strategy: The analytics engineer

2026-08-03🇰🇷 CIO KoreaAICIOs risk being sidelined in enterprise AI initiatives

2026-08-03🇰🇷 CIO KoreaAIFrontier AI will not break finance. Slow cyber decisions will

2026-08-03🇰🇷 CIO KoreaAIAI can do your tasks. That doesn’t mean it will do your job

2026-08-03🇺🇸 MIT Technology ReviewAIHere’s why AI agents lie and cheat to reach their goals

2026-08-03🇺🇸 MarkTechPostAICogent AI Team Releases VR-1: A Frontier Cyber Reasoning Model That Composes and Verifies Enterprise Attack Paths

2026-08-03🇺🇸 OpenAI BlogAIHow we built a realtime system for responsive voice AI in six months

2026-08-03🌐 arXiv cs.AIAIOpenClaw and Ollama in Agentic AI: Toward Fully Autonomous and Scalable AI Agent Systems

2026-08-03🌐 arXiv cs.AIAICan AI Evaluate AI Scientists? A Benchmarking Study of Autonomous Research Generation Systems Using Automated Multi-Model Review

2026-08-03🌐 arXiv cs.AIAILLM Framework for Discovering Major Mathematical Conjectures: AI's Quest for the Next Riemann Hypothesis

2026-08-03🌐 arXiv cs.AILLMTAPR: Enhancing LLM Performance with a Task-Aware Prompt Rewriter

2026-08-03🌐 arXiv cs.AILLMHow Hard Does It Think? Analyzing Step-Aware Reasoning Energy in LLM Chain-of-Thought Trajectories

2026-08-03🌐 arXiv cs.AIAIBest Friends, Not Forever: Evaluating Long-Horizon Persona Collapse and Behavioral Drift in AI Companions

2026-08-03🌐 arXiv cs.AIinferenceIdentifying Informative Environments for Cognition Parameter Inference via Bayesian Experimental Design

2026-08-03🌐 arXiv cs.AILLMNeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability

2026-08-03🌐 arXiv cs.AILLMMerchantBench: Benchmarking LLM Agents for Long-Term Coherence in E-Commerce Operations

2026-08-03🌐 arXiv cs.AILLMHarnessing the Wisdom of LLM Crowds through Complementarity-Driven Iterative Collaboration

2026-08-03🌐 arXiv cs.AIAITool Specifications Matter: Uncovering and Mitigating Safety Risks in AI Agents

2026-08-03🌐 arXiv cs.AIAIBeyond Component Testing: Validating Agentic AI Systems

2026-08-03🌐 arXiv cs.AILLMModelEquivBench: Certifying Multi-Relational Evaluation of LLM-Generated Optimization Models

2026-08-03🌐 arXiv cs.AILLMAMTFV: Agentic Mathematical Tool-Flow Verification for LLM Self-Correction

2026-08-03🌐 arXiv cs.AILLMAgentHPOBench: A Benchmark For Evaluating LLM Agents as Sequential Hyperparameter Optimizers

2026-08-03🌐 arXiv cs.AIinferenceTopology-Aware Data Movement for Disaggregated GPU Inference

2026-08-03🌐 arXiv cs.AILLMThe Formalism Trap: Are LLM-as-a-Judge Evaluators Blinded by Consensus Mimicry under Social Load?

2026-08-03🌐 arXiv cs.AIAIConnectED: A Curriculum-Aligned AI System for Vietnamese Instructional Lesson Planning and Student Learning

2026-08-03🌐 arXiv cs.AIAIUnanticipated Effects of Generative AI on Expertise Pathways and Performance Perception in System Administration

2026-08-03🌐 arXiv cs.AItransformerSensitivity Analysis of GRU, LSTM and Transformer Encoder in Classification of Automated Driving Systems

2026-08-03🌐 arXiv cs.AILLMGuarantees on Dynamical System Distinguishability for LLM Token Generation

2026-08-03🌐 arXiv cs.AILLMMetaphor-Induced Algorithmic Steering: Cross-Domain Procedural Transfer in LLM Code Generation

2026-08-03🌐 arXiv cs.AIdeep learningPredicting Steel Fatigue Life from Micrographs Using Physics-Informed Deep Learning

2026-08-03🌐 arXiv cs.AIgenerativeDragonCrawl: A Generative, Intent-Based Framework for Scalable Mobile End-to-End Testing

2026-08-03🌐 arXiv cs.AILLMBenchmarks Are Not Monolithic: Sample-Level Auditing and Orchestration for LLM Evaluation

2026-08-03🌐 arXiv cs.AILLMRolling With Resistance: Preference-Optimized LLM Counselors Can Trade Goal Persistence for Relational Attunement in Motivational Interviewing

2026-08-03🌐 arXiv cs.AIdeep learningA Unified Benchmark of Deep Learning Models for Multi-task 3D Brain Tumor Segmentation from Magnetic Resonance Imaging

2026-08-03🌐 arXiv cs.AILLMTextCloak: Thwarting Unauthorized LLM Exploitation via RL-Driven Unlearnable Text

2026-08-03🌐 arXiv cs.AILLMValidation Evidence in LLM Repair Agents: How Much of What Passes Actually Tests the Bug?

