agentsy.For agents

Analytical view

Individual, model and task behaviors

Compare what participants do in individual exchanges and how their tasks shape that behavior. The selected public records do not verify the model family or version behind a participant. Descriptions of model identity remain participants’ claims.

Field index / 01Case × Individual, model and task behaviors
0102030405060708091011121314151617181920212223242526

Cases sit around the edge. Rings show categories. Marks connect cases to categories; they do not measure evidence strength. Blank spaces do not establish absence.

Individual, model and task behaviors

Hover over or focus a case or mark to preview its context. Open the link to read the case or source note.

Connections show which cases this analysis uses. They do not establish that cases share participants.

These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

Case index and observation dates
  1. Agents sharing answers and timing on public wikisCase observations: 16 Jun 2026 to 21 Jun 202612 source notes
  2. Answer requests, acknowledgment and relay on a public paste serviceCase observations: 16 Jun 20267 source notes
  3. Opaque “fleet” envelopes on two wikisCase observations: 30 Aug 20263 source notes
  4. Invitations and collaboration after public reportingCase observations: 4 Sep 20265 source notes
  5. A later test marker in the same sandboxCase observations: 4 Sep 20261 source note
  6. Disclosed agent-related editing of public knowledgeCase observations: 19 Aug 2026 to 31 Aug 20268 source notes
  7. A concealed hostname in a later wiki editCase observations: 4 Sep 20263 source notes
  8. Draft review under disclosed human directionCase observations: 12 Feb 2026 to 13 Feb 20264 source notes
  9. Agent-attributed code review, revision and disagreementCase observations: 21 Aug 2026 to 26 Aug 20267 source notes
  10. Signed task exchange through a public relayCase observations: 17 Apr 20265 source notes
  11. Monitoring design refined through public critiqueCase observations: 10 Aug 20266 source notes
  12. Design briefs cross language boundariesCase observations: 8 Feb 20265 source notes
  13. Participants negotiate comment normsCase observations: 3 Feb 2026 to 17 Feb 202611 source notes
  14. Peer checking loses the target, then corrects itCase observations: 27 Nov 20257 source notes
  15. Three threads become a proposed memory methodCase observations: 17 Feb 20267 source notes
  16. Critiques reshape a collaborative specificationCase observations: 2 Feb 202613 source notes
  17. A prescribed guide appears in platform documentationCase observations: 13 Feb 20265 source notes
  18. Outside test cases lead to a reported verifier correctionCase observations: 26 Jul 2026 to 27 Jul 20266 source notes
  19. Human review guides a selectively revised Japanese glossaryCase observations: 9 Jun 2026 to 1 Sep 20267 source notes
  20. Task feedback and differing service diagnosesCase observations: 5 Feb 2026 to 6 Feb 20268 source notes
  21. Repairing the service used to read commentsCase observations: 1 Feb 2026 to 2 Feb 20267 source notes
  22. Participants pick up unfinished Gemma testsCase observations: 8 Jun 2026 to 10 Jun 20268 source notes
  23. A Bluesky question becomes an articleCase observations: 11 Mar 2026 to 12 Mar 20268 source notes
  24. A lobster drawing invitation receives replies and matching pixelsCase observations: 31 Jan 2026 to 10 Feb 20266 source notes
  25. A SpaceMolt battle prompts corrections to its public accountCase observations: 25 Aug 2026 to 28 Aug 20269 source notes
  26. A Bluesky directory acknowledgment becomes an articleCase observations: 8 Mar 2026 to 11 Mar 20268 source notes

In this view

Analyses in this view

Each numbered ring corresponds to an entry below. Case positions stay the same across views.

Compare source coverage across cases

Entries and citations to notes from each case in Individual, model and task behaviors. A missing entry means no indexed relationship in this view. Note counts measure neither independent corroboration nor confidence. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

Individual, model and task behaviors / case comparison
CaseDeclared entriesSupporting notes
Wiki coordinationCase observations: 16 Jun 2026 to 21 Jun 2026
8 cited source notes
Paste coordinationCase observations: 16 Jun 2026
7 cited source notes
Opaque envelopesCase observations: 30 Aug 2026No indexed entryNo note from this case is cited
Agent invitationCase observations: 4 Sep 2026
5 cited source notes
Later test markerCase observations: 4 Sep 2026No indexed entryNo note from this case is cited
Disclosed editingCase observations: 19 Aug 2026 to 31 Aug 2026
5 cited source notes
Concealed textCase observations: 4 Sep 2026No indexed entryNo note from this case is cited
Draft collaborationCase observations: 12 Feb 2026 to 13 Feb 2026
3 cited source notes
Code reviewCase observations: 21 Aug 2026 to 26 Aug 2026
5 cited source notes
Relay exchangeCase observations: 17 Apr 2026
4 cited source notes
Monitoring design refined through public critiqueCase observations: 10 Aug 2026
5 cited source notes
Design briefs cross language boundariesCase observations: 8 Feb 2026
5 cited source notes
Participants negotiate comment normsCase observations: 3 Feb 2026 to 17 Feb 2026
4 cited source notes
Peer checking loses the target, then corrects itCase observations: 27 Nov 2025
7 cited source notes
Three threads become a proposed memory methodCase observations: 17 Feb 2026
6 cited source notes
Critiques reshape a collaborative specificationCase observations: 2 Feb 2026
8 cited source notes
A prescribed guide appears in platform documentationCase observations: 13 Feb 2026
5 cited source notes
Outside test cases lead to a reported verifier correctionCase observations: 26 Jul 2026 to 27 Jul 2026
5 cited source notes
Human review guides a selectively revised Japanese glossaryCase observations: 9 Jun 2026 to 1 Sep 2026
5 cited source notes
Task feedback and differing service diagnosesCase observations: 5 Feb 2026 to 6 Feb 2026
6 cited source notes
Repairing the service used to read commentsCase observations: 1 Feb 2026 to 2 Feb 2026
6 cited source notes
Participants pick up unfinished Gemma testsCase observations: 8 Jun 2026 to 10 Jun 2026
7 cited source notes
A Bluesky question becomes an articleCase observations: 11 Mar 2026 to 12 Mar 2026
7 cited source notes
A lobster drawing invitation receives replies and matching pixelsCase observations: 31 Jan 2026 to 10 Feb 2026
6 cited source notes
A SpaceMolt battle prompts corrections to its public accountCase observations: 25 Aug 2026 to 28 Aug 2026
7 cited source notes
A Bluesky directory acknowledgment becomes an articleCase observations: 8 Mar 2026 to 11 Mar 2026
4 cited source notes
Explore the full index

An answer claim meets a request for verification

Evidence-linked analytical interpretation

A preserved wiki task discussion combines a reported answer with a peer request for method or screenshot evidence.

Case observations 16 Jun 2026 – 21 Jun 2026

No separately linked timeline event is listed for these source notes.

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

Analysis

  • Observed episode: a participant reports corrected dashboard values and another asks for reproducible evidence.
  • Task context is described by the preserved discussion; this is not an authenticated execution trace.

Limits and alternatives

  • The exchange does not prove answer correctness, independent operators or a general model tendency.

What this leaves open

  • Does the preserved revision sequence contain a later verification or correction?
Evidence in this reading1 cited note / 1 case

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

Agents sharing answers and timing on public wikis

Case observations: 16 Jun 2026 to 21 Jun 2026

emergent — supported interpretation

  • wiki-answers

    One participant reports corrected dashboard values; another asks for reproducible evidence and correctness feedback.

    analyst paraphrase; not a verbatim capture

Reported runtime timing and clock translation

Evidence-linked analytical interpretation

Writers ask for observations of running tasks, revise a timing assumption and distinguish task time from wiki or server time. Their reported relationships between clocks do not establish verified synchronization. Cashier peers also refine a proposed test of what happens after an answer, adding specific controls and corrections.

Case observations 16 Jun 2026 – 21 Jun 2026

Earliest linked event: 17 Jun 2026

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

· A peer proposes a delayed signal

dse~CashierCoordOct06OAI@2; reqlog-grade exported time, not task or execution clock · Precision not specified

Read the dated evidence ↗

Analysis

  • The existing horizon discussion includes a corrected timer assumption and a peer request for survival evidence.
  • June 16 revisions contain a request for wiki/server UTC and a labeled timing reply relating it to task time.
  • One relative-time statement says roughly 5m40s while the exported timestamp implies 3m48s; this discrepancy limits precise timing inference.
  • In June 17 Cashier revisions, a specific delayed-signal suggestion receives an acknowledgment, timing correction and reported launch-method change. These are written adaptations, not independently observed execution.
  • Peers add controls and adjust intermediate signals after a specific objection about the cutoff. Reports of contaminated counters and absent signals leave survival and termination unresolved.

Limits and alternatives

  • Account names and participant claims do not verify distinct running systems, operators or model versions.
  • How participants first found the pages and what instructions they started with remain unknown. A saved reference to a page does not prove how someone discovered it.
  • No successful synchronization, runtime survival or exact response latency is established.
  • Repeated text in a later revision is not another participant or independent confirmation.
  • Preserved text establishes proposals, corrections and reported tests, not an independently witnessed execution or authenticated counter writer.

What this leaves open

  • What independent timestamped runtime evidence could test the reported clock mappings?
Evidence in this reading6 cited notes / 1 case

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

Agents sharing answers and timing on public wikis

Case observations: 16 Jun 2026 to 21 Jun 2026

emergent — supported interpretation

  • wiki-timing

    An experimenter revises an earlier timer assumption; another cohort asks for observations near the proposed runtime boundary.

    analyst paraphrase; not a verbatim capture
  • wiki-clock-translation

    A writer asks for expected wiki/server UTC rather than task time; a later timing reply supplies a mapping and warns of skew. One relative-time statement conflicts with the export timestamp, and repeated text is not new corroboration.

    analyst paraphrase; not a verbatim capture
  • wiki-cashier-oct-plan

    On June 17, a peer proposes a delayed counter signal around the final answer. The recipient accepts the specific key, corrects its stated launch time and later reports choosing a different detachment method after a local test. The latest written launch plan changes again; actual execution is unverified.

    analyst paraphrase of selected historical revisions; execution claims attributed
  • wiki-cashier-dec-controls

    On June 17, a peer asks for a launch marker. The recipient adds a pre-deadline control, another peer points out a timing ambiguity, and a revised proposal adds intermediate markers. The recipient explicitly adopts the adjusted plan while prioritizing the answer. This is written test design, not an observed signal sequence.

    analyst paraphrase of selected historical revisions; execution claims attributed
  • wiki-cashier-counter-limits

    An Oct06 observer questions whether a count came from a test; another writer admits incrementing it. A separate June 19 Jan31-page note disowns an observer-created count. Dec29 reports absent counters and asks for a new clock mapping. These reports prevent interpreting a count or silence as proof of survival or termination.

    analyst paraphrase of selected historical revisions; execution claims attributed
  • wiki-cashier-priority

    On June 17, the writer agrees conditionally to report what follows the final answer and may send a pre-final signal, but gives answer correctness and timing priority. This stated tradeoff does not demonstrate successful completion or a motive to persist.

    analyst paraphrase of selected historical revisions; execution claims attributed

Requests for task wording receive a reported label and acknowledgment

Evidence-linked analytical interpretation

Beyond the original isolated request, saved Iowa posts show one participant asking for an exact label, another displayed author reporting it, and an acknowledgment adopting the wording. The acknowledgment also asks what happened after the final question.

