arXiv:2608.30520v1 Announce Type: new Abstract: Automated material handling systems in semiconductor fabs are operated by a material control system (MCS)…
Category: AI
Perplexity Introduces PII-TRACE Benchmark and PII-Tracer On-Device Detector
Perplexity on September 1, 2026, introduced PII-TRACE, a benchmark for evaluating detectors of personally identifiable information, and PII-Tracer, a…
ScienceArena: Benchmarking LLMs on Latest Scientific Olympiad Competitions
arXiv:2608.30517v1 Announce Type: new Abstract: Benchmark saturation and data contamination increasingly obscure genuine scientific reasoning in frontier…
Developing Enterprise Frontier Safeguards with our customers
Today we’re announcing Enterprise Frontier Safeguards (EFS), a solution that combines the privacy of zero data retention (ZDR) with state-of-the-art…
CM2: Multimodal Cultural Reasoning via an Integrated Multi-Agent Framework
arXiv:2608.30498v1 Announce Type: new Abstract: Multimodal Large Language Models (MLLMs) have shown remarkable success in STEM domains, where progress is…
EvoSkill Injection: Red-Teaming Autonomous Skill Generation and Evolution in Self-Evolving Agents
arXiv:2608.30429v1 Announce Type: new Abstract: LLM-based agent systems increasingly adopt skill-based architectures to reduce repetitive reasoning costs…
DERELAB: Probing Defeasible Reasoning and Confirmation Bias in LLMs with a Generative Benchmark
arXiv:2608.30413v1 Announce Type: new Abstract: Defeasible reasoning is a type of reasoning where inferences are drawn from plausible current evidence,…
Dense Clinical Contrasts Enhance Medical Knowledge Updating in Large Language Models
arXiv:2608.30405v1 Announce Type: new Abstract: Medical knowledge changes continually, making large language models vulnerable to relying on outdated yet…
John Deere Puts JD AI Assistant Into Operations Center
John Deere introduced JD, an artificial intelligence assistant built into its Operations Center platform, on September 1, 2026, opening an Early Access…
Scaffolding Foundation Models into Physical-World Agents Pushes the Frontier of Long-Horizon Navigation
arXiv:2608.30396v1 Announce Type: new Abstract: Long-horizon physical-world agents must reason over distant goals while grounding decisions in reliable…