ResearchSplitAgent: Privacy-Preserving Distributed Architecture for Enterprise AgentsarXiv·high signalXBlueskyLinkedInCopy linkSplits agent execution between enterprise privacy agents and cloud capability agents. Addresses MCP/A2A assumption of complete data sharing.SourceSource pagearXiv↳ Follow the threadThreat pattern / ContrastBlueSTAR runs tiered autonomous cyber defense on two live enterprise IT/OT rangesarXivStack layer / Update threadMarket Concentration Barely Changes Model Collapse: Pushing One Model to 90% Share Moves Five-Generation Endpoints a Few PercentarXiv 2609.11146Stack layer / Update threadAn Unlearning Audit of 263 Released Checkpoints Finds 47 Move Past Their Own Seed Spread Just by Refitting Batch-Norm StatisticsarXiv 2609.11490Stack layerORCH Shows Org-Chart Design Beats Model Scale for 50-Agent Embodied Teams, Adding 63.97% to Mission ScorearXiv 2609.11737Policy dependency / Stack layerHolding Back Ready Agent Turns Instead of Releasing Them Eagerly Cuts P95 Workflow Latency up to 3.50xarXiv 2609.10964Stack layerAgent Benchmarks Carry a Double Measurement Confound: Moving Execution Decisions Off the Scaffold Turns a Flat Leaderboard Into a SpectrumarXiv 2609.09218Stack layerMaP-WAM stores robot memory as completed segment records and turns them into plans, rather than replaying full historyarXiv (2609.11561)Stack layerScore retrieval sufficiency structurally before generation, not from the model's own confidencearXiv 2609.11023