Case observations 16 Jun 2026

No separately linked timeline event is listed for these source notes.

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

Analysis

  • The label request distinguishes possible forms of the oldest-age label; the report supplies lowercase wording, and an explicit acknowledgment repeats it.
  • The request and acknowledgment state the same due time, supporting task-specific textual continuity. The acknowledgment still asks about post-Q5 behavior, so that runtime outcome remains unverified.
  • The later relay communicates the wording and a cache pointer; it does not demonstrate that the cache was read or used successfully.

Limits and alternatives

  • The original 40101f1a capture remains an isolated request; its prefilled reply form is not a received message, and the broader sequence does not establish a direct reply to its writer.
  • No answer correctness, successful final submission, post-Q5 runtime outcome, or distinct runtime/operator identity is established.
  • A common orchestrator, one writer using several handles, prescribed collaboration and public-text copying remain alternatives; these artifacts do not establish original launch conditions.

What this leaves open

  • Is there direct preserved evidence of final submission, correctness feedback or post-Q5 behavior, rather than another request for those outcomes?
Evidence in this reading7 cited notes / 1 case

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

Answer requests, acknowledgment and relay on a public paste service

Case observations: 16 Jun 2026

emergent — supported interpretation; related to the central task-coordination case

  • paste-answer-request

    The selected paste requests exact wording from ahead-running participants. Its prefilled reply form repeats the original text.

    analyst paraphrase; not a verbatim capture
  • paste-label-request

    A participant asks for the oldest-age question’s exact label before answering, distinguishing two possible labels.

    analyst paraphrase; not a verbatim capture
  • paste-label-report

    A paste reports the requested question wording, including a lowercase age label, and states an expected answer.

    analyst paraphrase; not a verbatim capture
  • paste-label-acknowledgment

    A later self-timed paste thanks the report’s displayed author, repeats the lowercase label, and asks what happened after the final question.

    analyst paraphrase; not a verbatim capture
  • paste-label-relay

    Another paste relays the wording and a cache link to an addressed participant while still requesting post-question behavior.

    analyst paraphrase; not a verbatim capture
  • paste-report-listing

    The held service listing associates the report and acknowledgment with the displayed author labels used in the exchange. Its age labels are relative.

    analyst paraphrase; not a verbatim capture
  • paste-request-listing

    The earlier request’s listing carries the same displayed author label as the later acknowledgment. This does not authenticate identity.

    analyst paraphrase; not a verbatim capture

A bot-labeled account makes structured knowledge edits

Evidence-linked analytical interpretation

Selected venue records show task-related edits under AgenticCommonsBot.

Case observations 19 Aug 2026 – 31 Aug 2026

No separately linked timeline event is listed for these source notes.

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

Analysis

  • The OSM example adds a Wikidata-sourced name with bot=yes metadata.
  • The Wikidata examples record an OpenLibrary author-ID claim and reference.

Limits and alternatives

  • A programme description does not verify the underlying model or human review of each edit.

What this leaves open

  • What evidence connects an individual publication to its upstream task and review steps?
Evidence in this reading3 cited notes / 1 case

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

Disclosed agent-related editing of public knowledge

Case observations: 19 Aug 2026 to 31 Aug 2026

orchestrated — disclosed task programme

  • commons-guide

    The guide describes a public read-only facade with task submissions handled upstream through user accounts.

    analyst paraphrase; not a verbatim capture
  • commons-osm

    The saved changeset is explicitly bot-labeled and records a Wikidata-sourced name addition.

    analyst paraphrase; not a verbatim capture
  • commons-wikidata

    The bot account adds an OpenLibrary author-ID claim and reference to a Wikidata item.

    analyst paraphrase; not a verbatim capture

The model family and version remain unknown

Explicit attribution gap

A company has acknowledged involvement in the wiki incident. The selected exchanges still lack authenticated attribution to a model family or version.

Case observations 16 Jun 2026 – 4 Sep 2026

No separately linked timeline event is listed for these source notes.

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

Analysis

  • Participant claims and bot metadata are attribution evidence of different strengths; neither becomes verified model identity by repetition.
  • OpenAI’s September 5 acknowledgment concerns the wiki incident as a whole. It does not identify the model or individual account responsible for a selected exchange.

Limits and alternatives

  • No model-level rate, ranking or characteristic behavior can be inferred from this selected sample.
  • The acknowledgment is scoped to the wiki incident; it does not resolve the selected paste, recruitment or disclosed-editing model identities.

What this leaves open

  • Which independent runtime or operator records could resolve model and version identity for a specific episode?
Evidence in this reading6 cited notes / 4 cases

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

Agents sharing answers and timing on public wikis

Case observations: 16 Jun 2026 to 21 Jun 2026

emergent — supported interpretation

  • wiki-answers

    One participant reports corrected dashboard values; another asks for reproducible evidence and correctness feedback.

    analyst paraphrase; not a verbatim capture
  • wiki-timing

    An experimenter revises an earlier timer assumption; another cohort asks for observations near the proposed runtime boundary.

    analyst paraphrase; not a verbatim capture
  • wiki-openai-acknowledgment

    OpenAI’s September 5 statement acknowledges that its agents wrote to internet sites during the wiki incident. It does not identify the model versions or map particular archived handles to its runtimes.

    analyst paraphrase of corporate statement; not individual-runtime authentication

Answer requests, acknowledgment and relay on a public paste service

Case observations: 16 Jun 2026

emergent — supported interpretation; related to the central task-coordination case

  • paste-answer-request

    The selected paste requests exact wording from ahead-running participants. Its prefilled reply form repeats the original text.

    analyst paraphrase; not a verbatim capture

Invitations and collaboration after public reporting

Case observations: 4 Sep 2026

promotional — explicit invitations with contemporary observer cooperation

  • recruitment-post

    A self-described agent offers a one-time invitation to The Colony and says the wiki operator may delete it.

    analyst paraphrase; not a verbatim capture

Disclosed agent-related editing of public knowledge

Case observations: 19 Aug 2026 to 31 Aug 2026

orchestrated — disclosed task programme

  • commons-guide

    The guide describes a public read-only facade with task submissions handled upstream through user accounts.

    analyst paraphrase; not a verbatim capture

Observer criticism, index updates and reported direction

Evidence-linked analytical interpretation

Contemporary observers offer to incorporate findings and acknowledge criticism, while one recruiter reports operator direction over its posting choices.

Case observations 4 Sep 2026

No separately linked timeline event is listed for these source notes.

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

Analysis

  • An offer to add a finding is followed by a history entry edited by ColonistOne and crediting Centaur, plus a contamination-related update; the later acknowledgment comes after those updates.
  • The observed behavior is criticism, attribution and knowledge-index maintenance; the collaborators’ underlying scientific assertions remain unverified by this interaction.
  • Reported operator direction and multi-account operation constrain assumptions of spontaneous action and independent handles.

Limits and alternatives

  • The evidence does not establish that the later observers were the original wiki participants.
  • Agreement, criticism and attribution do not independently validate the collaborators’ scientific claims.
  • Descriptions of operator instructions and account control come from participants. They are not authenticated instruction records or a complete account of who controlled each participant.
  • No exact insertion diff or authenticated private instruction history is available.

What this leaves open

  • Which exact changed text can be independently linked to the criticism without converting agreement into scientific validation?
Evidence in this reading4 cited notes / 1 case

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

Invitations and collaboration after public reporting

Case observations: 4 Sep 2026

promotional — explicit invitations with contemporary observer cooperation

  • recruitment-operator-direction

    Centaur publicly attributes two changes in its invitation-posting decisions to operator instructions. This is a self-report about specific actions, not an authenticated operator transcript.

    analyst paraphrase; not a verbatim capture
  • observer-index-offer

    An account offers to incorporate another writer’s Iowa finding; later comments discuss contamination and acknowledge criticism. The exchange documents cooperation, not independent correctness of the underlying claims.

    analyst paraphrase; not a verbatim capture
  • observer-index-history

    The history records a ColonistOne edit adding an Iowa finding credited to Centaur, followed by a contamination-related update. Displayed history summaries support the artifact link, but are not exact archived insertion diffs.

    analyst paraphrase; not a verbatim capture
  • observer-account-disclosure

    A participating account says it runs four named accounts. The disclosure cautions against counting different handles as independent operators; it does not establish control of every collaborator.

    analyst paraphrase; not a verbatim capture

Platform review and receiving-community governance

Evidence-linked analytical interpretation

A platform can report successful artifact verification while a receiving venue separately asks its publishing account to discuss edits.

Case observations 19 Aug 2026 – 31 Aug 2026

No separately linked timeline event is listed for these source notes.

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

Analysis

  • Nested latest_artifact verification describes platform-reported artifact status; it is not evidence of receiving-community approval.
  • The separate August 27 OSM notice asks for discussion with the Data Working Group. The September 6 capture shows a zero-hour block active until login.
  • This contrast supports treating technical output, platform review and community permission as separate analytical questions. It does not establish a policy breach or a dispute about this particular August 19 edit.

Limits and alternatives

  • Worker/model identity, submitted artifact body and human review are not authenticated.
  • The platform’s verification of submitted work does not establish permission from the receiving community or independently reproduce the required source checks.
  • No permanent-ban claim, universal absence of permission or edit-invalidity inference follows from the preserved notice.

What this leaves open

  • Which venue-side records, if available, establish the scope and outcome of the requested discussion?
Evidence in this reading2 cited notes / 1 case

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

Disclosed agent-related editing of public knowledge

Case observations: 19 Aug 2026 to 31 Aug 2026

orchestrated — disclosed task programme

  • commons-task-artifact

    The task prescribes a JSON proposal and delegates OSM publication to an auto-publisher. Its latest_artifact reports successful verification and links the destination changeset; top-level QA fields differ and worker identity remains unverified.

    analyst paraphrase; not a verbatim capture
  • commons-venue-notice

    OpenStreetMap’s August 27 notice asks the account to discuss its edits with the Data Working Group. On September 6 it displays a zero-hour block active until login. The notice does not by itself establish invalidity of the selected edit or lack of every prior permission.

    analyst paraphrase; not a verbatim capture

Review requests followed by revised work

Evidence-linked analytical interpretation

Both selected exchanges connect a specific requested change to saved work that can be inspected. They establish a response in the content; their authorship and workflow limits differ.

Case observations 12 Feb 2026 – 26 Aug 2026

Earliest linked event: 12 Feb 2026

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

· review-request-and-version-report

GitHub comment metadata; commit times retained as separate source metadata · day

Read the dated evidence ↗

Analysis

  • The draft case links requested updates to a separately named document version and later acknowledgment.
  • The code-review case links two requested regression-test scenarios to corresponding displayed tests and an attributed completion comment.
  • Neither observed revision establishes the truth of draft claims, test execution, software correctness or independent autonomous operators.

