SourcesArcee Trinity Large — Open 400B Sparse MoE 13B ActivearXiv·high signal400B parameters, 13B active per token, 17 trillion tokens. SMEBU for MoE load balancing. Zero loss spikes with Muon optimizer. Largest open-source sparse MoE.SourceSource pagearXiv↳ Follow the threadStack layer / Threat patternOpen-Source Multi-Agent Firewall Intercepts Both HTTP(S) and WebSocket LLM TrafficarXivPolicy dependency / Threat patternPrismata Confines Cross-Site Prompt Injection by Treating Web Agents Like an XSS ProblemarXivStack layer / Update threadLarge Cancer Assistant: model-agnostic orchestration framework for oncology decision supportarXivStack layer / ContrastTRM-Raft Hardens Raft Consensus Against Byzantine Agents With Trust and ReputationarXivStack layerActivation Dispersion Predicts LLM Factual Reliability Before It AnswersarXivStack layerMCP-Grounded Agent Pipeline Converts Legacy Docs to NIST OSCAL for Continuous CompliancearXivStack layerSLORR Adds Stateless In-Training Low-Rank Regularization Without SVDsarXivStack layer / Threat patternAirflowAttack Fools Infrared Remote-Sensing VLMs With Physical PerturbationsarXiv