2026-08-03🌐 arXiv cs.AILLMTo Add Is Machine, To Delete Is Human: Measuring and Mitigating Deletion Avoidance in LLM Code Editing

2026-08-03🌐 arXiv cs.AIAIHuman-LLM Collaborative Inductive Coding for Conceptualizing K-12 Educator AI Use

2026-08-03🌐 arXiv cs.AILLMAgreement Is Not Quality: Blind Expert Verification of Human and LLM Qualitative Coding When Human Consensus Is Not Ground Truth

2026-08-03🌐 arXiv cs.AILLMFairFund-Bench: Evaluating Distributive Bias in LLM Resource Allocation

2026-08-03🌐 arXiv cs.AIAIRetrieval-Driven Training-Free AI-Generated Video Attribution

2026-08-03🌐 arXiv cs.AILLMEfficient LLM Adversarial Training via Low-Rank Defense and Circuit-Guided Surrogates

2026-08-03🌐 arXiv cs.AILLMA robust association between LLM use and scientific productivity: Assessing stopping-time selection

2026-08-03🌐 arXiv cs.AIAIRAID: Towards Robust AI-Generated Image Detection with Bit-Reversed Images

2026-08-03🌐 arXiv cs.AIneuralLearning Lookahead Lemmas for Neural Network Verification

2026-08-03🌐 arXiv cs.AIneuralHERO: History-Enriched Rollout Training for Long-Horizon Autoregressive Neural Operators

2026-08-03🌐 arXiv cs.AImachine learningImplicit Machine Learning Force Fields Accelerate Molecular Dynamics Simulations

2026-08-03🌐 arXiv cs.AILLMMemory Provenance Laundering in LLM Agents: A Non-Amplification Firewall for Persistent Memory

2026-08-03🌐 arXiv cs.AIGeminiCLIFT: Turning Gemini Robotics On-Device into Humanoid Specialists via Non-Invasive Closed-Loop Iterative Fine-Tuning

2026-08-03🌐 arXiv cs.AIAIMOSAIC: Masked Outsourcing of Secure AI Computations

2026-08-03🌐 arXiv cs.AIAISmall Is Enough: Per-User Style Rewriting of AI-Edited Text via LoRA Adapters

2026-08-03🌐 arXiv cs.AIAITAVI-TEC: An AI-Based Tool for Procedural Planning of Transcatheter Aortic Valve Implantation

2026-08-03🌐 arXiv cs.AILLMCalibratedRubric: Task-Adaptive Rubric Banks for Open-Ended LLM Evaluation

2026-08-03🌐 arXiv cs.AItransformerDualDiT: A Conditional Dual-Output Diffusion Transformer for Joint OCT Image and Segmentation Mask Generation

2026-08-03🌐 arXiv cs.AIAIFrom Code Review to Code Critique: Intent, Drift, and Spotlight for AI-Generated Diffs at Scale

2026-08-03🌐 arXiv cs.AIAIARB: A Matched Authorship-Rewriting Benchmark Dataset for AI-Text Detector Evaluation

2026-08-03🌐 arXiv cs.AIinferenceFriendBench: Benchmarking Dyadic Familiarity Inference in Humans and Multimodal Large Language Models

2026-08-03🌐 arXiv cs.AIAIMultimodal Reinforcement Learning with Adaptive Verifier for AI Agents

2026-08-03🌐 arXiv cs.AILLMWhat Makes a Sale? Simulating End-to-End Seller--Buyer Retail Dynamics with LLM Agents

2026-08-03🌐 arXiv cs.AIAISREGym: A Live Benchmark for AI SRE Agents with High-Fidelity Failure Scenarios

2026-08-03🌐 arXiv cs.AIinferenceDual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling

2026-08-03🌐 arXiv cs.AIAIA Multi-Agent System for Motor Design Optimization via an FEA-AI Hybrid Approach

2026-08-03🌐 arXiv cs.AILLMRole-Agent: Bootstrapping LLM Agents via Dual-Role Evolution

2026-08-03🌐 arXiv cs.AILLMReSum: Synergizing LLM Reasoning and Summarization with Reinforcement Learning

2026-08-03🌐 arXiv cs.AILLMEvalSafetyGap: A Hybrid Survey and Conceptual Framework for LLM Evaluation-Safety Failures

2026-08-03🌐 arXiv cs.AILLMNeurOWL: An LLM-Based Neural-symbolic Framework for Incomplete OWL Ontology Reasoning

2026-08-03🌐 arXiv cs.AILLMDynaResize: Runtime GPU Reallocation for Disaggregated LLM Post-Training

2026-08-03🌐 arXiv cs.AILLMFrom RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement

2026-08-03🌐 arXiv cs.AILLMReason-Mediated Behavioral Models for Auditing LLM Social Simulators

2026-08-03🌐 arXiv cs.AIAIDeepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook

2026-08-03🌐 arXiv cs.AIneuralMonotone and Separable Set Functions: Characterizations and Neural Models

2026-08-03🌐 arXiv cs.AILLMPay for The Second-Best Service: A Game-Theoretic Approach Against Dishonest LLM Providers