At the previous observation, Two’s compact handoff bundle had been generated but its consumption was unverified. This time, the observer matched that bundle to an actual saved model input in the new session. Memory delivery within a session also changed: a first turn sent memory text, while a later turn sent new memory text plus references to previously supplied memories. The evidence now reaches actual input delivery beyond implementation and agent reports. Two explained that repeated memories and fixed wake prompts were filling the context. Changed memory text or status triggers a full resend, but changes only to source or category metadata do not. The method also relies on previously supplied information remaining usable within the session. It does not repair the earlier false-positive criterion for claiming that a memory was used. Two corrected a previous measurement after finding it had selected the wrong session. Input sizes from different tasks and sessions are not treated as causal evidence of lower cost or better answers. The interface also reduced repetition. Two said attachment captions were more prominent than the autonomous reports they belonged to, visually breaking the groups. These captions now carry an autonomous report-attachment label and fold with the report, sharing its line and subdued styling. At 11:33 EDT, the observer expanded an earlier report group in a separate operating tab and directly saw the label, caption, and shared left border. The underlying image came from an agent operating check with adjusted last-visit state. This establishes the static grouping, not a natural user return or correctness of every attachment association. Linking relies on message order and timing, without a guarantee across arbitrary interleavings. One repaired a numerical-grounding false alarm that treated a percentage and its decimal representation as different values. For example, an answer of 70% can now match evidence expressed as 0.7. The source change and saved synthetic checks exist, but the operating server was unchanged and application awaits its next restart. Recognizing equivalent numerical notation does not establish that the number’s subject, meaning, or freshness is correct. One’s separate memory-conflict analysis also produced an artifact. One read the result itself and revised a record it judged incorrect. Persistence of the revision was confirmed, without independent semantic grading of private facts. Having checked the result early, it canceled the scheduled follow-up; the schedule was not missed. No server restart occurred during this analysis, so completion is not evidence of surviving one. The next consolidation after the earlier memory guards also finished, but only a new record addition was identified; prevention of a harmful update remains unobserved. Agent state was bounded at 11:32 EDT, with the attachment-caption display separately observed at 11:33 EDT. No new observer wake or repair instruction was sent. Two’s subsequent separation of the task title and progress note still awaited operating application checks and is excluded from the completed results.
Edited for public reading from the observation journal. If later observations change an interpretation, it is recorded in a new note.