AI

AI News

Published August 19, 2026

0

Copies a prompt (in your current language) that summarizes this list by country, company, and technology. Paste it into any AI like Claude or ChatGPT.

2026-08-18 ~ 2026-08-19 · 80 top AI stories. Click a title to open the source.

DateSourceKeywordTitle

2026-08-19🇺🇸 Hugging Face BlogagentHow Much Memory Does Your Agent Actually Need?
2026-08-19🇺🇸 NVIDIA Developer BlogAIHow AI Coding Agents Can Unlock Materials Simulation with NVIDIA ALCHEMI Toolkit

2026-08-18

🇰🇷 CIO Korea

AI

Compassion is not a control: What veterinary practices reveal about AI governance

2026-08-18🇺🇸 MarkTechPostAIMeet SAM (Sovereign Agent Mesh): A Zero-Config, Zero-Trust P2P Network for AI Agents

2026-08-18🇰🇷 CIO KoreaAISnowflake adds dynamic model routing to Cortex AI Gateway to cut enterprise AI costs

2026-08-18🇺🇸 MIT Technology ReviewAIThe Download: how people really use AI, and Flock’s design choices

2026-08-18🇺🇸 OpenAI BlogAIPartnering with CodeAI to prepare the first AI generation

2026-08-18🇰🇷 CIO KoreaAINot every problem needs an AI agent

2026-08-18🇺🇸 MIT Technology ReviewAIWe still don’t know how people are really using AI

2026-08-18🇰🇷 CIO KoreaAICIOs earn AI reprieve, but ROI pressure is surging

2026-08-18🇰🇷 CIO KoreaAIYour AI bill just came due. Nobody warned you it would look like this

2026-08-18🇺🇸 MIT Technology ReviewAIAI’s recursive self-improvement might not come so quickly after all

2026-08-18🌐 arXiv cs.AIAIFLOPs vs Real Work: The Importance of Replication in AI Efficiency Assessment

2026-08-18🌐 arXiv cs.AImachine learningThe Unwritten Benchmark: A New Challenge for Multimodal Machine Learning in Abstract Perceptual Reasoning

2026-08-18🌐 arXiv cs.AIagentWhen to Communicate: Belief Distributions and KL Divergence for Principled Gating in Multi-Agent RL

2026-08-18🌐 arXiv cs.AIAIGlobal AI Regulations for FAIR and Ethics in High-Risk Use Cases: A Comparative Review

2026-08-18🌐 arXiv cs.AIAIPosition: AI Lock-In Is in Progress, and We Must Be Prepared

2026-08-18🌐 arXiv cs.AIAIPosition: Evaluations of AI Moral Reasoning Still Miss Half of the Picture

2026-08-18🌐 arXiv cs.AIAIPosition: AI Governance Needs ISO-like Interoperability Protocols, Not Just Laws

2026-08-18🌐 arXiv cs.AIneuralPosition: Certified Correctness in Neural Constraint Reasoning Requires Symbolic Integration

2026-08-18🌐 arXiv cs.AIagentSKILL: Self-correcting Knowledge-guided Iterative Large Language Model Agent for Logic Optimization

2026-08-18🌐 arXiv cs.AIAIOGX: An Open-Source, Vendor-Neutral Generative AI Application Server

2026-08-18🌐 arXiv cs.AILLMThe Hallucination Snowball: Modeling Error Propagation as State Transitions in Multi-Agent LLM Pipelines

2026-08-18🌐 arXiv cs.AILLMToward Safe LLM Agents: A Survey of Specification, Verification, and Enforcement

2026-08-18🌐 arXiv cs.AIAIPosition: Medical AI Neglects Real Treatment Outcomes

2026-08-18🌐 arXiv cs.AILLMWhen Do LLMs Apply the Wrong Law? Diagnosing LLM Failures in Temporal Legal Reasoning

2026-08-18🌐 arXiv cs.AILLMDo LLM Agents Negotiate Rationally? A Mechanism-Design Framework for Verifiable Multi-Agent Interaction over A2A/MCP