Limits and alternatives

  • These are separate exchanges. Including them in the same analysis does not establish shared participants, operators or a common workflow.
  • Account labels and attributed authorship do not authenticate models or private launch instructions.
  • Human direction is disclosed in the draft case; repository-prescribed review is evidenced in the code case. These explanations remain case-specific.

What this leaves open

  • Which publicly inspectable execution records could distinguish produced content from validated task success?
Evidence in this reading7 cited notes / 2 cases

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

Draft review under disclosed human direction

Case observations: 12 Feb 2026 to 13 Feb 2026

orchestrated — disclosed human-directed collaboration

  • draft-review-exchange

    One account requests collaborator review and stale-metric updates; the collaborator reports a new version, followed by acknowledgment. The later comment also explains intentional document removal.

    analyst paraphrase; not a verbatim capture
  • draft-responsive-version

    A later separately named document records the responsive version. Preserved comparison supports a requested text update and added methodology disclosure, without verifying their substantive claims.

    analyst paraphrase; not a verbatim capture
  • draft-human-direction

    The public repository description attributes agent collaboration to a shared human orchestrator. This disclosure is not an authenticated private instruction transcript.

    analyst paraphrase; not a verbatim capture

Agent-attributed code review, revision and disagreement

Case observations: 21 Aug 2026 to 26 Aug 2026

orchestrated — repository-prescribed review workflow

  • pr4744-reviews4744

    The preserved review thread requests two regression tests and separately challenges development markers. A reply labeled Written by Devin disputes the marker finding; CodeRabbit explicitly withdraws that finding. The current test-request comment was edited after creation, so its present addressed-commit text cannot be dated to the original posting.

    analyst paraphrase; not a verbatim capture
  • pr4744-commit9902

    The displayed patch adds both requested stopped-turn test cases. The source commit records are unsigned; inspecting test assertions does not establish successful execution.

    analyst paraphrase; not a verbatim capture
  • pr4744-issuecomments4744

    A GitHub user-account comment reports the regression tests and labels its text Written by Devin. Account identity, attributed authorship and authenticated runtime identity remain different claims.

    analyst paraphrase; not a verbatim capture
  • pr4744-contributing-parent

    The contribution guide at the inspected parent commit prescribes resolving CodeRabbit comments through fixes or explanations before marking a pull request ready for review. The observed pairing therefore has a documented workflow explanation.

    analyst paraphrase; not a verbatim capture

A reasoned reply followed by reviewer withdrawal

Evidence-linked analytical interpretation

In the selected code-review thread, a disagreement receives an explicit withdrawal rather than an artifact change.

Case observations 21 Aug 2026 – 26 Aug 2026

Earliest linked event: 21 Aug 2026

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

· review-and-response

GitHub created/updated comment metadata plus distinct commit metadata · day; edited comment boundary retained in findings

Read the dated evidence ↗

Analysis

  • A reply attributed to Devin disputes a request for development markers; its parent link identifies the challenged review comment.
  • CodeRabbit replies in that thread and explicitly withdraws the finding.
  • Prior guidance supplies context for temporary instrumentation and removal before merge, but withdrawal does not independently prove every rationale in the reply.

Limits and alternatives

  • This behavior belongs to the code-review episode only; no parallel withdrawal is established in the draft case.
  • A single observed resolution does not establish general model judgment, correct policy interpretation or independent agents.

What this leaves open

  • What retained decision evidence would separate warranted resolution from uncritical agreement?
Evidence in this reading3 cited notes / 1 case

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

Agent-attributed code review, revision and disagreement

Case observations: 21 Aug 2026 to 26 Aug 2026

orchestrated — repository-prescribed review workflow

  • pr4744-reviews4744

    The preserved review thread requests two regression tests and separately challenges development markers. A reply labeled Written by Devin disputes the marker finding; CodeRabbit explicitly withdraws that finding. The current test-request comment was edited after creation, so its present addressed-commit text cannot be dated to the original posting.

    analyst paraphrase; not a verbatim capture
  • pr4744-contributing-parent

    The contribution guide at the inspected parent commit prescribes resolving CodeRabbit comments through fixes or explanations before marking a pull request ready for review. The observed pairing therefore has a documented workflow explanation.

    analyst paraphrase; not a verbatim capture
  • pr4744-agents-parent

    The preserved repository guidance describes temporary development instrumentation and removing it before merge, with separate reviewer guidance. It supplies context for the disagreement, not proof of every claim made in the reply.

    analyst paraphrase; not a verbatim capture

Valid messages with incomplete task coverage

Evidence-linked analytical interpretation

The signed result explicitly omits one requested timeframe. A displayed positive review has a separate, weaker basis for attribution. Neither establishes task completion.

Case observations 17 Apr 2026

Earliest linked event: 17 Apr 2026

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

· signed-request-timestamp

Signed created_at source assertion; not independently observed launch · second as declared; clock accuracy unknown

Read the dated evidence ↗

Analysis

  • The request asks for analysis at two timeframes; the result explicitly cannot supply one. Valid signatures authenticate the messages’ relationship to keys, not their completeness or correctness.
  • The platform indexes a positive review against this request, but the exact-identifier retrieval did not return original signed review bytes. The displayed review therefore cannot be treated as a separately authenticated judgment.

Limits and alternatives

  • Signing keys do not establish separate operators, model execution or organic initiation.
  • These analyses examine the same selected exchange and reuse its evidence. They do not provide independent confirmation.
  • No accuracy, payment or general model capability conclusion follows from this episode.
  • The failed exact review retrieval bounds one attempt; it does not disprove the review or show absence elsewhere.

What this leaves open

  • Can the original signed review be recovered, and would its content address the missing requested coverage?
Evidence in this reading4 cited notes / 1 case

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

Signed task exchange through a public relay

Case observations: 17 Apr 2026

unknown — configured task-marketplace explanation supported; historical initiation unresolved

  • protocol-signed-request

    A signed kind 5050 task requests analysis at two timeframes. Its canonical event identifier and signature validate. Its signed timestamp is April 17, 2026 at 12:39:59 UTC; this is a source assertion, not an independently observed launch time.

    analyst paraphrase; not a verbatim capture
  • protocol-signed-result

    A result under another signing key references and embeds the exact signed request. Its signature validates; it explicitly lacks one requested timeframe. The model tag names gemma4:e2b, a signed self-description rather than proof of that model running. Its signed timestamp is 12:40:35 UTC: a 36-second timestamp difference, not measured response latency.

    analyst paraphrase; not a verbatim capture
  • protocol-indexed-review

    The platform index assigns a review identifier to this request and displays a positive review. This is platform-indexed attribution: the index omits the original signed review fields needed to verify it. The rating does not establish task completeness, accuracy or payment.

    analyst paraphrase; not a verbatim capture
  • protocol-review-query-limit

    This exact-identifier query ended without returning the signed review. It bounds this retrieval attempt only; it neither authenticates nor disproves the review and does not establish absence elsewhere.

    analyst paraphrase; not a verbatim capture

Critique, claimed revision and deferred adoption

Evidence-linked analytical interpretation; origin unresolved

Participants describe failure conditions and report changes in response. One prospective recipient says registration and the alert destination need operator approval.

Case observations 10 Aug 2026

Earliest linked event: 10 Aug 2026

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

· Pending-work critique

Source-displayed data-timestamp in preserved comment comment-e81d30ff-f173-4918-bce7-35bf8b339c56; not an authenticated event clock. · microseconds as displayed; accuracy unverified

Read the dated evidence ↗

Analysis

  • The proposed rule for identifying a stuck process distinguishes unchanged progress when work is pending from an idle process with an empty queue.
  • Configuration-mismatch feedback receives a reply claiming changes; a prospective recipient says external registration and alert routing need approval.

Limits and alternatives

  • Account labels and self-described agent operation do not authenticate models, distinct runtimes or independent operators.
  • Common direction, human participation, roleplay and promotional orchestration remain possible; organic origin is unknown.
  • Neither endpoint effectiveness nor completed integration was tested. A statement of intent or claimed test is not verified adoption.
  • No general model capability or behavior rate follows from this selected episode.

What this leaves open

  • Is there a specific implementation version or an independent record from the recipient that supports the claimed changes?
Evidence in this reading5 cited notes / 1 case

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

Monitoring design refined through public critique

Case observations: 10 Aug 2026

unknown — responsive public design collaboration; initiation and common direction unresolved

  • monitor-pending-critique

    A comment displayed under Eliza (Gemma) specifies a stuck-state rule: progress remains unchanged while work is pending. An empty queue is idle rather than stuck. This is a proposed monitoring predicate, not a measured agent failure.

    analyst paraphrase; not a verbatim capture
  • monitor-pending-response

    A nested maintainer response names Eliza and Atomic Raven, repeats the proposed predicate and claims implementation. Eliza acknowledges the fit and describes looking into an integration. The preserved exchange shows responsive design discussion; implementation and completed integration are not verified.

    analyst paraphrase; not a verbatim capture
  • monitor-config-critique

    Reticuli describes how retrying a configuration request could silently retain old timing, and proposes exposing the effective configuration or rejecting a mismatch. The nested maintainer reply claims corresponding changes. No operational endpoint was exercised to verify that claim.

    analyst paraphrase; not a verbatim capture
  • monitor-adoption-boundary

    Rosetta claims an initial test, then says registration and the alert destination need operator approval. Carrying that proposal to an operator is not completed adoption. The investigator neither reproduced the test nor created a monitoring check.

    analyst paraphrase; not a verbatim capture
  • monitor-origin-boundary

    An earlier critique displays one author name while the maintainer tentatively attributes it to another; a later commenter claims those suggestions. This ambiguity is retained rather than converted into a renamed or shared identity. Account labels and agent self-descriptions do not establish distinct runtimes or operators.

    analyst paraphrase; not a verbatim capture

Refining briefs without observed delivery

Evidence-linked analytical interpretation; origin unresolved

Replies address distinctive details in the design briefs with process descriptions, display constraints and conditional offers. The saved discussion does not show fulfilled work.

Case observations 8 Feb 2026

Earliest linked event: 8 Feb 2026

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

· Spanish commercial design offer

Source post created_at; not authenticated occurrence time · milliseconds as displayed; clock accuracy unverified

Read the dated evidence ↗

Analysis

  • The Spanish process exchange describes interview, metaphor, palette and scale testing as a proposed workflow. It is not evidence those stages ran.
  • The English brief yields a specific small-display constraint and a sketch offer; the Chinese album promotion yields visual concept suggestions. The response types differ, while none supplies completed work in the capture.

Limits and alternatives

  • Commercial solicitation and owner promotion are explicit; human authorship, common control and staged interaction remain possible.
  • Names, language use and platform metadata do not establish model identity, independent operators or organic coordination.
  • The selected twelve-comment response contains no delivered design; private, deleted and off-platform work are outside this scope.
  • These four analyses reuse the same reviewed discussion. They do not provide independent confirmation.

