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# Scope Log
Use one row per reviewed scope so future runs know what was already checked and which topic caches were used.
## Scope Kinds
- `full-book`: whole-manuscript audits.
- `chapter`: one chapter file.
- `section`: one section-bounded slice of a chapter.
- `cross-book-topic`: terminology, naming, or other cross-chapter review.
- `follow-up-fix`: incremental correction after a previous review.
- `structure`: rename, move, delete, or navigation repair work.
## Column Guide
- `Scope ID`: stable identifier for the reviewed slice.
- `Scope kind`: one of the kinds above.
- `Files`: affected files or chapters.
- `Topic IDs`: reusable topic caches consulted or updated.
- `Last reviewed`: date of the latest pass.
- `Review mode`: `full`, `incremental`, `research-only`, `edit-follow-up`, `structure`, or similar.
- `Cache result`: short status such as `reused`, `partial-refresh`, `new-topic`, `stale-pending`.
- `Next action`: what still needs a refresh or follow-up.
- `Notes`: concise summary of why this row exists.
| Scope ID | Scope kind | Files | Topic IDs | Last reviewed | Review mode | Cache result | Next action | Notes |
|---|---|---|---|---|---|---|---|---|
| fbr-2026-04-11 | full-book | book/00–25, readme.md | anthropic-claude-family, openai-gpt5-family, google-gemini-gemma, alibaba-qwen, deepseek-family, xai-grok, meta-llama, zhipu-glm, minimax-m27, mcp-ecosystem, slm-edge, hybrid-architectures | 2026-04-11 | full | new-topic (all 12 topics created) | Refresh fast-class topics by 2026-05-11 | First full-book review. 8 research passes, 5 fact-check passes, 4 synthesis briefs, 4 editor passes, 1 structure pass. ~64 actionable findings, ~56 resolved. Validation clean. |
| ta-muse-spark-2026-04-11 | section | book/24_landscape_2026.md | meta-llama | 2026-04-11 | topic-addition | partial-refresh | Revisit when Meta publishes Muse Spark architecture/benchmarks | Added Meta Muse Spark (closed multimodal LLM, MSL, April 2026) to Ch.24 text. No table entry — no quantitative data available. Source: about.fb.com/news/2026/04/introducing-muse-spark-meta-superintelligence-labs/ |
| fbr-2026-04-11-b | full-book | book/00–25 | anthropic-claude-family, openai-gpt5-family, google-gemini-gemma, alibaba-qwen, deepseek-family, xai-grok, meta-llama, zhipu-glm, minimax-m27, mcp-ecosystem, slm-edge, hybrid-architectures | 2026-04-11 | full | reuse_cache (all 12 topics) | Refresh fast-class topics by 2026-05-11 | Second full-book review. 6 FC passes, 3 CA passes, 2 synthesis, 16 editor passes, 1 structure pass. 55 actionable findings after dedup (16 major, 39 minor), all resolved. Key fixes: Gemini audio pricing recalc (Ch18), guardrails dedup (Ch15↔Ch13), stale URLs (Ch22), DSA expansion (Ch24), CoT dedup (Ch03↔Ch09), ~100+ hyperlink conversions, glossary expansion (Ch25), Jamba 2 param hedging (Ch02/Ch05). Validation clean. |
| rfu-2026-04-15-llm-mechanics | follow-up-fix | book/02, book/03, book/12, book/19, book/21 | interpretability, rag-evals, post-training, serving-runtime | 2026-04-15 | edit-follow-up | new-topic | Consider cross-linking into Ch13 / Ch24 on next pass | Targeted research refresh on LLM mechanics: circuit tracing added to Ch02/03, CRAG + RAGChecker + ClashEval integrated into Ch12/03, ORPO/KTO/SimPO + online RLHF added to Ch19, disaggregated prefill metrics clarified in Ch21. Pending: optional multimodal follow-up in Ch18. |