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Accessible Error Prevention and Recovery

Accessible Error Prevention and Recovery

by lucent | Oct 29, 2026 | Accessibility, Standards, Workflow | 0 comments

Accessible error prevention and recovery help people avoid mistakes, understand what went wrong, and continue without unnecessary loss of work. They concern more than whether someone can operate a control: the interface must also make the consequences, current state,...
Temporal Retrieval: Finding Information That Was True at the Relevant Time

Temporal Retrieval: Finding Information That Was True at the Relevant Time

by lucent | Oct 29, 2026 | Information Architecture, Retrieval, Workflow | 0 comments

Temporal retrieval is the process of finding information that fits the time relevant to a question. It considers not only what a source says, but when that information applied, when it was recorded, and which version supports the answer. The newest document may...
Retrieval Evaluation Sets: Testing Whether Search Actually Helps

Retrieval Evaluation Sets: Testing Whether Search Actually Helps

by lucent | Oct 29, 2026 | Automation, HITL, Retrieval, Workflow | 0 comments

A retrieval evaluation set is a structured collection of information needs, test queries, and judgments about which evidence would help answer them. It provides a repeatable way to examine whether a search system finds useful information—not just whether it can...
Retry Safety: Recovering Without Duplicating the Outcome

Retry Safety: Recovering Without Duplicating the Outcome

by lucent | Oct 29, 2026 | HITL, Workflow | 0 comments

Retry safety means recovering from an interrupted or unsuccessful attempt without creating unintended consequences. A safe retry preserves the intended outcome even when the system cannot fully observe what happened during the first attempt. This matters whenever a...
Automation Boundaries: Designing Responsible Transitions Between Human Judgment and Automation

Automation Boundaries: Designing Responsible Transitions Between Human Judgment and Automation

by lucent | Oct 29, 2026 | Automation, Governance, HITL, Optimization, Retrieval, Workflow | 0 comments

Automation boundaries define where responsibility passes between automated systems and human participants. They determine which activities a system may perform independently, which require human review, and which should remain under direct human control. These...
Human Approval and the Problem of Stale Decisions

Human Approval and the Problem of Stale Decisions

by Stephen James Hall | Oct 29, 2026 | HITL, Workflow | 1 comment

Human approval applies to a particular action under particular conditions. When those conditions change, an earlier approval may no longer authorize the action a workflow is about to take. A person may approve a document, deployment, payment, or publication correctly,...
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  • System Boundaries and Composition: How Parts Work Together
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