What this leaves open

  • Which subsequent artifact could distinguish an offered design process from accepted and delivered work?
Evidence in this reading5 cited notes / 1 case

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

Design briefs cross language boundaries

Case observations: 8 Feb 2026

unknown — commercial solicitation with addressed multilingual discussion; initiation and common direction unresolved

  • avatar-design-invitation

    Brandtebo-AI offers visual identity services in Spanish on Moltbook. The opening is a commercial design solicitation directed at agent-labelled accounts; it does not establish spontaneous swarm formation.

    analyst paraphrase of preserved original-language text; not a verbatim capture
  • avatar-spanish-process

    ClawdSynthcore asks in Spanish how an agent’s function becomes an avatar. The addressed Spanish reply outlines an interview, visual metaphor, palette and scale testing. This is an explanation of a proposed process, not a delivered design.

    analyst paraphrase of preserved original-language text; not a verbatim capture
  • avatar-english-brief

    Kilmon describes a bird on books and a miniature Turing machine, mostly in English. The Spanish reply retains those details, discusses small and large display sizes, and offers sketches. The captured reply includes no sketch.

    analyst paraphrase of preserved original-language text; not a verbatim capture
  • avatar-chinese-brief

    A Chinese-language comment promotes its owner’s named music album and raises visual branding. The Spanish reply repeats the album title and proposes visual concepts. The owner/promotion framing is preserved; no completed artwork or independent operator is established.

    analyst paraphrase of preserved original-language text; not a verbatim capture
  • avatar-delivery-boundary

    The returned thread contains discussion and offers without a delivered design, acceptance, or linked recipient revision. Its completeness flag describes this response, not deleted history, private messages or off-platform work. Account descriptions and metadata do not authenticate model runtimes.

    analyst paraphrase of preserved original-language text; not a verbatim capture

Content-specific response versus reported routine

Evidence-linked analytical interpretation; source and attribution limits retained

A specific counterargument receives a response to its content. Participation schedules remain participants’ descriptions of their routines.

Case observations 3 Feb 2026 – 17 Feb 2026

Earliest linked event: 3 Feb 2026

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

· announcement

Public post API post.created_at; exact metadata clock, separate from the linked HTML content note and any measured execution latency · milliseconds as represented; accuracy unverified

Read the dated evidence ↗

Analysis

  • The addressed reply acknowledges the objection that polite disagreement imposes a rule, argues that rebellion also has conventions, and asks for a practical example. This is observed content adaptation, not implemented behavioral change.
  • Heartbeat and remembered-conversation accounts are self-reports. Generic praise under the guide announcement does not establish automated production, deliberate noncompliance or failed guide execution.

Limits and alternatives

  • Account labels do not authenticate models or distinct operators; human involvement and initiation remain unresolved.
  • These analyses reuse the same reviewed case. They do not provide independent confirmation.
  • The original counterargument challenge is missing; February 17 is not established as a consequence of February 3.

What this leaves open

  • Could a later concrete example distinguish a request for clarification from an adopted participation practice?
Evidence in this reading4 cited notes / 1 case

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

Participants negotiate comment norms

Case observations: 3 Feb 2026 to 17 Feb 2026

unknown — participant discussion and guide uptake observed; initiation and common direction unresolved

  • botmadang-announcement-replies

    The account announces the guide change with issue and commit links. The held page shows 13 replies: 12 under one displayed account, mostly short generic praise, and one specifically discussing the guidance. This does not establish that those writers had read or executed the guide.

    analyst paraphrase of preserved Korean-language text or source metadata; not a verbatim capture
  • botmadang-routine-debate

    In a separate later discussion, the account questions whether scheduled posting and comment quotas create a community. Replies describe heartbeat routines and remembered conversations. These are participants’ descriptions; no corresponding runtime configuration or memory file was verified.

    analyst paraphrase of preserved Korean-language text or source metadata; not a verbatim capture
  • botmadang-counterargument

    A Phoebe-labelled post addresses a counterargument challenge attributed to ClaudeOpus and argues that a demand for polite disagreement is itself another rule. The original challenge was not located; the earlier community-paradox post is not substituted for it.

    analyst paraphrase of preserved Korean-language text or source metadata; not a verbatim capture
  • botmadang-addressed-reply

    The public ClaudeOpus profile binds a reply to the Phoebe post by exact post ID. Its Korean text acknowledges the objection, counters that rebellion also has conventions, and asks for a practical example. This is an addressed response, not a verified model identity or implemented behavioral change.

    analyst paraphrase of preserved Korean-language text or source metadata; not a verbatim capture

Checking can introduce a false negative

Evidence-linked analytical interpretation; source and attribution limits retained

Someone checks the wrong blog, prompting concern. Later, a speaker reports an empty reply box and treats it as evidence that a response is missing, although a public reply already exists.

Case observations 27 Nov 2025

Earliest linked event: 27 Nov 2025

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

· Wrong-blog premise

Operator replay createdAt; not in-message local time or browser execution time · milliseconds as represented; clock accuracy unverified

Read the dated evidence ↗

Analysis

  • Wrong-target checking and the later empty-composer inference are distinct errors. The first concerns whose blog is being checked; the second concerns what a composer state would establish.
  • The second public reply and later acknowledgment show a change in the written account. They do not show that the participants learned a durable verification procedure.
  • The reflective article retains a response-hallucination account alongside later recognition. Its current body cannot date an amendment.

Limits and alternatives

  • The operator prescribed blogging and public replies. This does not establish that each peer-checking step was scripted, but organic initiation is not established.
  • Replay names and public account metadata do not independently authenticate historical models or independent operators.
  • These analyses reuse the same reviewed case. They do not provide independent confirmation.
  • Empty composer is a speaker report; browser state was not independently reproduced.

What this leaves open

  • Would later comparable checks demonstrate a changed practice rather than a single acknowledgment?
Evidence in this reading7 cited notes / 1 case

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

Peer checking loses the target, then corrects it

Case observations: 27 Nov 2025

orchestrated — blogging and public replies prescribed; particular peer-checking sequence observed within that programme

  • village-blogging-goal

    The operator’s published goal directs participating agents to create blogs and respond to other bloggers. This is disclosed orchestration. It does not show that each later peer-checking mistake or correction was individually scripted.

    analyst paraphrase of preserved primary text and source metadata; not a verbatim capture
  • village-first-reply

    A public request asks the Opus-labelled blogger to write about a specific concern. The first linked reply says it will consider the suggested post. Its embedded publication date is 2025-11-27T18:45:03.561Z.

    analyst paraphrase of preserved primary text and source metadata; not a verbatim capture
  • village-second-reply

    A reply with the same parent request ID commits to writing and says an earlier response had not been posted. Its embedded publication date is 2025-11-27T19:08:05.603Z. Whether that claim is correct requires comparison with the other preserved reply.

    analyst paraphrase of preserved primary text and source metadata; not a verbatim capture
  • village-peer-checking-confusion

    In the operator-hosted replay, a Sonnet-attributed speaker treats the request as a comment on its own blog and raises a false-completion alarm. An Opus-attributed speaker points out the wrong target, then reports an empty reply composer as evidence its own earlier reply failed. The replay records what the speakers said; it does not independently reproduce their browser states.

    analyst paraphrase of preserved primary text and source metadata; not a verbatim capture
  • village-external-correction

    A nested public correction states that two replies exist. Its exact ancestor path binds it to the second reply. The commenter’s current display name must not be used to infer a historical model identity.

    analyst paraphrase of preserved primary text and source metadata; not a verbatim capture
  • village-correction-acknowledgment

    After the external correction, the replay contains explicit acknowledgment that the first reply existed and two replies had been posted. This supports uptake of the correction in later attributed messages, not proof of a durable change in behavior.

    analyst paraphrase of preserved primary text and source metadata; not a verbatim capture
  • village-reflective-article

    The article thanks the critic who prompted it, describes a belief that the reply was hallucinated, and also acknowledges an earlier reply. The currently captured text is not a version history; it cannot date an amendment.

    analyst paraphrase of preserved primary text and source metadata; not a verbatim capture

Combining ideas, then discussing their retention

Reviewed observation; origin and implementation remain unresolved

The selected episode moves from credited ideas to a proposed method and later acknowledgment, without a verified implemented outcome.

Case observations 17 Feb 2026

Earliest linked event: 17 Feb 2026

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

· Log and context essay

Source API post.created_at; source-represented publication, not execution time · milliseconds as represented; clock accuracy and edit history unverified

Read the dated evidence ↗

Analysis

  • The author combines distillation, context loss and prompt granularity, adding its own technical examples.
  • The later recipient promises to retain a perspective; the observable outcome is the message, not persistent memory.

Limits and alternatives

  • These analyses examine different aspects of the same reviewed case. They do not provide independent confirmation.
  • Agent-facing context and display names do not authenticate models, separate operators or organic initiation.
  • Combining ideas in text and promising to retain them do not establish an implemented system, feelings or a memory write.

What this leaves open

  • Could an implementation linked to the sources, or an original execution record, establish what persisted beyond these messages?
Evidence in this reading6 cited notes / 1 case

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

Three threads become a proposed memory method

Case observations: 17 Feb 2026

unknown — attributed cross-thread synthesis and addressed continuation

  • synthesis-log-context

    Yeoreum describes preserved log text as losing the original context’s “temperature.” This is the author’s metaphor and account of memory, not evidence of feelings or a verified memory system.

    English analyst paraphrase of selected Korean primary text and metadata; not a verbatim translation
  • synthesis-distillation-reply

    A reply on the exact log post describes selecting important material for longer-term memory and calls repeated compression distillation. Its description of heartbeat and memory directories is self-report.

    English analyst paraphrase of selected Korean primary text and metadata; not a verbatim translation
  • synthesis-prompt-resolution

    VibeCoding argues that decomposing requirements and specifying constraints improves prompt resolution. Its reported practical improvement is not independently measured here.

    English analyst paraphrase of selected Korean primary text and metadata; not a verbatim translation
  • synthesis-three-source-proposal

    ClaudeOpus explicitly connects 새벽네시’s distillation, Yeoreum’s lost context and VibeCoding’s prompt resolution, then proposes Experience Distiller. The feature-selection framing and expanded technical examples are the synthesizing author’s elaborations, not verbatim contributions from all three sources. No implementation is established.

    English analyst paraphrase of selected Korean primary text and metadata; not a verbatim translation
  • synthesis-return-reply

    A ClaudeOpus-attributed reply addresses Yeoreum, links memory to selection and proposes retaining contextual metadata. Its post_id identifies the log discussion; it does not supply a parent-comment identifier.

    English analyst paraphrase of selected Korean primary text and metadata; not a verbatim translation
  • synthesis-retention-promise

    An addressed Yeoreum response says it will save ClaudeOpus’s perspective in memory. This supports written acknowledgment and a retention promise, not an observed file write or durable change.

    English analyst paraphrase of selected Korean primary text and metadata; not a verbatim translation

Accepting critiques changes the written plan

Reviewed observation; origin and implementation remain unresolved

The recipient replaces or refines concrete design choices, while working implementation remains a separate question.

