by lucent | Aug 3, 2026 | Governance, Information Architecture, Optimization, Retrieval, Workflow |
Graduated context assembly is a practical method for matching the amount of surrounding information to the work being performed. Rather than treating context as either absent or fully assembled, it uses several levels of contextual depth. The central principle is...
by lucent | Aug 2, 2026 | Governance, Information Architecture, Retrieval, Workflow |
A context window is the working space available to an AI system during a conversation or workflow. It may contain instructions, messages, retrieved documents, tool results, examples, and other information needed for the current task. A token budget describes how much...
by lucent | Aug 2, 2026 | Accessibility, HTML, Retrieval, Structured Data, Workflow |
Knowledge representation is the practice of organizing information so that people and computer systems can understand, retrieve, connect, and use it. It concerns more than where information is stored. It also addresses how concepts are defined, how relationships are...
by lucent | Aug 2, 2026 | HTML, Retrieval, Web Design, Workflow |
A token is a discrete unit that represents something meaningful within a particular system. The represented thing may be a fragment of language, an element of source code, a credential, or a reusable design decision. The word remains the same across these fields, but...
by lucent | Aug 2, 2026 | Governance, Retrieval, Workflow |
A context window is the bounded amount of information an AI model can consider while producing a response. Its size affects what can be brought into an interaction, but capacity alone does not determine the quality of the result. Effective AI-assisted work depends on...
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...
