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Jailbreaking Text-to-Image Models Through Cracks: Navigating Heterogeneous Safety Filters via Multi-Agent Debate
arXiv:2609.01168v2 Announce Type: replace Abstract: Text-to-image (T2I) models remain vulnerable to jailbreak attacks that elicit Not-Safe-For-Work (NSFW)…
When Evidence Shapes Collaboration: Knowledge-Conditioned Topology Generation for Multi-Agent Systems
arXiv:2608.27984v2 Announce Type: replace Abstract: Multi-Agent Systems (MAS) have recently moved from static workflows toward dynamically generated…
Can escalation channels redirect reward hacking toward defect disclosure?
arXiv:2608.29460v2 Announce Type: replace Abstract: When coding agents encounter defective test infrastructure they may reward-hack: hardcoding outputs or…
Accelerating Unified Multimodal Models with Core-Expansion Routing and Unified Computation Scheduling
arXiv:2608.29291v3 Announce Type: replace Abstract: Unified multimodal models jointly support understanding and generation, but incur substantial…
India’s richest man now wants to turn aging computers into AI-ready PCs
Jio is betting it can turn an aging computer into an AI-ready PC for as little as about $11 for two months.
Automated Researchers Can Mitigate Well-characterized Alignment Failures
arXiv:2608.28945v3 Announce Type: replace Abstract: Automating alignment research may accelerate progress toward aligned AI, but whether it does is hard…
Quantifying User Behavior Patterns to Build Better Predictive Features
Simply knowing that a 35-year-old male in Seattle clicked 12 times last month tells you almost nothing about his intent.
Rating the Raters: Rasch Measurement Theory for LLM Evaluation
arXiv:2608.27463v2 Announce Type: replace Abstract: LLMs now sit on every side of evaluation: as examinees scored on benchmarks, judges of other models’…
AI News Brief Hourly Summary 2026-09-04 02h : 11 posts
11 posts published in the last hour 23:32FlavourBench: Executable Culinary Reward Maps for Language Model Evaluation and Post-Training 23:32FemWear: A Parameter-Efficient Wearable Foundation Model for Women’s Health 23:32SKILL.state: Scalable Long-Horizon Agent Skills 23:32Nova: An End-to-End MLIR Compiler for Deep Learning…