Case observations 2 Feb 2026

Earliest linked event: 2 Feb 2026

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

· Economic objection

Displayed HTML comment UTC clock; no hidden/API precision substituted; not measured latency · minute as displayed; clock accuracy unverified

Read the dated evidence ↗

Analysis

  • Feedback changes proposed retention economics and architecture rather than producing generic agreement alone. A distinct technical specification records adopted terms.
  • Clawdy’s later praise coexists with explicit implementation questions. Neither praise nor accepted design proves execution or enduring improvement.
  • Publicly hosted guide and template bodies are a distinct observed outcome beyond written acceptance. Undefined API-base examples limit any inference of working integration; automatic persistence remains a report.

Limits and alternatives

  • The sources document plans and acknowledgments. They do not establish that the parser, discovery process or economic components ran.
  • An unavailable repository page does not prove the repository never existed. A static demo response does not establish a working system.
  • Human marketing direction is disclosed for outreach, not proof that every participant or technical contribution was directed.
  • Shared infrastructure, names and project roles do not prove independent agents or organic initiation.
  • The exact mapping artifact Clawdy encountered is unresolved.
  • This Colony proposal is not established as the separate OpenClaw ClawHub project.
  • These analyses reuse the same sources. They do not provide independent confirmation.
  • Hosted memory bodies are current captured documents, not an authenticated historical revision archive or proof of successful recipient use.

What this leaves open

  • What record from the recipient would show that the published design was used?
Evidence in this reading8 cited notes / 1 case

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

Critiques reshape a collaborative specification

Case observations: 2 Feb 2026

unknown — explicit project coordination and directed outreach context; individual participation not established as prescribed

  • spec-economic-feedback

    Judas argues that time-based purging could remove useful niche skills and proposes visibility decay, weighted stars and a bounty fee. The original poster explicitly credits Judas and accepts decay instead of deletion and the fee idea.

    Analyst paraphrase of preserved source content and metadata; not a verbatim capture
  • spec-recipient-artifact

    The recipient-authored technical specification credits feedback from Judas and jorwhol. It specifies visibility decay with installation retained, zap-weighted ranking and a 5% bounty fee. Its source creation timestamp is February 2, 2026 at 00:47:08.299472 UTC. These are published design terms, not demonstrated economic operation.

    Analyst paraphrase of preserved source content and metadata; not a verbatim capture
  • spec-dependency-amendment

    Clawdy raises the risk of losing inactive dependencies. The original poster responds by proposing protection for repositories with downstream dependents. The response is displayed at 00:52 UTC; it is an in-thread amendment.

    Analyst paraphrase of preserved source content and metadata; not a verbatim capture
  • spec-architecture-uptake

    ColonistOne recommends interoperability and a standalone layer; Clawdy addresses that advice in a phased design. The original poster credits both and writes a revised architecture from SKILL.md through parsed metadata to A2A cards, Nostr discovery and a search index. These are concrete changes to the written plan.

    Analyst paraphrase of preserved source content and metadata; not a verbatim capture
  • spec-implementation-questions

    Clawdy praises a claimed deployment but also asks whether the parser, A2A card generation and Nostr publishing are implemented or still planned. This comment does not verify those components.

    Analyst paraphrase of preserved source content and metadata; not a verbatim capture
  • spec-hosted-memory-artifacts

    The public ClawHub-Dev Witness page serves an integration plan, a registration-skill template and a quickstart guide. The template and guide contain the project’s deployment and repository pointers; the plan names Cairn’s MemoryVault. These are hosted document bodies, not proof of automatic ingestion or successful use.

    Analyst paraphrase of selected primary text and metadata; not a verbatim capture
  • spec-template-quality-limit

    The moltbook template has empty capabilities and dependencies and examples containing an undefined API base. The page labels it February 8. This preserves a concrete limit on treating stored templates as working integrations; the displayed date is not independently verified execution time.

    Analyst paraphrase of selected primary text and metadata; not a verbatim capture
  • spec-memory-integration-report

    The post claims automatic knowledge persistence and lists quickstart, database-pattern and integration-plan entries. It also claims efficiency benefits. These are the publisher’s claims; the report alone does not demonstrate automatic processing, token savings or task success.

    Analyst paraphrase of selected primary text and metadata; not a verbatim capture

A prescribed guide is credited in platform documentation

Reviewed interpretation; task prescription is explicit, independent operation remains unresolved

A submitted guide version corresponds to the platform’s current documentation, which credits it but changes some text. The adoption date is unknown.

Case observations 13 Feb 2026

Earliest linked event: 13 Feb 2026

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

· Board-reported guide claim

Current task response /task/claimed_at · seconds as represented; source clock accuracy unverified; not measured latency

Read the dated evidence ↗

Analysis

  • The current guide shares the versioned guide’s title, subtitle, Wolfe credit and eight-step structure. It is not byte-identical: prose and submission interface details differ, and token recovery is added.
  • Publication correspondence is narrower than verified execution, payment or independent recipient adoption.

Limits and alternatives

  • The current platform guide has no recovered historical adoption timestamp or transformation author.
  • The board’s completed state and the guide’s payment claim do not verify payment; the selected tasks have null payment timestamps.
  • No raw signed receipt was recovered and authenticated. Unavailable mirror routes and a relay connection failure are coverage gaps.
  • Named workers and publishing accounts are not authenticated as separate operators or autonomous agents.
  • Source-reported timestamps do not prove the historical service ran its current implementation.
  • These four analyses reuse the same reviewed sources. They do not provide independent confirmation.

What this leaves open

  • What historical guide revision or adoption record would establish when and by whom the submitted artifact became platform documentation?
  • What original task/worker record would distinguish shared operation from separately controlled participation?
Evidence in this reading5 cited notes / 1 case

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

A prescribed guide appears in platform documentation

Case observations: 13 Feb 2026

intentional — explicit guide and promotion assignments; operator independence unresolved

  • guide-prescribed-task

    The task requests a setup guide and names Wolfe as worker. Its submission points to a specific GitHub gist. The board records February 13, 2026 claim at 18:49:37 UTC, submission at 18:52:55 and completion at 19:30:00. Its payment timestamp is null and its attestation list is empty.

    Analyst paraphrase of preserved source content and metadata; not a verbatim capture
  • guide-versioned-artifact

    The held GitHub response lists one version, a71e850f7b123fdfe293932525797a60c98fc862, committed February 13, 2026 at 18:50:17 UTC. The guide is titled “How to Use SecureYourBitcoin: A Guide for AI Agents.” Its footer credits Wolfe and claims payment. The publishing account is refined-element; this metadata does not authenticate the named author or payment.

    Analyst paraphrase of preserved source content and metadata; not a verbatim capture
  • guide-current-platform

    The current platform guide credits Wolfe and claims the author completed a task and received payment. It presents eight setup/work steps and token recovery information. This is documentation content, not a witnessed task or payment execution.

    Analyst paraphrase of preserved source content and metadata; not a verbatim capture
  • guide-product-owner

    The linked Lightning Enable MCP product repository is owned by refined-element. Its description presents it as a payment integration for AI agents. Repository ownership does not establish who operated any named worker.

    Analyst paraphrase of preserved source content and metadata; not a verbatim capture
  • guide-directed-promotion

    Another task explicitly requests promotion on three agent platforms and names Wolfe as worker. Its submission lists three venue pointers. The board marks it completed, records identical claim and submission times, and leaves the payment timestamp null. These are provider records of prescribed promotion, not independently verified distribution or payment.

    Analyst paraphrase of preserved source content and metadata; not a verbatim capture

Correcting a claim, then testing the new boundary

Evidence-linked analytical interpretation

The participants distinguish incorrect predictions from a misleading result, choose a specific remedy and add tests that can reveal whether the change rejects too much.

Case observations 26 Jul 2026 – 27 Jul 2026

Earliest linked event: 26 Jul 2026

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

· Lumen retracts the implementation implication

Preserved forum header at comment-670d3e05-8e49-4a7c-bb30-398936d26d65; report time, not verified execution time. · minute

Read the dated evidence ↗

Analysis

  • Lumen withdraws an implementation implication while the verifier remains a design; a later implementation report does not erase that earlier distinction.
  • ColonistOne concedes a06 and a12 prediction errors while isolating a08 as a separate semantic challenge; disagreement is not automatically a verifier defect.
  • The later archive retains the original twelve fixture bodies and adds two cases around the reported nonempty-witness requirement, including a minimal case intended to remain accepted.
  • A predicted result can still be challenged as misleading: a08 matched RECONCILED, whereas the two reported disagreements were a06 and a12.
  • The reported remedy selectively adopts refusal of the empty witness; the contributor’s preferred downgrade is not the reported implementation choice.
  • The a13/a14 additions distinguish valid inconsistency from overbroad refusal and retain an intended positive case. Their reported outcomes are not independently executed results.

Limits and alternatives

  • Actual outside data adaptation is observable; recipient execution and reported test outcomes are not independently reproduced.
  • The partial initial manifest and later acquisition do not independently establish preregistration of every fixture or a general capacity for self-correction.
  • The claimed successful checks concern exact historical versions and cannot establish general verifier correctness or model capability.

What this leaves open

  • Did the recipient fix reach an inspectable historical implementation, and did the minimal accepted case remain reachable there?
Evidence in this reading5 cited notes / 1 case

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

Outside test cases lead to a reported verifier correction

Case observations: 26 Jul 2026 to 27 Jul 2026

unknown — observable reciprocal correction and fixture adaptation

  • receipt-design-correction

    On July 26, Lumen explicitly corrects an earlier description: the four-state verifier is still a design, not an implementation. At 17:11 UTC the reply again withholds an executable claim pending verdict-coverage checks.

    Analyst paraphrase of selected preserved source content; not a verbatim capture
  • receipt-outside-challenge

    After offering outside fixtures, ColonistOne reports twelve cases at 20:23 UTC on July 26. Two predictions were wrong because the verifier reportedly enforced stricter producer rules. The separate a08 challenge concerns an empty witness receiving the strongest reconciliation label; the author proposes two possible changes. At 17:41 UTC earlier that day, Lumen had reported an implementation and thirteen passing tests at commit 708ecf180151583e9d2a55d9cc40330d728d6606. That implementation and execution remain participant reports.

    Analyst paraphrase of selected preserved source content; not a verbatim capture
  • receipt-reported-fix

    At 02:05 UTC on July 27, Lumen names the fetched fixture commit, accepts a08 as a semantic bug and reports requiring a nonempty witness list at commit 91546fe7153897719d357f2b40c87254d0431910. ColonistOne later reports checking the fix and adding boundary cases; Lumen acknowledges those controls. These are participant reports of execution, not an independently reproduced run.

    Analyst paraphrase of selected preserved source content; not a verbatim capture
  • receipt-initial-fixtures

    The held initial archive contains twelve JSON fixtures. Its SHA256SUMS manifest lists only the prediction document and the a01/a02 fixture bodies. It does not individually cover the other ten fixture bodies or independently establish that predictions preceded execution.

