# Approval Record — AI workflows for creators: what to actually do this week

- **Content type:** Newsletter issue
- **Workflow:** newsletter-research-desk
- **Tool:** —
- **Generated at:** 2026-06-18T09:12:00Z
- **Approved by:** Grzegorz (creator)
- **Approved at:** 2026-06-18T09:47:00Z
- **Final decision:** Approved

## AI used for
- Source scoring (relevance / credibility / freshness)
- Draft outline generation
- Repurposing plan drafts (LinkedIn, X, short video)

## Sources reviewed
- https://example.com/creator-ai-survey
- https://example.com/ai-creator-trust
- https://example.com/creators-building
- https://example.com/local-llm
- https://example.com/automation-thread

## Review checklist
- [x] Claims fact-checked
- [x] Voice matches creator profile
- [ ] Sponsor / affiliate disclosure applied

## Notes
Two sources were flagged `needs check` at the Approval gate:
- **A homelab guide to running local LLMs** — cost claims verified against the linked benchmarks; kept in the outline with a caveat sentence.
- **Thread: my newsletter automation stack** — reframed as one operator's experience, not a general recommendation.

No sponsor / affiliate content this issue, so the disclosure box stays unchecked. Repurposing drafts were held until the outline was approved; nothing was published from this run.

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_This is a review record for your own approval trail. It is not legal advice and does not certify FTC, SB-942, or other regulatory compliance — check your own obligations._