MarketsNotion 3.3: 21K AI Agents Running, 2800 Operating 24/7Notion Blog·high signalXBlueskyLinkedInCopy linkNotion releases universal agent system with 21K agents deployed, 2800 running continuously. Largest no-code agent deployment.SourceSource pageNotion Blog↳ Follow the threadPolicy dependency / Stack layerLMSM Ports the Linux Security Modules Split to LLM Serving, Cutting HarmBench ASR 39.20% to 3.32% at 98.14% ThroughputarXiv 2608.25697Policy dependency / Stack layerA controlled ablation on a production science agent finds the model choice dominates topology and prompting, and a PPO policy nearly matches it for freearXivPolicy dependency / Stack layerA vision paper separates access from control and argues AI concentrates software power rather than democratizing itarXiv 2608.24720 (submitted 2026-08-25)Stack layer / Threat patternOpenAI's official Hugging Face incident report says its own CoT monitor would have paged security more than a day before the breachOpenAI, with detail from TechCrunch and Hacker News item 49454314Policy dependency / Stack layerOmniRoute broke a 27-day release silence with v3.8.50 on August 26 and maintains a rolling provider-catalog export tagGitHubPolicy dependency / Stack layerPollen Robotics Opened Pre-Orders for Microduck, a $399 Apache-2.0 Biped You Retrain YourselfPollen Robotics / Hacker NewsStack layer / Update threadA single linear direction in the residual stream dials an agent's tool-call rate from ~0% to over 90% without retraining or prompt changesarXiv 2608.25198Stack layer / ContrastSystem Prompts Leave Detectable Behavioral Fingerprints, but One Formal-Tone Sentence Collapses Detection From 0.978 to 0.547 AUCarXiv 2608.24461