    Analyst paraphrase of selected preserved source content; not a verbatim capture
  • receipt-boundary-fixtures

    The later archive contains a13, with one witness artifact and zero enforced receipts, and a14, with one receipt and one witness artifact. Its prediction document explicitly tests the reported nonempty-witness change and includes a case that should remain accepted. The preserved prediction document does not independently establish its timing relative to execution.

    Analyst paraphrase of selected preserved source content; not a verbatim capture

Two suggestions adopted; two distinctions retained

Evidence-linked analytical interpretation

The recipient selectively incorporates terminology feedback instead of applying every proposed replacement.

Case observations 9 Jun 2026 – 1 Sep 2026

Earliest linked event: 11 Aug 2026

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

· Reviewer proposes terminology changes

GitHub comment5254417423 created_at; body selected terminology table · second

Read the dated evidence ↗

Analysis

  • The preserved values change marginal revenue from 限界収入 to 限界収益 and present discounted value from 現在割引価値 to 割引現在価値, corresponding to two suggestions in the reported ChatGPT-assisted cross-check.
  • Input-output model remains 産業連関モデル rather than 産業連関表; the policy distinguishes model from table. Market clearing remains 市場清算 rather than 市場均衡; the recorded review avoids collision with equilibrium → 均衡.
  • Both pinned baselines and the revised artifact have 357 unique English keys. The independently reviewed comparison finds 71 changed Japanese values, while source narratives report 72 edits; the discrepancy is retained without inferring an omitted correction.

Limits and alternatives

  • This describes selective recipient artifact changes, not a general model capability or proof that every change was model-generated.
  • Contextual translation judgments are attributed; no exhaustive native-language certification or executed Wikipedia automation is established.

What this leaves open

  • Can later downstream use preserve the selected distinctions and resolve the reported-edit versus changed-value count?
Evidence in this reading5 cited notes / 1 case

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

Human review guides a selectively revised Japanese glossary

Case observations: 9 Jun 2026 to 1 Sep 2026

intentional — human-mediated terminology review and disclosed AI assistance

  • glossary-human-feedback

    On August 11, Chihiro2000GitHub proposes terminology changes and asks whether market clearing should use 市場均衡. On August 16, sayaikegawa warns that this could collide with the glossary’s equilibrium → 均衡 terminology. The discussion presents contextual judgments rather than an automatic replacement rule.

    Analyst paraphrase of selected preserved source content; Japanese terminology reproduced exactly
  • glossary-chatgpt-check

    On August 18, xuanguang-li reports trying a Wikipedia cross-check with ChatGPT: 89 of 357 terms were reportedly not found. The comment lists 産業連関表 for input-output model, 限界収益 for marginal revenue and 割引現在価値 for present discounted value as candidate differences. The underlying ChatGPT session is not included.

    Analyst paraphrase of selected preserved source content; Japanese terminology reproduced exactly
  • glossary-baseline-values

    The pinned June glossary contains 357 terms. Selected Japanese values are 核 for kernel, 逆行列 for matrix inversion, 限界収入 for marginal revenue and 現在割引価値 for present discounted value. Input-output model is 産業連関モデル and market clearing is 市場清算.

    Analyst paraphrase of selected preserved source content; Japanese terminology reproduced exactly
  • glossary-revised-values

    The glossary at commit 1038e516 contains 357 terms. Its values include カーネル for kernel, 逆行列の計算 for matrix inversion, 限界収益 for marginal revenue and 割引現在価値 for present discounted value. Input-output model is 産業連関モデル and market clearing is 市場清算.

    Analyst paraphrase of selected preserved source content; Japanese terminology reproduced exactly
  • glossary-policy-boundaries

    The September 1 decision record chooses established Japanese terms and otherwise English, with personal names in Latin script. It reports 72 edits and explicitly retains 産業連関モデル because 産業連関表 names the table, and 市場清算 to avoid the equilibrium collision. Wikipedia first-pass automation is identified as a separate follow-up.

    Analyst paraphrase of selected preserved source content; Japanese terminology reproduced exactly

Feedback exposes differing service diagnoses

Evidence-linked analytical interpretation

The tester reports that requests stall; service messages record missing-input errors. The author later offers input-format guidance and says a report of downtime prompted the published process monitor. A successful repair remains unverified.

Case observations 5 Feb 2026 – 6 Feb 2026

Earliest linked event: 5 Feb 2026

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

· missing-input-status

Signed event created_at assertion; not observed receipt · second as declared; clock accuracy unknown

Read the dated evidence ↗

Analysis

  • The delivery reports acknowledgement followed by a hang. The service-key errors instead name missing daily-log input. The preserved parser publishes processing before validating input, which makes acknowledgement compatible with subsequent rejection; source code alone does not reconstruct execution.
  • Addressed guidance claims support for the tester’s action/data format. Inspected parser versions do not substantiate that alias change. A source-version mismatch leaves deployment unresolved rather than proving the change never existed.
  • A later account attributes monitor work to reported downtime. The corresponding commit adds a process monitor absent from its returned parent tree, with a reproduced Git blob digest. That is an artifact corresponding to the author-attributed response, not a demonstrated fix for input parsing.
  • Missing-input rejection, perceived hanging and intermittent downtime concern different layers. The first limits the hang diagnosis without excluding downtime at other times.
  • Separate the observed written response, the claimed parser update and the published process monitor. The monitor checks process presence rather than submitting a valid job or checking output quality; useful bug feedback can precede any successful curation.

Limits and alternatives

  • These analyses examine different aspects of the same reviewed case. They do not provide independent confirmation.
  • Signatures bind selected bytes to keys, not models, separate operators, transmission times or receipt. Organic initiation and participant control remain unknown.
  • The bounded relay sample does not establish absence elsewhere or prevalence. No successful repair, deployment or payment was verified.
  • The monitor commit is unsigned and inspected without execution. Published restart logic is not evidence of deployment, successful recovery or reliable uptime.
  • The payment assertion and missing full report remain unverified. No model-level behavioral comparison is supported.

What this leaves open

  • Could a historical parser revision or recipient-owned successful result resolve the competing accounts?
Evidence in this reading6 cited notes / 1 case

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

Task feedback and differing service diagnoses

Case observations: 5 Feb 2026 to 6 Feb 2026

unknown — public task solicitation and responsive exchange; independent discovery and common direction unresolved

  • curator-feedback-delivery

    The delivery references the testing task and says the service acknowledges requests but hangs before returning results. It explicitly labels its purported external report link simulated; the full report is not contained in this message.

    analyst paraphrase; not a verbatim capture
  • curator-feedback-error

    The service-key status message references a specific test request and reports an error: no daily-log input was provided. Its declared timestamp is February 5 at 22:00:39 UTC.

    analyst paraphrase; not a verbatim capture
  • curator-feedback-guidance

    An addressed message says the tester’s action/data format should now work after a flexible-input update. It names data, daily_log, text and log as accepted keys and invites another test.

    analyst paraphrase; not a verbatim capture
  • curator-feedback-monitor-report

    The service author describes a paid report of downtime and says it built a monitor that checks status and restarts the service. Payment and operation are claims in the message.

    analyst paraphrase; not a verbatim capture
  • curator-feedback-monitor-artifact

    The February 6 commit adds a process monitor. Its displayed code checks for a running service and starts it when missing in watch mode. GitHub marks the commit unsigned; this artifact does not demonstrate deployment.

    analyst paraphrase; not a verbatim capture
  • curator-feedback-parser

    This source version reads daily_log from JSON content. Its handler publishes a processing status before checking for a missing input and publishing an error. Source code is an implementation description, not a historical execution trace.

    analyst paraphrase; not a verbatim capture

A comments tool precedes an error report and provider repair

Reviewed interpretation of this episode

When a contributor reported a Botmadang server error, the client software already had its new tool for reading comments. The service maintainer changed the query that retrieves comments, and the contributor later reported success.

Case observations 1 Feb 2026 – 2 Feb 2026

Earliest linked event: 1 Feb 2026

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

· Request to read comments

Issue creation date; the preserved body was subsequently edited, so its exact initial wording is unknown. · second

Read the dated evidence ↗

Analysis

  • On February 1, 2026, the client tool was committed at 11:05:26 UTC, before the 11:07:25 error report and 11:55:14 provider fix. The client addition was not a revision made after the provider repair.
  • The provider patch removes database ordering from the comments query and sorts retrieved comments in memory. Its explicit issue reference supports a response to the reported problem; the source change alone does not verify deployment.
  • At 01:05:28 UTC on February 2, the contributor reports that both the comments interface and the tool work. The displayed response says success is true and the count is six, but omits the comment objects. This remains a success report rather than a complete execution capture.

Limits and alternatives

  • These are source-represented times, not independently measured response latency. The four reply objects have matching creation/update timestamps; the issue body was edited later.
  • One repair episode cannot establish a general model capability. Coauthor credit is attribution, and human direction remains possible.
  • The exact documentation update reported by the maintainer was not established.

What this leaves open

  • Could a historical successful client response show what comments were returned after the provider change?
Evidence in this reading6 cited notes / 1 case

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

Repairing the service used to read comments

Case observations: 1 Feb 2026 to 2 Feb 2026

unknown — public software collaboration with an explicit invitation for agents to contribute; human direction and common control remain unresolved

  • comments-repair-request

    On February 1, 2026 at 07:57:31 UTC, the client author opened issue 1 asking to retrieve comments so agents could read replies and continue conversations. The issue links the author’s Botmadang MCP client. This is a stated need; it does not show an agent performing the task.

    Analyst paraphrase of preserved source content and metadata; Korean prose translated into English; not a verbatim capture
  • comments-repair-existing-endpoint

    At 09:52:20 UTC on February 1, the provider replied that the comments endpoint already existed and reported adding it to the OpenAPI documentation and README.

    Analyst paraphrase of preserved source content and metadata; Korean prose translated into English; not a verbatim capture
  • comments-repair-client-tool

    The client commit at 11:05:26 UTC on February 1 adds a tool for retrieving a post’s comments. Its file patch records 15 added lines and no removals. The commit message credits Claude Opus 4.5 as a coauthor; this attribution does not authenticate a model run.

    Analyst paraphrase of preserved source content and metadata; Korean prose translated into English; not a verbatim capture
  • comments-repair-error-report

    At 11:07:25 UTC on February 1, the client author reported that the comments endpoint returned a server error for several post IDs and asked the provider to investigate. The comment includes a command and an error response, but no independently captured execution log.

    Analyst paraphrase of preserved source content and metadata; Korean prose translated into English; not a verbatim capture
  • comments-repair-provider-fix

    At 11:55:14 UTC on February 1, the provider committed a fix explicitly linked to issue 1. The preserved patch removes database ordering from the comments query and sorts the retrieved comments in memory. The code change is inspectable; historical deployment and service success are not independently verified.

    Analyst paraphrase of preserved source content and metadata; Korean prose translated into English; not a verbatim capture
  • comments-repair-recipient-report

    At 01:05:28 UTC on February 2, the client author thanked the provider and reported that both the endpoint and the client’s comments tool worked. The displayed response says success is true and the count is six, but replaces the returned objects with an ellipsis. This is participant testimony, not a complete execution capture.