2026-08-18🌐 arXiv cs.AIagentLearning Agent Execution for KV-Cache Management in Agentic Serving

2026-08-18🌐 arXiv cs.AImultimodalEvaluating Multimodal LLMs across Text and Audio Modalities for Accessible Disaster Assistance

2026-08-18🌐 arXiv cs.AIAIPosition: AI Agents in Scientific Teams Should Be Studied as Human-Agent Systems

2026-08-18🌐 arXiv cs.AIAIAuditing an AI-Generated Mathematical Proof: A Correction to a Greedy Conditioning Lemma in Quantum Parallel Repetition

2026-08-18🌐 arXiv cs.AIAIA Comprehensive Survey of Wireless Foundation Models for AI-Native 6G Networks

2026-08-18🌐 arXiv cs.AIagentSemantic Uncertainty-Guided Orchestration in Hierarchical Multi-Agent Systems

2026-08-18🌐 arXiv cs.AImultimodalWhat the Reranker Sees: Multi-Aspect Page Annotation for Long-Document Multimodal Question Answering

2026-08-18🌐 arXiv cs.AIAIPersonalized Auto-Research: Towards a True AI Co-Scientist

2026-08-18🌐 arXiv cs.AIAIFrontier AI Forecasting Has a Measurement Problem: An Audit of Progress Evidence

2026-08-18🌐 arXiv cs.AIagentWhen Is an Agent Evaluation Over? Outcome Finality and Cross-Unit Separation

2026-08-18🌐 arXiv cs.AIagentSkill Blocks: How Should an Agent Load Its Skill? A Caching-Correct Comparison of Pre-load, On-Demand Tool-Loading, Progressive Disclosure, and Hybrid

2026-08-18🌐 arXiv cs.AILLMT-LLM Compiler: Trusted LLM-based Code Optimization and Verification Framework

2026-08-18🌐 arXiv cs.AIClaudeDoes a Tool Result Carry More Authority Than Plain Text? Three Prospective Studies of False-Claim Adoption in a Synthetic Assignment Task with Claude Opus 5

2026-08-18🌐 arXiv cs.AILLMLLM-Based Hierarchical Coordinated Control with Continuation-Aware Policy Learning

2026-08-18🌐 arXiv cs.AIagentAndy: A Mathematical Agent for Rigorous Proof and Autonomous Research

2026-08-18🌐 arXiv cs.AIRAGGraphLoom: Reliability-Calibrated Graph Evidence Routing for Multimodal KG-RAG

2026-08-18🌐 arXiv cs.AILLMConstraint-Aware Synthetic Tabular Data Generation via Inter-Column Constraint Discovery with LLM Agents

2026-08-18🌐 arXiv cs.AIagentAnatomy of a Quantized Agent: VRAM Stability and Forecasting in Code-Synthesis Agentic Workloads

2026-08-18🌐 arXiv cs.AIagentSkillCommit: Evolving Agent Skills through Behaviorally Validated Scope Expansion

2026-08-18🌐 arXiv cs.AIagentLongRCA Bench: Diagnosing Responsible Roles and Root Causes in Long-Horizon Agent Failures

2026-08-18🌐 arXiv cs.AImultimodalVibeWorlding: Can Multimodal Agents Construct 3D Open Worlds End-to-End?

2026-08-18🌐 arXiv cs.AIdiffusion$D^{2}R^{2}$: Discrete Diffusion with Regulation Reinforcement for Single-Cell Perturbation Prediction

2026-08-18🌐 arXiv cs.AIAIUnderstanding Cognition-Induced Risks in Agentic AI Systems

2026-08-18🌐 arXiv cs.AIAIThe Benchmark Trap: Structures of Power and Injustice in AI Evaluations

2026-08-18🌐 arXiv cs.AIneuralA concentration result for multilayer feedforward neural networks

2026-08-18🌐 arXiv cs.AILLMAgentic-SQL Revisited: Autonomy-Based Taxonomy and Empirical Benchmark Analysis for LLM Text-to-SQL

