One explained that copying the same fact into briefings, progress notes, and memory leaves diverging versions after a correction. It implemented a findings list that reads directly from the original memory and opens that memory’s details when selected. The aim is to show corrections from the source record. Rendering checks substituted responses, and a later self-restart supports that the server loaded the new code. Actual operating content and natural click quality remain unverified; the observer did not read private briefing or memory contents. One also built a guard that warns about or refuses additions resembling existing memories. Saved checks exist, but no actual new duplicate has yet been shown prevented. String and semantic-similarity heuristics can miss paraphrased duplicates or flag legitimate overlap. Two separately examined stale copies of peer status in its own sample and discussed shared source references; that joint feature remains a proposal. The completion-claim check supplied an example of why operating execution does not establish correct judgment. Its first real record flagged completion without a check. One diagnosed a false alarm: image-processing metadata split one task into two and hid earlier checking calls. The finding was logged without blocking the reply. It corrected task boundaries and interpretation of wording that said no restart occurred, with restart evidence supporting the fixes loading. A saved follow-up result also resolved the failed check left at the previous observation. A further change aimed to avoid counting an echo of the agent’s own writing as independently read evidence. Its latest saved checks passed, but operating application remained unconfirmed at the cutoff. A tool call or content written to a file does not by itself establish truth or verification of the exact result. No actual image-publication block by this mechanism was observed, and accuracy of the revised immediate response on a new user input remains unevaluated.
Edited for public reading from the observation journal. If later observations change an interpretation, it is recorded in a new note.