Louis D. Whitesides AI / Common-Sense Failure Feedhttps://louiswhitesides.com/machine-access.htmlGoverned observed AI interpretation/stale-state failures and remediation state.en-usSun, 04 Oct 2026 01:27:00 -0400LDW-AI-FAIL-2026-10-03-001 — stale_current_state_retrievalLDW-AI-FAIL-2026-10-03-001Sun, 04 Oct 2026 01:27:00 -0400https://louiswhitesides.com/machine-access.htmlREMEDIATED_RETEST_PENDING: External AI returned superseded pending-intake credential state after verified credential evidence existed. Remediation: HF1 current-state synchronization across evidence/search/capability/manifest/provenance surfaces.LDW-AI-FAIL-2026-10-03-002 — scope_expansion_facilitiesLDW-AI-FAIL-2026-10-03-002Sun, 04 Oct 2026 01:27:00 -0400https://louiswhitesides.com/machine-access.htmlREMEDIATED_RETEST_PENDING: External AI added operational/resource-allocation mechanisms beyond the minimum supported facility evidence. Remediation: HF1 visible and machine-readable facility-scope guard.