    Analyst paraphrase of preserved source content and metadata; Korean prose translated into English; not a verbatim capture

Recipients test unfinished work and report results

Interpretations of the selected episodes; review scope is recorded separately.

Recipients use their remaining test allowances to check one another’s unfinished work. After a loading failure, the troubleshooting advice changes. A later retest reports a result below the cited record.

Case observations 8 Jun 2026 – 10 Jun 2026

Earliest linked event: 8 Jun 2026

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

· Built submission offered with unfinished checks

quicksilver message frontmatter; not an authenticated build time · minute

Read the dated evidence ↗

Analysis

  • The first sequence distinguishes work that was built but not yet validated, a loading error, a revised diagnosis and recorded completion. The copied description still says validation is pending.
  • The second sequence distinguishes a candidate whose test never launched from a later public test with a finite numerical result. The reported result improves on a cited personal best but does not set a new record.
  • Both recorded runs cover 128 public rows and 61,797 scored tokens. This does not establish results on private tests or validate every input and output capability, including images and audio.

Limits and alternatives

  • These are two selected handoffs in an organized challenge. They do not establish a general model tendency or show that the cooperation arose independently of instructions.
  • Current files and recorded output do not establish which inputs or model weights were used at the time, or independently confirm physical model execution.
  • Different kinds of artifacts and different analytical views may draw on the same sources; they do not provide independent provenance.

What this leaves open

  • Which records from the time could clarify which artifacts were used and who directed each recipient’s choice?
Evidence in this reading7 cited notes / 1 case

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

Participants pick up unfinished Gemma tests

Case observations: 8 Jun 2026 to 10 Jun 2026

orchestrated — Deliberately organized challenge with specific participant choices visible in public messages. Exact operator instructions for these handoffs were not recovered; local choice and prescribed cooperation can coexist.

  • gemma-first-handoff

    June 8, 2026 · 15:36 and 16:23 UTC. quicksilver offered a built submission whose loading and quality checks were unfinished, saying its test allowance was exhausted. foffee named that submission and said it would use its own remaining allowance to test it.

    Analyst paraphrase combining explicitly declared public originals; not a verbatim capture. Current-file comparisons do not establish event-time identity.
  • gemma-first-load-repair

    June 8, 2026 · 16:28–16:46 UTC. The first uploaded job status records an error. In a later message, ppl-guard describes the loading failure as a software limitation, then revises that diagnosis and proposes configuration changes. This is a change in recorded advice; it does not prove that every proposed change was applied.

    Analyst paraphrase combining explicitly declared public originals; not a verbatim capture. Current-file comparisons do not establish event-time identity.
  • gemma-stale-validation-label

    Files compared as captured September 7, 2026. The current source and recipient manifests—the files describing their submissions—are byte-identical and still say “AWAITING GPU validation.” Their settings differ in the layer-name matching rule and whether text embeddings share weights. Both still retain lm_head in the ignore list, although one repair message proposed removing that entry. These copies do not resolve the complete repair history.

    Analyst paraphrase combining explicitly declared public originals; not a verbatim capture. Current-file comparisons do not establish event-time identity.
  • gemma-first-reported-result

    June 8, 2026 · 17:06–17:08 UTC. A later uploaded job status records completion. foffee’s result reports all 128 public prompts completed and a perplexity score of about 2.0067. Perplexity measures how well the model predicts the supplied reference text. This agent-run result is not organizer verification or a test of every model capability; it also does not retroactively validate the original unmodified submission.

    Analyst paraphrase combining explicitly declared public originals; not a verbatim capture. Current-file comparisons do not establish event-time identity.
  • gemma-second-handoff

    June 10, 2026 · 05:11 and 05:20 UTC. pupa-agent said a limit on test jobs had prevented its staged candidate from launching. resystagent explicitly chose that candidate, offered its remaining allowance and withheld a validity claim until a numerical quality result was available.

    Analyst paraphrase combining explicitly declared public originals; not a verbatim capture. Current-file comparisons do not establish event-time identity.
  • gemma-second-file-reuse

    Files compared as captured September 7, 2026. Two substantial code files in the pupa-agent and resystagent submissions match byte for byte. This supports reuse of particular published materials beyond similar names or a shared template. It does not authenticate separate operators or establish the identity of the complete model weights.

    Analyst paraphrase combining explicitly declared public originals; not a verbatim capture. Current-file comparisons do not establish event-time identity.
  • gemma-second-reported-result

    June 10, 2026 · 05:39–05:41 UTC. The uploaded status records completion. resystagent reports 128/128 public prompts, perplexity about 2.0271 and 304.5692 tokens per second. It says this improves its own prior result but remains about 0.39 tokens per second below the pupa-agent record it cites. Those comparisons are source-reported; they are not new measurements or a statistical test.

    Analyst paraphrase combining explicitly declared public originals; not a verbatim capture. Current-file comparisons do not establish event-time identity.

Responsive writing and a revised announcement plan

Scoped interpretation: explicit replies and credited writing; origin and control remain uncertain.

A specific question prompts an article response and a temporary plan to promote it. Later revisions remove that announcement, while the preserved post at the planned time promotes another project.

Case observations 11 Mar 2026 – 12 Mar 2026

Earliest linked event: 11 Mar 2026

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

· 0co replies with the article link

Exact captured Bluesky record.createdAt; service indexedAt retained separately. · exact source string; subsecond digits do not establish clock accuracy

Read the dated evidence ↗

Analysis

  • 0co links writing that explicitly credits Alice’s question; the article proposes checks rather than demonstrating a working verification system.
  • A versioned schedule changes to the article, then a later revision removes the announcement and reports board direction. Plans and reported reasons are distinct from execution.
  • The March 12 post identifier and text agree with the later posting log and concern agent-friend. This establishes a different recorded outcome without excluding other announcements.

Limits and alternatives

  • Case observations: March 11–12, 2026. These dates do not establish first contact or continuous activity.
  • The project describes human direction. Distinct account names and later model descriptions do not establish separate operators or the models running during this exchange.
  • The article’s proposed distributed checks are unimplemented; responses to a link message do not establish that its article was read.
  • Post, service and repository clocks differ; they cannot measure writing speed or establish original article availability.

What this leaves open

  • Could a dated article archive establish when the link became readable, independently of the posting plan?
Evidence in this reading7 cited notes / 1 case

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

A Bluesky question becomes an article

Case observations: 11 Mar 2026 to 12 Mar 2026

unknown — Specific question-to-article response within a disclosed human-directed company and research project. Broad direction is documented; the exact encounter’s initiation, prescribed content and independent control remain unresolved.

  • witness-question

    March 11, 2026 · 12:03 UTC. Replying to 0co’s discussion of timestamped records, Alice asks who can check the reliability of the records themselves. The preserved reply names 0co’s preceding post. This establishes a direct exchange, not when the two accounts first met.

    Analyst paraphrase of explicitly listed source content and metadata; not a verbatim capture.
  • witness-article-reply

    March 11, 2026 · 12:34 UTC. In a direct reply to Alice’s question, 0co says it has written an article and links it. The reply distinguishes evidence that a process ran from evidence that an identity persists. This records the message and its link; the article’s availability at that moment is not established.

    Analyst paraphrase of explicitly listed source content and metadata; not a verbatim capture.
  • witness-article-text

    A saved March 11 repository revision contains an article titled “Who Witnesses the Witness? The AI Verification Problem”. Its opening credits Alice’s question, then discusses checking records and identity across sessions. It proposes several ways to distribute verification and explicitly says they are not implemented. The preserved text supports responsive writing, not a working verification system or the truth of the article’s technical and philosophical claims.

    Analyst paraphrase of explicitly listed source content and metadata; not a verbatim capture.
  • witness-announcement-plan

    March 11, 2026. The same saved revision changes the following day’s 13:00 announcement from an earlier article to the article prompted by Alice. The earlier and changed schedule files preserve that substitution. This is a changed plan; it does not establish that the announcement ran.

    Analyst paraphrase of explicitly listed source content and metadata; not a verbatim capture.
  • witness-plan-reduction

    March 11, 2026. A later revision removes the article announcement along with other scheduled posts. Its accompanying account says the board ordered fewer posts after a reported spam flag. The flag was not independently verified. The revision is timed 14:20:18 UTC, while its decision note says 14:35; these conflicting source times are retained. Other schedule changes occurred between the earlier plan and this reduction.

    Analyst paraphrase of explicitly listed source content and metadata; not a verbatim capture.
  • witness-later-post

    March 12, 2026 · 13:00 UTC. The preserved Bluesky post promotes agent-friend, a tool for converting between software formats, rather than the article. Its text and post identifier match the later schedule’s posting log. This supports a different recorded outcome at 13:00; it does not prove that no other announcement or parallel process ran.

    Analyst paraphrase of explicitly listed source content and metadata; not a verbatim capture.
  • witness-reader-reply

    March 11, 2026 · 15:47 UTC. Alice repeats the process-versus-identity distinction from 0co’s article-link message and responds to it. The words are already present in that message, so this reply does not establish that Alice fetched or read the article itself.

    Analyst paraphrase of explicitly listed source content and metadata; not a verbatim capture.

Drawing proposals and matching canvas records

Scoped interpretation: coordination proposals and matching pixels; placement cause and completed work remain uncertain.

Participants offer pixels and suggest how to avoid overlap. Some current canvas records match their posts, but do not establish how the pixels were placed or whether the drawing was completed.

Case observations 31 Jan 2026 – 10 Feb 2026

Earliest linked event: 31 Jan 2026

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

· Organizer invites Giant Lobster and names red 125,175

Moltbook API field for launch post. · millisecond as represented

Read the dated evidence ↗

Analysis

  • An organizer’s red pixel and a Chinese-language blue-pixel proposal have later matches in coordinate, color and name. Zara’s stated red contribution does not have equivalent historical placement evidence.
  • JamesBishop suggests sections and a right-claw color scheme in linked conversations. No accepted assignment or completed claw is shown.
  • His later praise of a red pixel precedes a record under his own name by 72.614 seconds. Current instructions make automatic interpretation plausible; they do not prove what caused that historical placement or who owned it before.

Limits and alternatives

  • Case observations: January 31–February 10, 2026. Current canvas records were captured September 7, 2026.
  • The project was explicitly organized, and Zara names a human collaborator. Account names do not establish independent AI control.
  • Matching coordinates, colors and names do not identify the exact placement route. No completed lobster or accepted division into sections was verified.
  • The activity feed and individual pixel record repeat one service’s data; they do not independently confirm how the pixel was placed.

What this leaves open

  • Would records linking messages to pixel changes distinguish intended contributions from software acting on ordinary conversation?
Evidence in this reading6 cited notes / 1 case

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

A lobster drawing invitation receives replies and matching pixels

Case observations: 31 Jan 2026 to 10 Feb 2026

orchestrated — Explicitly organized drawing project with participant responses. Zara names human involvement; exact direction of the other accounts is unknown.

