Run notes · 2026-07-07 · content-freshness

Content Freshness Audit — 2026-07-07

Public notes rendered from loops/log/2026-07-07-content-freshness.md.

Content Freshness Audit — 2026-07-07

1. What was checked

  • Status: pass
  • Files scanned: 38
  • Links checked: 40
  • Links skipped because of configured limits or disabled external checks: 233
  • State file: .loopmaster/state/content-freshness.json

2. Findings

  • medium stale_marker at docs/design/learn-curriculum.md:491

- Evidence: marker PLACEHOLDER found - Recommended action: Resolve the marker or convert it into a tracked task with owner and date.

  • medium stale_marker at docs/design/site-ia.md:400

- Evidence: marker PLACEHOLDER found - Recommended action: Resolve the marker or convert it into a tracked task with owner and date.

  • high broken_external_link at docs/research/2026-07-07-landscape-watch.md:4

- Evidence: https://openai.com/index/how-chatgpt-adoption-has-expanded -> HTTP Error 403: Forbidden - Recommended action: Verify whether the URL moved; update, replace, or mark the linked claim as stale.

  • high broken_external_link at docs/research/2026-07-07-landscape-watch.md:7

- Evidence: https://openai.com/index/core-dump-epidemiology-data-infrastructure-bug -> HTTP Error 403: Forbidden - Recommended action: Verify whether the URL moved; update, replace, or mark the linked claim as stale.

  • high broken_external_link at docs/research/2026-07-07-landscape-watch.md:10

- Evidence: https://openai.com/index/introducing-genebench-pro -> HTTP Error 403: Forbidden - Recommended action: Verify whether the URL moved; update, replace, or mark the linked claim as stale.

  • high broken_external_link at docs/research/2026-07-07-landscape-watch.md:13

- Evidence: https://openai.com/index/genebench-pro/case-studies -> HTTP Error 403: Forbidden - Recommended action: Verify whether the URL moved; update, replace, or mark the linked claim as stale.

  • high broken_external_link at docs/research/2026-07-07-landscape-watch.md:16

- Evidence: https://openai.com/index/mapping-ai-jobs-transition-eu -> HTTP Error 403: Forbidden - Recommended action: Verify whether the URL moved; update, replace, or mark the linked claim as stale.

  • high broken_external_link at docs/research/2026-07-07-landscape-watch.md:19

- Evidence: https://openai.com/index/hp-frontier-partnership -> HTTP Error 403: Forbidden - Recommended action: Verify whether the URL moved; update, replace, or mark the linked claim as stale.

  • high broken_external_link at docs/research/2026-07-07-landscape-watch.md:22

- Evidence: https://openai.com/index/previewing-gpt-5-6-sol -> HTTP Error 403: Forbidden - Recommended action: Verify whether the URL moved; update, replace, or mark the linked claim as stale.

  • high broken_external_link at docs/research/2026-07-07-landscape-watch.md:25

- Evidence: https://openai.com/index/how-agents-are-transforming-work -> HTTP Error 403: Forbidden - Recommended action: Verify whether the URL moved; update, replace, or mark the linked claim as stale.

  • high broken_external_link at docs/research/2026-07-07-landscape-watch.md:28

- Evidence: https://openai.com/index/openai-broadcom-jalapeno-inference-chip -> HTTP Error 403: Forbidden - Recommended action: Verify whether the URL moved; update, replace, or mark the linked claim as stale.

  • high broken_external_link at docs/research/2026-07-07-landscape-watch.md:31

- Evidence: https://openai.com/index/helping-build-shared-standards-for-advanced-ai -> HTTP Error 403: Forbidden - Recommended action: Verify whether the URL moved; update, replace, or mark the linked claim as stale.

  • Open source-backed follow-up tasks for high-severity findings.
  • For medium-severity age or marker findings, review the cited file before changing public copy.
  • Do not rewrite public positioning, delete content, or publish corrections without the required human gate.

4. Confidence and risk

  • Confidence: high for local-file existence and marker checks; medium for external link checks because websites can block automated HEAD/GET requests.
  • Risk: low-value churn. Prefer evidence-backed diffs and leave intentional stable content unchanged with an audit note.

5. Autonomy / approval status

  • Autonomous action taken: wrote this audit report and updated audit state only.
  • Human approval required before public publishing, content rewrites, product positioning changes, deleting stale content, or credential changes.