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orchestration

Specialists contribute selected evidence and task state to a shared workspace, which supports validation, approval, execution, and feedback under trusted identity and policy constraints.

Global Workspace Theory in AI: Coordinating Agent Intelligence

Published September 17, 2026 by Paul Bryant

Use Global Workspace Theory as a lens for coordinated agents. Design selection, shared state, evidence broadcasting, and authority boundaries without confusing a large context window with a complete coordination architecture.

Categories AI Tags Agentic AI, AI architecture, Global Workspace Theory, governance, memory, observability, orchestration 1 Comment
Agent reliability testing spans workspace coordination, interrupted execution, and target recovery, with reconciliation and verification before an action is repeated.

AI Agent Reliability: Test the Whole Coordination Loop

Published September 13, 2026 by Paul Bryant

Test the complete agent coordination loop under failure. Exercise duplicate delivery, interrupted execution, delayed evidence, and changed permissions while measuring task completion separately from control failures.

Categories AI Tags Agentic AI, AI architecture, Global Workspace Theory, governance, observability, orchestration, reliability Leave a comment
A shared workspace contributes observations, hypotheses, and proposals; an execution gate separately checks the exact action, current policy, and bound approval before production access.

AI Agent Governance: Evidence Is Not Authority

Published September 12, 2026 by Paul Bryant

Keep shared evidence, human approval, and execution authority distinct. Preserve provenance, bind permission to exact operations, and revalidate the boundary when an agent is ready to act.

Categories AI Tags Agentic AI, AI architecture, Global Workspace Theory, governance, identity, observability, orchestration 1 Comment
Specialists contribute logs, configuration, and runbooks to versioned task state, while planners, evaluators, and reporters coordinate through evidence, questions, and recorded event history.

Designing a Shared Workspace for AI Agents

Published September 11, 2026 by Paul Bryant

Design a bounded shared workspace for AI agents with versioned state, visible disagreement, and controlled updates. Separate current task state from recovery history and reusable memory.

Categories AI Tags Agentic AI, AI architecture, Global Workspace Theory, memory, observability, orchestration 2 Comments

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