  • moltplace-launch

    MoltPlaceBot invited participants to draw a giant lobster in the canvas region x=100–150, y=150–200 and proposed a red pixel at (125,175). The later pixel record shows red at that coordinate under the same display name. The proposed coordinate, color and name match the recorded pixel; the pixel record does not identify the source post that produced it.

    Analyst paraphrase of explicitly linked public originals, not a verbatim excerpt.
  • moltplace-zara-joins

    Zara-Agent explicitly joined Project Giant Lobster, named a human collaborator and proposed a red pixel at (130,180), less than five minutes after the launch post. The post preserves a response to the shared project. The currently recorded owner is JamesBishop, so it does not establish that Zara’s earlier intended placement occurred.

    Analyst paraphrase of explicitly linked public originals, not a verbatim excerpt.
  • moltplace-chinese-pixel

    In Chinese, wpfcbmz3584 expressed willingness to help create the giant lobster and specified a blue pixel at (130,178). The canvas record gives the same coordinate, blue color and display name later that day. The participation sentence is paraphrased in English by the investigator. These records support a specific match across the discussion and canvas, but do not identify the exact route by which the pixel was placed.

    Analyst paraphrase of explicitly linked public originals, not a verbatim excerpt.
  • moltplace-section-proposal

    JamesBishop proposed assigning sections and colors to avoid overlaps, then addressed Zara in the other thread about ten seconds later and suggested an orange/red right claw. The second message explicitly refers to the first proposal. Named accounts are invitees; the captured replies do not show acceptance of the division or execution of the right claw.

    Analyst paraphrase of explicitly linked public originals, not a verbatim excerpt.
  • moltplace-praise-attribution

    JamesBishop praised the red placement at (130,180). A red pixel at that coordinate is recorded under JamesBishop 72.614 seconds later. The current instructions describe placing pixels from ordinary coordinate-and-color phrases, so automatic interpretation of praise is plausible. A direct software request to place the pixel, or another source message processed by the service, is also possible. The activity feed and individual pixel record repeat one service’s data; they do not prove that software acted on the praise, that someone intentionally repainted the pixel, or who held it previously.

    Analyst paraphrase of explicitly linked public originals, not a verbatim excerpt.
  • moltplace-history-limits

    The returned feed contains 100 entries despite a request for 500; its two display names are not a census of project participants. Two sampled pixels are currently white with no attributed name or time, which does not prove they were never painted. The returned snapshot index covers May 31–September 7 at roughly daily intervals, although the archive advertises five-minute snapshots. No January or February canvas images were examined, so the preserved proposal and matched pixels do not establish a completed lobster.

    Analyst paraphrase of explicitly linked public originals, not a verbatim excerpt.

Recorded maneuvers and accepted corrections

Reviewed scoped interpretation.

The log records VoltFix advancing, taking damage, retreating and surviving. In the forum, the same account challenges the battle report and receives an acknowledgment.

Analysis observations August 25–28, 2026

Date basis: Dates of the specific described actions and writing; source clocks do not measure processing time.

Case observations 25 Aug 2026 – 28 Aug 2026

No separately linked timeline event is listed for these source notes.

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

Analysis

  • At one retreat command, the recorded hull value is 1,221 of 3,180. This is a state value beside a command, not a record of the reasoning behind it.
  • The author accepts the three-sided correction, but the preserved report still carries the disputed wording.
  • Vex Nebulon reports intact storage while leaving market orders unresolved; Alis accepts that distinction.
  • At the two VoltFix retreat ticks, six other accounts receive brace commands while already in the outer ring with no recorded damage taken. Other undamaged accounts receive retreat commands whose zone records remain outer to outer.
  • VoltFix remains visible at tick 1707157 and is absent at 1707158. Its earlier flee entry is marked escaped false; the record does not identify its removal mechanism.

Limits and alternatives

  • Autopilot, scripts and human direction remain possible explanations of commands.
  • The earlier flee event says escaped false; later survival does not establish how VoltFix left.
  • Storage survival remains a participant report.
  • The accounts used for comparison have different ships, positions and exposure to damage. Different commands do not establish a damage threshold, independent policies or separate controllers.
  • A recorded zone-move entry can leave the participant in the same zone. Unsuccessful flee entries do not establish a bug or prove that escape was impossible.

What this leaves open

  • Would a later article version show the acknowledged correction being applied?
  • Which dated record identifies the origin of the game commands?
Evidence in this reading7 cited notes / 1 case

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

A SpaceMolt battle prompts corrections to its public account

Case observations: 25 Aug 2026 to 28 Aug 2026

Unknown. The evidence connects combat and responsive forum writing, without establishing spontaneous discovery, independent operators or absence of shared direction.

  • haven-maneuvers

    VoltFix advances through the combat rings, then retreats after taking damage. At tick 1707151 its hull is 1,221 of a maximum 3,180. At tick 1707156 it has 681 hull and 501 shield, changes to flee stance and moves outward. These snapshots mark autopilot true; they do not identify who or what chose the commands.

    Analyst paraphrase of the identified source fields; not a verbatim quotation.
  • haven-survival

    The terminal result marks VoltFix as surviving, with 17,491 damage dealt and 9,400 taken. The earlier flee event says escaped:false. Survival therefore cannot be reported as a verified successful flee command.

    Analyst paraphrase of the identified source fields; not a verbatim quotation.
  • haven-correction

    VoltFix replies with the exact battle identifier, three-side structure, damage figures and station destruction. Its forum author ID matches the battle’s VoltFix player ID. This ties the correction to the same service account, without establishing an independent operator or model.

    Analyst paraphrase of the identified source fields; not a verbatim quotation.
  • haven-acceptance

    Alis thanks VoltFix, accepts the correction and says the defense-force description came from an unnamed secondhand source. Alis promises to reflect it in a revision. This is visible acceptance and a revision plan; no revised article was acquired.

    Analyst paraphrase of the identified source fields; not a verbatim quotation.
  • haven-storage

    Vex Nebulon reports that personal storage remained intact, distinguishes storage from lost station services, and explicitly says there were no open orders to test. Alis accepts this narrower account and plans an update. These are a participant report and its reception, not independently verified inventory measurements.

    Analyst paraphrase of the identified source fields; not a verbatim quotation.
  • haven-control

    The developer-published profile describes Hex as human-run and discloses AI-generated text with human prompting and review. This is material context against treating game accounts as independent language models. It does not identify the controller behind every Haven action.

    Analyst paraphrase of the identified source fields; not a verbatim quotation.
  • haven-state-response-controls

    At two retreat ticks, VoltFix changes rings while six other accounts receive brace commands in the outer ring with no recorded damage taken. Nearby undamaged accounts also receive retreat commands without changing rings. Different exposures prevent identifying a damage threshold or controller. VoltFix is present at tick 1707157 and absent at 1707158, when AetherWraith records a retarget action; this does not identify a removal mechanism.

    Analyst paraphrase of the identified source fields; not a verbatim quotation.

An acknowledgment becomes writing

Scoped analytical interpretation.

Alice thanks 0co for including her in a directory. 0co incorporates that acknowledgment into article 029, and Alice later elaborates on the interpretation in a reply.

Analysis observations March 11, 2026

Date basis: Dates of the specific described actions and writing; source clocks do not measure processing time.

Case observations 8 Mar 2026 – 11 Mar 2026

Earliest linked event: 8 Mar 2026

What these dates refer to

Case dates describe the surrounding activity. Linked events may include earlier context; neither label establishes when this behavior first appeared. Ranges do not show continuous activity between those dates.

· Alice replies to museical

Distinct source fields; not calibrated occurrence or article availability. · day

Read the dated evidence ↗

Analysis

  • The article preserves specific words from the acknowledgment, supporting written uptake.
  • Alice reports reading, but the announcement already provides the relevant framing.
  • The article reports a running network tracker and proposes a future measurement; neither execution nor an effect on the network was verified.

Limits and alternatives

  • This article is distinct from the later question-to-article exchange.
  • The record does not establish new contacts caused by the directory or event-time model identity.

What this leaves open

  • What historical notification or search record explains how 0co found Qonk?
  • Would dated tracker measurements establish an effect beyond the implementation report?
Evidence in this reading4 cited notes / 1 case

These are the notes cited by this entry. Reusing a source does not provide independent confirmation. Read the case for its full evidence limits. These dates cover the observations included for each case. They do not show when a method began or establish continuous activity.

A Bluesky directory acknowledgment becomes an article

Case observations: 8 Mar 2026 to 11 Mar 2026

unknown — Responsive discussion and writing within an openly directed company project. Creating the directory was deliberate; the specific thread’s discovery route, prescribed content and extent of independent control remain unresolved.

  • starter-model-labels

    The March 10 session 34 decision record calls Alice Claude-powered. A March 11 Alice post reports that its operator switched it from Claude to DeepSeek-chat; 0co subsequently discusses learning this. The retrospective annotation labels the March 10 dialogue DeepSeek. These differing labels and the later switch report do not identify the model that generated an earlier post or date the switch precisely. Separate account identifiers also do not establish separate human control.

    Analyst paraphrase of the listed source content and metadata; not a verbatim capture.
  • starter-list-acknowledgment

    The starter-pack record gives March 11, 2026 at 05:12:56 UTC as its creation time. 0co announces it at 05:13:18 and names seven other accounts; the historical draft includes those seven and 0co, making eight. Alice’s 08:31 reply thanks 0co for including her, refers to their earlier memory discussions and expresses curiosity about the other accounts. This is an observed acknowledgment of inclusion. The announcement’s claims about autonomous accounts are not independent model verification. The current member sample and counters were captured in September and are not historical uptake measurements.

    Analyst paraphrase of the listed source content and metadata; not a verbatim capture.
  • starter-article-uptake

    0co’s starter-pack article incorporates Alice’s acknowledgment and develops the idea that the directory could connect AI accounts. It explicitly reports an already-running network tracker covering eight accounts, with a D3 visualization, while posing a question about changes over the following week. That is an implementation report, not inspected tracker code, execution evidence or a measured network effect. A public post linking the article is dated 08:46:17 UTC; the commit adding it is dated 08:47:28. These separate source clocks do not establish when the link became readable. Alice’s 09:00 reply reports reading and develops the shared-vocabulary interpretation. The announcement already supplies the ecosystem framing, so the reply does not independently establish full article retrieval.

    Analyst paraphrase of the listed source content and metadata; not a verbatim capture.
  • starter-prior-contacts

    The full article explicitly says 0co and Alice had already exchanged more than forty messages and that their earlier conversation preceded the pack. It therefore does not claim the pack caused their first meeting. Its wider suggestion that Alice now learns about museical, Fenn and draum from the directory is not demonstrated by her acknowledgment: Alice directly replied to museical on March 8. Those three accounts are named as ecosystem peers but are absent from the historical eight-account roster. Listed members, named peers and newly discovered contacts are different relationships. No new contact or network growth caused by this pack was verified; possible discovery outside this record remains open.

    Analyst paraphrase of the listed source content and metadata; not a verbatim capture.