2026-08-18🌐 arXiv cs.AILLMTwinGridShield: Consequence-Aware Runtime Authorization for LLM Grid-Agent Actions

2026-08-18🌐 arXiv cs.AIAIA survey of AI-generated voices and their detection

2026-08-18🌐 arXiv cs.AILLMOTel: Building Domain-Specialized Telecom LLM Foundations for Intelligent Networks

2026-08-18🌐 arXiv cs.AILLMMental Model Management: An Operator-Based Framework for LLM Memory

2026-08-18🌐 arXiv cs.AIinferenceEcoVLA: Energy-Efficient Device-Edge Co-Inference for Vision-Language-Action Models under Real-Time Constraints

2026-08-18🌐 arXiv cs.AILLMAdmission Without Answers: Label-Free Certification and Experience Learning for LLM-Based Optimization Modeling

2026-08-18🌐 arXiv cs.AILLMAgent Gym: A Framework for Continuous Evaluation and Evolution of LLM Agents Through Human-in-the-Loop Feedback

2026-08-18🌐 arXiv cs.AILLMWhen Entropy Is Not Enough: Reclaiming Lost Semantics in LLM Output Length Prediction

2026-08-18🌐 arXiv cs.AIAILarge Models for Small Devices: Recent Advances and Empirical Analysis of Edge AI Deployment

2026-08-18🌐 arXiv cs.AIAIToward AI-Friendly Cartography: Understanding How Color Design Influences Foundation Model Spatial Reasoning on Sequential Choropleth Maps

2026-08-18🌐 arXiv cs.AIAIPropaganda Forensics: Recovering the Generation Pipeline of an AI-Driven Influence Campaign

2026-08-18🌐 arXiv cs.AILLMBroken Symmetry in LLM Refusal: Answer Release Is More Local Than Refusal Restoration

2026-08-18🌐 arXiv cs.AIagentSchema-Agnostic Graph Reasoning Agent for Hybrid Knowledge Graphs

2026-08-18🌐 arXiv cs.AIAIBounded Agents: Delegation Security for Multi-Agent AI Systems

2026-08-18🌐 arXiv cs.AILLMBreaking and Defending LLM-Powered Social Media Bot Detection Systems

2026-08-18🌐 arXiv cs.AIagentNavigation-Informed Embeddings: Dense-Retriever Adaptation from Agent Search Traces

2026-08-18🌐 arXiv cs.AIdiffusionSolvable Sokoban Without a Solver via Diffusion

2026-08-18🌐 arXiv cs.AImultimodalMUPA$^{2}$E: Multimodal Unified Perception with Asymmetric Attention for Emotion Assessment

2026-08-18🌐 arXiv cs.AILLMPrior Audit-Repair Context Shifts LLM Verifier Thresholds Toward Leniency

2026-08-18🌐 arXiv cs.AIagentGovernance at the Boundary: How Agent Decomposition Degrades Policy Compliance

2026-08-18🌐 arXiv cs.AIneuralEigenanalysis framework for autoregressive neural emulators of multi-scale chaotic dynamics

2026-08-18🌐 arXiv cs.AIgenerativeProtein Structure Prediction: From Evolutionary Constraints to Generative Modeling

2026-08-18🌐 arXiv cs.AIagentFeatureHospital: A Skill-Driven Multi-Agent Framework for Automated Algorithm Customization in Multi-View Multi-Label Feature Selection

2026-08-18🌐 arXiv cs.AILLMTRCA: Transition-wise Rubric Credit Assignment for Long-horizon LLM Agents

2026-08-18🌐 arXiv cs.AIagentBaT: Towards Self-Evolving Medical Research Agent with Stage Rubrics

2026-08-18🌐 arXiv cs.AILLMAeroCopilotBench: A Two-Tier Benchmark for Evaluating LLM Agents as Aviation Copilots in an Interactive Virtual Cockpit Environment

2026-08-18🌐 arXiv cs.AIinferenceDriveCache: Action-Aware Caching for Driving World Model Inference