arXiv:2608.17933v1 Announce Type: new Abstract: Financial time series exhibit non-stationary and heterogeneous statistical properties, making change-point…
Towards Zero-Shot Task Transfer with Neurosymbolic World Models
arXiv:2608.17959v1 Announce Type: new Abstract: State-of-the-art model-based reinforcement learning methods learn neural world models that allow policy…
Procedural Content Metageneration via Program Search and Continual Abstraction Discovery
arXiv:2608.17947v1 Announce Type: new Abstract: Large language models can generate executable programs, which makes it possible to search directly over…
D$^2$ACCI: A Dual-Loop Diagnostic Protocol for Evidence-Preserving Agent Memory
arXiv:2608.17756v1 Announce Type: new Abstract: Memory is a key capability of LLM agents. Persistent memory extends this across sessions—enabling…
ARASH: Adaptive Retrieval And Shot Selection for Tabular Prediction
arXiv:2608.17856v1 Announce Type: new Abstract: Tabular prediction is a critical task across numerous applications. The recent success of large language…
StartupBench: Benchmarking General-Purpose Agents on Market-Validated End-to-End Workflows
arXiv:2608.17800v1 Announce Type: new Abstract: Recent advances in Large Language Models(LLMs) and agents have substantially improved the ability of AI…
What Flock’s defenders are missing
This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. Flock, the…
Neuro-symbolic learning over OWL 2 DL via consequence-based compilation to differentiable circuits
arXiv:2608.17741v1 Announce Type: new Abstract: OWL 2 DL ontologies, grounded in the description logic $\mathcal{SROIQ}$, express large knowledge bases in…
Same Cluster, 33 Points More Utilization: What Changed Was the Order
This post has no text preview — click the link below to read the original article. This article has been indexed from Hugging Face – Blog Read the original article: Same Cluster, 33 Points More Utilization: What Changed Was the…
The Curious Case of Exploding DecPOMDPs: Containing the Fire through Policy Counting
arXiv:2608.17749v1 Announce Type: new Abstract: Decentralised partially observable Markov decision processes (DecPOMDPs) provide a general framework for…
AI News Brief Hourly Summary 2026-08-19 11h : 12 posts
12 posts published in the last hour 08:32Evaluating the Diversity of AI-Generated Content with Diversity Profiles 08:32Accuracy and Robustness of Model Cascades Under Data Perturbations 08:32Mixture-of-Expert Blocks Contain Strong Hallucination Detection Signals 08:32Beyond Suspicious Steps: Ontological Trust in Long-Horizon Agents…
Evaluating the Diversity of AI-Generated Content with Diversity Profiles
arXiv:2608.17731v1 Announce Type: new Abstract: Diversity is a fundamental criterion for evaluating generative artificial intelligence (AI) systems, yet…
Accuracy and Robustness of Model Cascades Under Data Perturbations
arXiv:2608.17711v1 Announce Type: new Abstract: Prediction cascades significantly reduce energy consumption of Artificial Intelligence (AI) models while…
Mixture-of-Expert Blocks Contain Strong Hallucination Detection Signals
arXiv:2608.17687v1 Announce Type: new Abstract: Despite their widespread use, Large Language Models (LLMs) remain limited by a fundamental problem: the…
Beyond Suspicious Steps: Ontological Trust in Long-Horizon Agents
arXiv:2608.17718v1 Announce Type: new Abstract: Long-horizon agents increasingly operate across many steps, tools, and observa- tions. In this setting,…
Auditing Self-Evolution in Financial Agents: Capability Gains, Security Drift, and Execution-Interface Mismatch
arXiv:2608.17684v1 Announce Type: new Abstract: Self-evolving agents turn experience into reusable skills, workflows, or memories, but post-evolution…
GraphWake: Group Polarization via Memory-Mediated Polarization Cascade in LLM-Agent Communities
arXiv:2608.17665v1 Announce Type: new Abstract: LLM-driven agents can autonomously exchange opinions on online platforms and form communities. Such…
Beyond the Trace: Coupling an Interpretable Reasoning-State Readout to Native MoE Routing
arXiv:2608.17638v1 Announce Type: new Abstract: What a reasoning model writes is only a partial record of the process that produces it. We introduce a…