News / #outage Tag Outages 62 articles archived under #outage · RSS Sign in to follow arXiv — NLP / Computation & Language research 1mo ago FlexDraft: Flexible Speculative Decoding via Attention Tuning and Bonus-Guided Calibration arXiv:2605.20022v1 Announce Type: new Abstract: Speculative decoding accelerates memory-bound LLM inference without quality degradation by using a fast drafter to propose multiple candidate tokens and the target model to verify them in parallel. However, conventional sequential… 5 arXiv — NLP / Computation & Language research 1mo ago Library Drift: Diagnosing and Fixing a Silent Failure Mode in Self-Evolving LLM Skill Libraries arXiv:2605.19576v1 Announce Type: cross Abstract: Self-evolving skill libraries face a silent failure mode we term \emph{library drift}: unbounded skill accumulation without outcome-driven lifecycle management causes retrieval degradation, false-positive injections, and… 13 Hacker News — AI on Front Page community 1mo ago Incident Report: Railway Blocked by Google Cloud (Resolved) https://status.railway.com/?date=20260519 Comments URL: https://news.ycombinator.com/item?id=48201484 Points: 472 # Comments: 221 37 arXiv — Machine Learning research 1mo ago Jacobian-Guided Anisotropic Noise Reshaping for Enhancing Representation Utility under Local Differential Privacy arXiv:2605.16812v1 Announce Type: new Abstract: While Local Differential Privacy (LDP) serves as a foundational primitive for distributed data collection, its stringent noise injection requirement often leads to severe degradation in data utility. This degradation stems from the… 20 arXiv — NLP / Computation & Language research 1mo ago Why Do Safety Guardrails Degrade Across Languages? arXiv:2605.17173v1 Announce Type: new Abstract: Large language models exhibit safety degradation in non-English languages. Standard evaluation relies on Jailbreak Success Rate (JSR), which confounds several safety-driving factors into one, obscuring the specific cause(s) of… 12 arXiv — NLP / Computation & Language research 1mo ago Ontology for Policing: Conceptual Knowledge Learning for Semantic Understanding and Reasoning in Law Enforcement Reports arXiv:2605.15978v1 Announce Type: new Abstract: Law enforcement reports contain structured fields and written narratives. However, many incident facts that are needed for review, police training, and investigations are in natural language and require manual reading. We propose a… 14 Hugging Face Daily Papers research 1mo ago PRISM: Prior Rectification and Uncertainty-Aware Structure Modeling for Diffusion-Based Text Image Super-Resolution Abstract PRISM is a diffusion-based text super-resolution framework that improves accuracy under severe degradation by using flow-matching prior rectification and uncertainty-aware residual encoding. AI-generated summary Text image super-resolution (Text-SR) requires more than… 16 The Information — AI news-outlet 1mo ago Anthropic Flexes Pricing Power as Its Customers Willingly Eat the Cost Anthropic’s revenue growth is unprecedented. Newer Anthropic customers such as PagerDuty are a big part of the reason. Eric Johnson, chief information officer at PagerDuty, which helps software engineers respond to tech outages, said he is bracing for volatile costs as his… 8 AI21 Labs official-blog 1mo ago Major outage at major provider lasted 4 hours yesterday A regional networking incident took several AI API services offline for ~4 hours; status pages have full timelines + RCAs. 35 arXiv — Machine Learning research 1mo ago Rotation-Preserving Supervised Fine-Tuning arXiv:2605.10973v1 Announce Type: new Abstract: Supervised fine-tuning (SFT) improves in-domain performance but can degrade out-of-domain (OOD) generalization. Prior work suggests that this degradation is related to changes in dominant singular subspaces of pretrained weight… 22 Hacker News — Front Page community 1mo ago Instructure pays ransom to Canvas hackers https://www.instructure.com/incident_update#:~:text=STATUS%2... https://www.nytimes.com/2026/05/12/us/canvas-instructure-hac... , https://archive.ph/HIkdn Comments URL: https://news.ycombinator.com/item?id=48103668… 34 NVIDIA Developer Blog official-blog 3mo ago NVIDIA IGX Thor Powers Industrial, Medical, and Robotics Edge AI Applications Industrial and medical systems are rapidly increasing the use of high-performance AI to improve worker productivity, human-machine interaction, and downtime... 13 Page 2 of 2 · 62 articles ← Newer
