---
title: Curated Tuning Datasets — Activity Log
created: 2026-06-16
updated: 2026-07-15
type: log
status: active
namespace: curated-tuning-datasets
---

# Curated Tuning Datasets — Activity Log

> Append-only namespace log.

## 2026-07-15 refresh | Separate LKY Brain source from the applied avatar product

- Updated the LKY Brain / LKY Archive entity with its downstream relationship to `Projects/LKY Avatar/Index.md`.
- Kept corpus provenance, dataset publication, and adapter evidence here while routing voice, interaction, portrait, hosting, and fact-grounding status to the applied product context.
- Recorded the key trust lesson from live use: a reasoning-style adapter can still invent biography and dates, so style transfer is not factual grounding.

## 2026-06-16 create | Namespace scaffold initialized

- Created README, CLAUDE instructions, raw folder, index/log, and typed wiki folders.
- Source routing comes from `Wiki Compiler Maps/Namespace Wiki Compiler Map.md`.
- No Daily Notes were copied or compiled.

## 2026-06-16 update | Add LKY source inventory stub

- Created canonical project/source artifacts under `Projects/LKY Archive/`.
- Replaced `source pending` routing with real source paths.
- Added compiled entity `wiki/entities/lky-archive.md`.
- Updated namespace source roots and index.
- No scraping, data collection, or training work was performed.
- No Daily Notes were copied or compiled.

## 2026-06-16 update | Add LKY dataset readiness synthesis

- Added `wiki/syntheses/lky-dataset-readiness-map.md` so LKY notes compile under `curated-tuning-datasets` as requested.
- Kept readiness at `inventory-only`; no scraping, data collection, training, or training-safety claim was introduced.
- Updated namespace index.
- No Daily Notes were copied or compiled.

## 2026-07-10 update | Reconcile completed LKY Brain corpus, adapter, and eval

- Replaced the stale inventory-only entity/readiness state with verified repo, manifest, dataset, training, publication, and n=24 evaluation facts.
- Added `wiki/concepts/corpus-to-chat-transformation.md` for real-dialogue windows, instruction back-translation, assistant-only loss, temporal conditioning, and leakage controls.
- Added `wiki/concepts/dataset-recipe-publication.md` as the reusable source-pointer + hydration pattern.
- Preserved NAS rights limits, the no-transcript publication boundary, and the distinction between technical reproducibility and commercial/redistribution clearance.
- Routed the executed consumer-GPU QLoRA path to `local-ai-infrastructure` and the behavioral-eval contract to `eval-trace`.
- Kept LKY Brain in this existing namespace rather than creating a new one; promotion requires an ongoing independent corpus/release lifecycle.