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…
Graph Surgery and the Do-Operator: A Precise Correspondence for Acyclic Structural Causal Models
arXiv:2608.17634v1 Announce Type: new Abstract: The $\operatorname{do}$-operator is described graphically by deleting arrows into its targets and…
LLM-Derived Preference Judgments Are Not Self-Consistent
arXiv:2608.17644v1 Announce Type: new Abstract: Agents increasingly interpret a person’s natural-language preferences by querying an LLM for numerical…
MiniMax Releases MiniMax-Music3: An Open-Weights Music Model Generating Complete Five-Minute Songs From Lyrics and a Structured Caption
MiniMax released MiniMax-Music3, an open-weights text-to-music model. Given lyrics with section tags and a structured caption, it generates a complete…
Validated Adaptation for Aerial Crowd Monitoring at Mass Gathering Scale: A Deployment Protocol, a Severity Law, and a Diagnostic for Label-Free Drone Crowd Counting, Toward the FIFA World Cup 2034 (Saudi Arabia)
arXiv:2608.17625v1 Announce Type: new Abstract: Saudi Arabia will host the 2034 FIFA World Cup and already operates crowd management at Hajj scale.…
AI News Brief Hourly Summary 2026-08-19 10h : 12 posts
12 posts published in the last hour 07:33Quantifying Risk Under Evolving Uncertainty: Belief-Dependent Robustness for Safe Sequential Decision Making 07:33When to Review: Spaced Repetition for Continual Pre-Training of Language Models 07:33MoNe: Modular Neural Memory for Efficient Long Context Inference 07:33TRUSS:…
Quantifying Risk Under Evolving Uncertainty: Belief-Dependent Robustness for Safe Sequential Decision Making
arXiv:2608.17574v1 Announce Type: new Abstract: How cautious should an agent be while it is still learning its environment? We propose RATTL…