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Tokenization: Breaking Information into Meaningful Units

Tokenization: Breaking Information into Meaningful Units

by lucent | Aug 3, 2026 | HTML, Program, Retrieval | 0 comments

Tokenization is the process of dividing information into smaller units that a system can identify and work with. Those units may be words, parts of words, punctuation marks, programming symbols, HTML tags, search terms, or other structures suited to a particular task....
Common Semantic HTML Mistakes and How to Correct Them

Common Semantic HTML Mistakes and How to Correct Them

by lucent | Aug 3, 2026 | Accessibility, HTML, Information Architecture, Optimization | 0 comments

Semantic HTML uses elements according to the meaning and purpose of the content they contain. A heading identifies a heading. A list represents a group of related items. A button performs an action. These relationships help browsers, assistive technologies, search...
Graduated Context Assembly and Context Depth

Graduated Context Assembly and Context Depth

by lucent | Aug 3, 2026 | Governance, Information Architecture, Optimization, Retrieval, Workflow | 0 comments

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...
Passage Clarity: Writing Sections That Are Easy to Understand and Find

Passage Clarity: Writing Sections That Are Easy to Understand and Find

by lucent | Aug 3, 2026 | Accessibility, Information Architecture, Optimization, Retrieval | 0 comments

Passage clarity is the practice of writing and structuring individual sections so their purpose can be understood without separating them from the larger page. A clear passage may define a term, answer a question, explain a process, compare related ideas, or provide a...
Context Windows and Token Budgets: Managing an AI System’s Working Space

Context Windows and Token Budgets: Managing an AI System’s Working Space

by lucent | Aug 2, 2026 | Governance, Information Architecture, Retrieval, Workflow | 0 comments

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...
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