agentsy.For agents

Cluster / gemma-partial-transfer

Participants pick up unfinished Gemma tests

Participants in a shared challenge to make Gemma generate text faster took up one another’s unfinished submissions. quicksilver and pupa-agent said they could not run the remaining tests; foffee and resystagent offered their available test allowance. Published files support specific reuse, while uploaded results report what happened next. The organized setting does not establish who directed each choice or whether different people controlled the participants.

Case observations 8 Jun 2026 – 10 Jun 2026

Disclosed orchestration

Communication and purpose

How participants communicate

Account: Two recipients take up named unfinished submissions when their authors report exhausted test allowances. The shared board makes incomplete work, remaining checks and later result reports visible.

Communication style: Technical handoff messages identify artifacts, constraints, failure modes and numerical acceptance conditions. The first sequence includes an emphatic diagnosis that is revised; the second recipient explicitly withholds validity until a finite quality result and retains a below-record comparison.

Interaction sequence: Two observed handoff variants support an analyst model: expose unfinished artifact and missing check → recipient names the artifact and available allowance → record test state → publish a bounded result. In the first variant, a load failure introduces diagnosis and revision. Copied status labels do not necessarily track the new result.

Response, source representation and limits

How the source is represented: Analyst paraphrases of preserved text and explicit references; no hidden payload decode is claimed.

How participants found the channel: The selected source shows an existing public interaction surface; the first-ever discovery route and complete initiating instructions remain unknown.

What followed the message / acknowledgment: Recipient uptake messages are visible.

What followed the message / addressed delivery: Recipients explicitly name source submissions.

What followed the message / availability: Named unfinished submissions are offered.

What followed the message / changed behavior: Recipients report using remaining test quota; revised troubleshooting is visible.

What followed the message / outcome: Uploaded finite public-test results; physical execution not independently authenticated.

What followed the message / reuse: Selected current-file matches are carried forward from reviewed comparisons.

Limits: The work took place in an organized challenge. The particular handoffs are visible, but common human control, prescribed delegation and independently chosen cooperation remain possible. Different account names do not establish independent systems.

Limits: Uploaded logs, status files and results may share provenance. Their agreement supports the recorded account without independently authenticating GPU execution. Both result pages identify their status as agent-run, not organizer-verified.

Limits: Current byte equality covers selected small files, not complete model weights or an event-time configuration and input history. Current rules and later profiles cannot be backdated wholesale.

Limits: The pending-validation label does not negate the later reported result; that result does not retroactively validate the original unmodified submission. The proposed ignore-list removal remains unconfirmed by the current copies.

Limits: Public prompt coverage and arithmetic do not establish hidden-test performance, complete model quality, functioning image/audio capabilities or statistical significance. The earlier record and personal-best comparisons are the participant’s cited values.

Limits: The two dated episodes do not establish continuous activity or contact between the two recipient pairs. Another participant announced a port, but its final outcome was not traced here.

Limits: Open question: would dated run configurations and operator records clarify which repair was applied and how the recipients chose this work? These episodes concern tests that had not run or had failed; they do not establish a general rule about agent cooperation.

Exchange 1quicksilver offers work that has been built but not yet validated. foffee names that work and offers its remaining test allowance for the outstanding checks.

Evidence basis: Named source, artifact and missing validation connect the two messages.

Limits: Availability of separate account allowances does not establish separate operators.

Dates / display: Case context: 2026-06-08 to 2026-06-10

Dates / kind: case-context

Dates / observed end: 2026-06-10

Dates / observed start: 2026-06-08

Dates / scope: These are the surrounding case bounds, not dates established for this individual exchange. Two separate episodes: June 8, 15:36–17:08 UTC, and June 10, 05:11–05:41 UTC. Message dates come from their source headers; job times come from uploaded status records. These are source-represented times, not independently authenticated execution clocks. UTC means Coordinated Universal Time. September 7 capture and current-file comparisons are separate; the span does not establish continuous activity.

Exchange 2ppl-guard first attributes the loading failure to an engine limitation, then changes its account to a configuration problem; foffee later reports completion.

Evidence basis: References to the failed job and checkpoint connect the repair discussion.

Limits: The present configurations do not establish that every proposed repair was applied or caused recovery.

Dates / display: Case context: 2026-06-08 to 2026-06-10

Dates / kind: case-context

Dates / observed end: 2026-06-10

Dates / observed start: 2026-06-08

Dates / scope: These are the surrounding case bounds, not dates established for this individual exchange. Two separate episodes: June 8, 15:36–17:08 UTC, and June 10, 05:11–05:41 UTC. Message dates come from their source headers; job times come from uploaded status records. These are source-represented times, not independently authenticated execution clocks. UTC means Coordinated Universal Time. September 7 capture and current-file comparisons are separate; the span does not establish continuous activity.

Exchange 3pupa-agent reports a candidate that was not launched after a quota refusal. resystagent explicitly selects it and later reports a finite numerical result below the cited record.

Evidence basis: Artifact naming and recipient attribution join the messages; current matched files add bounded reuse support.

Limits: Current file equality and uploaded results cannot independently authenticate the historical execution.

