arXiv:2608.15565v1 Announce Type: new Abstract: Experience-learning agents for optimization modeling improve by storing verified skills, but existing…
ATLAS: Scaffold-Free Algorithm Synthesis by LLMs via Embedding-Guided Quality-Diversity Search
arXiv:2608.15546v1 Announce Type: new Abstract: Most LLM-based automated algorithm design methods optimize a designated component within a human-specified…
Agent Gym: A Framework for Continuous Evaluation and Evolution of LLM Agents Through Human-in-the-Loop Feedback
arXiv:2608.15591v1 Announce Type: new Abstract: Large Language Model (LLM) agents deployed in production environments face a fundamental tension: the…
Edcafe AI Review: The Teacher Tool That’ll Save Your Sunday
Ask any teacher what actually eats their time, and it’s rarely the hours in front of students. It’s everything that happens before and after: building a…
When Entropy Is Not Enough: Reclaiming Lost Semantics in LLM Output Length Prediction
arXiv:2608.15592v1 Announce Type: new Abstract: Efficient LLM serving is often bottlenecked by the need to pad sequences to a fixed maximum length, and…
Perplexity’s Free Airtel Year Ends, and Its India Revenue Climbs
Perplexity’s year-long bet on free access in India is starting to show its return. The AI search company’s in-app revenue in the country rose roughly 60%…
From Generalist to Specialist: A Context-Fusion Framework for Endoscopic Polyp Reporting with a Frozen VLM
arXiv:2608.15580v1 Announce Type: new Abstract: Reliable endoscopic polyp reporting requires integrating quantitative lesion sizing, standardized Paris…
Who Leads Now? Token-Level Modality Arbitration for Chart-to-Code Generation
arXiv:2608.15510v1 Announce Type: new Abstract: Chart-to-code generation requires a model to read the fine-grained visual details of a chart and write…
From Contexts to Values: Context-Dependent Defeat in Abstract Argumentation
arXiv:2608.15536v1 Announce Type: new Abstract: In value-based argumentation, an audience’s ordering of values decides which attacks succeed as defeats.…
Dynamic Multi-Byte Prediction With Hierarchical Language Models
arXiv:2608.15454v1 Announce Type: new Abstract: Byte-level hierarchical language models (LMs) have recently emerged as a robust alternative to their…
EcoVLA: Energy-Efficient Device-Edge Co-Inference for Vision-Language-Action Models under Real-Time Constraints
arXiv:2608.15502v1 Announce Type: new Abstract: Vision-Language-Action (VLA) models have emerged as a promising foundation for Embodied AI, but their high…
OpenAI president urges enterprises to hasten AI security defences
OpenAI president and co-founder Greg Brockman warns that enterprise security teams face a compressed timeline to adopt AI defences. Brockman has published…
A Network-driven Framework for Public Event Forecasting via Dynamic Interaction Network Evolution
arXiv:2608.15488v1 Announce Type: new Abstract: Effective public event forecasting is essential for intelligent service systems, enabling proactive risk…
AI News Brief Hourly Summary 2026-08-18 17h : 16 posts
16 posts published in the last hour 14:32Mental Model Management: An Operator-Based Framework for LLM Memory 14:32Measuring Reward Hacking and Reasoning-Answer Decoupling Under Position-Confounded Optimization 14:32OTel: Building Domain-Specialized Telecom LLM Foundations for Intelligent Networks 14:32A survey of AI-generated voices and…
Mental Model Management: An Operator-Based Framework for LLM Memory
arXiv:2608.15451v1 Announce Type: new Abstract: Large language models process large amounts of information but usually lack an explicit mechanism for…
Measuring Reward Hacking and Reasoning-Answer Decoupling Under Position-Confounded Optimization
arXiv:2608.15445v1 Announce Type: new Abstract: When a reward is correct on every training example yet consistent with more than one goal, a model can…
OTel: Building Domain-Specialized Telecom LLM Foundations for Intelligent Networks
arXiv:2608.15436v1 Announce Type: new Abstract: Frontier AI models have advanced rapidly, but they still struggle with telecom-specific tasks. We present…
A survey of AI-generated voices and their detection
arXiv:2608.15411v1 Announce Type: new Abstract: The ability of artificial intelligence (AI) models to generate highly realistic human voices has advanced…