by lucent | Aug 10, 2026 | Automation, Governance, Optimization, Retrieval, Workflow |
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...
by lucent | Aug 10, 2026 | Automation, Governance, Optimization, Retrieval |
A human-in-the-loop system combines automated processes with deliberate points of human review, interpretation, intervention, or approval. The goal is not to place a person inside every task. It is to identify where human judgment contributes meaningfully to quality,...
by lucent | Aug 6, 2026 | Automation, Governance, Optimization, Workflow |
Workflow refinement is the practice of improving how work is performed through repeated observation, thoughtful adjustment, and accumulated understanding. Rather than attempting to design a perfect process at the outset, people may refine workflows as practical...
by lucent | Aug 2, 2026 | Automation, Governance, Retrieval, Workflow |
Context reduction is the deliberate process of decreasing the amount of active information while preserving the meaning, relationships, and structure required for the current task. It is not simply a way to make documents shorter or fit more material into a limited...
by lucent | Jul 30, 2026 | Automation, Governance, Retrieval, Workflow |
Context persistence is the intentional preservation of information so it remains available across multiple interactions, executions, or sessions. It allows an AI-assisted workflow to continue from prior work without requiring people or systems to reconstruct every...
by lucent | Jul 30, 2026 | Automation, Governance, Information Architecture, Retrieval |
Tool selection is the process of matching each task in an AI-assisted workflow with the capability best suited to perform it. That capability may be a language model, search engine, retrieval system, database, calculator, API, code environment, memory system, or human...
