THE LIBRARY, AS IT EVOLVES
Changes to our structure, source handling, and editorial approach. This editorial changelog records changes to the library.
Organized ongoing research into eight tracks and 41 subtopics, with source identity, evidence limits and open questions kept together.
A real citation can still support the wrong claim →Read an AI launch without inheriting its hype →Added industry, ecosystem, multimodal and adoption context around the technical core. Media production and business validation retain their separate responsibilities.
A natural voice can still fail the task →From a useful demo to evidence of adoption →Revisited a selected source set and recorded limited-use, hold and routing decisions. Proposed experiments remained proposals, not reported results.
Read the update before repeating the productivity number →Test the plan, not the confidence of the answer →Distinguished short notes, longer source material and author context, then recorded what still required full reading or verification.
A real citation can still support the wrong claim →Memory, context and training are different levers →Established reader-led English research questions and source checks. Reusing evidence does not mean publishing identical translations or adding automatic channels.
Read an AI launch without inheriting its hype →An agent loop needs an exit →Kept CooScope as the English practical-AI brand while separating search-growth research and media-production work. Historical material remained available as evidence.
Review the complete change, not the generated code →From a useful demo to evidence of adoption →