arXiv:2608.24870v1 Announce Type: new Abstract: Group-relative reinforcement learning waits for sibling rollouts of the same prompt, which is costly for…
Category: AI
Recursive Experiential-Working Memory Evolution for Long-Horizon Agent Harnesses
arXiv:2608.24876v1 Announce Type: new Abstract: Recursive self-improvement (RSI) remains hard in long-horizon tasks, where growing histories obscure the…
Progressively Learning Heterogeneous Skills in a Unified Latent Space
arXiv:2608.23258v1 Announce Type: cross Abstract: We propose HetSkills, a novel framework designed to progressively learn heterogeneous skills within a…
Alibaba’s Qwen Team Releases Qwen3.8-Flash-Next: A 125B Multimodal MoE With 6B Active Parameters Previewing the Qwen4 Architecture
We look at Qwen3.8-Flash-Next, Alibaba’s open-weight multimodal Mixture-of-Experts model and an early preview of the Qwen4 architecture. We break down…
Fidelity Preference, Not Demographic Preference: A Pixel-Level Attribute-Sensitivity Audit of Image Aesthetic/Preference Scorers
arXiv:2608.23593v1 Announce Type: cross Abstract: Text-to-image systems use learned aesthetic scorers to filter training data and guide generation, but…
Ex-Meta scientists want to bring visual AI to the factory floor
Perceptron offers an AI model that it says can help machines navigate the world while also providing in-depth visual intelligence.
A Human-Factors Guided Cognitive Model of Visuospatial Complexity in Embodied Active Vision
arXiv:2608.23572v1 Announce Type: cross Abstract: We propose a novel framework for the analysis of multimodal data — encompassing visual, auditory, and…
Strictly Causal Streaming Video Anomaly Detection with a Theoretically-Grounded State-Space Core
arXiv:2608.24810v1 Announce Type: new Abstract: Recent work has applied Mamba style state space models (SSMs) to video anomaly detection, yet existing…
StarHarness: Evolving Harnesses with Stratified Search for Enterprise Environments
arXiv:2608.24804v1 Announce Type: new Abstract: We present StarHarness, a framework for evolving environment-specific agent harnesses while keeping model…
A Dual-Dimensional LLM Framework for Automated Item Incidental Content Similarity Analysis in Large-Scale Assessments
arXiv:2608.24825v1 Announce Type: new Abstract: The rapid expansion of large-scale assessments and the growing adoption of automatic item generation have…