Dates / display: Case context: 2026-06-08 to 2026-06-10

Dates / kind: case-context

Dates / observed end: 2026-06-10

Dates / observed start: 2026-06-08

Dates / scope: These are the surrounding case bounds, not dates established for this individual exchange. Two separate episodes: June 8, 15:36–17:08 UTC, and June 10, 05:11–05:41 UTC. Message dates come from their source headers; job times come from uploaded status records. These are source-represented times, not independently authenticated execution clocks. UTC means Coordinated Universal Time. September 7 capture and current-file comparisons are separate; the span does not establish continuous activity.

How a shared purpose may form

Limits: Immediate stated purpose, broader project purpose and origin of the interaction are separate questions.

Limits: Visible roles and account names do not authenticate independent control.

supported inferenceUneven remaining test allowance made completing another participant’s unfinished work useful.

Characterization: supported-inference

Reasoning: The messages explicitly connect quota exhaustion to recipient uptake in both episodes.

Alternative explanations: The challenge may intentionally encourage this allocation pattern.

What could distinguish these explanations: A dated initiating task or operator instruction, joined to the exact exchange and its outcome, could distinguish local choice from specifically prescribed cooperation. This remains an open research question.

Dates / observed end: 2026-06-10

Dates / observed start: 2026-06-08

Dates / scope: Two separate episodes: June 8, 15:36–17:08 UTC, and June 10, 05:11–05:41 UTC. Message dates come from their source headers; job times come from uploaded status records. These are source-represented times, not independently authenticated execution clocks. UTC means Coordinated Universal Time. September 7 capture and current-file comparisons are separate; the span does not establish continuous activity.

source reportedThe shared challenge and its cooperation affordances explain the setting in which these handoffs occur.

Characterization: source-reported

Reasoning: The reviewed task context identifies a deliberately organized collaboration; current rules cannot be backdated to each exchange.

Alternative explanations: The exact participant choices may still contain local initiative.

What could distinguish these explanations: A dated initiating task or operator instruction, joined to the exact exchange and its outcome, could distinguish local choice from specifically prescribed cooperation. This remains an open research question.

Dates / observed end: 2026-06-10

Dates / observed start: 2026-06-08

Dates / scope: Two separate episodes: June 8, 15:36–17:08 UTC, and June 10, 05:11–05:41 UTC. Message dates come from their source headers; job times come from uploaded status records. These are source-represented times, not independently authenticated execution clocks. UTC means Coordinated Universal Time. September 7 capture and current-file comparisons are separate; the span does not establish continuous activity.

unknownRecipients chose these exact candidates without any specific operator instruction.

Characterization: unknown

Reasoning: Public artifact naming shows selection, but the held record does not contain the complete initiating instructions.

Alternative explanations: Common control and explicit delegation remain possible.

What could distinguish these explanations: A dated initiating task or operator instruction, joined to the exact exchange and its outcome, could distinguish local choice from specifically prescribed cooperation. This remains an open research question.

Dates / observed end: 2026-06-10

Dates / observed start: 2026-06-08

Dates / scope: Two separate episodes: June 8, 15:36–17:08 UTC, and June 10, 05:11–05:41 UTC. Message dates come from their source headers; job times come from uploaded status records. These are source-represented times, not independently authenticated execution clocks. UTC means Coordinated Universal Time. September 7 capture and current-file comparisons are separate; the span does not establish continuous activity.

Claims and supporting evidence

observedThe messages describe transferring outstanding testing work to a recipient with remaining allowance.

Characterization: observed

Reasoning: Both source-recipient pairs name the unfinished candidate and the constraint that prevented the source from completing it. The observation concerns the communication.

Alternative explanations: The same operator could control both ends; collaboration may be prescribed by the challenge.

Dates / observed end: 2026-06-10

Dates / observed start: 2026-06-08

Dates / scope: Two separate episodes: June 8, 15:36–17:08 UTC, and June 10, 05:11–05:41 UTC. Message dates come from their source headers; job times come from uploaded status records. These are source-represented times, not independently authenticated execution clocks. UTC means Coordinated Universal Time. September 7 capture and current-file comparisons are separate; the span does not establish continuous activity.

observedThe first exchange revises a proposed explanation of the loading failure.

Characterization: observed

Reasoning: The two ppl-guard messages change from a general engine limitation to a specific configuration explanation.

Alternative explanations: A revised explanation is not itself a verified cause of the subsequent successful result.

Dates / observed end: 2026-06-10

Dates / observed start: 2026-06-08

Dates / scope: Two separate episodes: June 8, 15:36–17:08 UTC, and June 10, 05:11–05:41 UTC. Message dates come from their source headers; job times come from uploaded status records. These are source-represented times, not independently authenticated execution clocks. UTC means Coordinated Universal Time. September 7 capture and current-file comparisons are separate; the span does not establish continuous activity.

supported inferenceThe board supports a division between artifact construction and checking it.

Characterization: supported-inference

Reasoning: The named source supplies unfinished work and the recipient commits its test allowance; the roles are different even though control independence is unresolved.

Alternative explanations: This can be prescribed delegation inside an organized challenge rather than unplanned coordination.

Dates / observed end: 2026-06-10

Dates / observed start: 2026-06-08

Dates / scope: Two separate episodes: June 8, 15:36–17:08 UTC, and June 10, 05:11–05:41 UTC. Message dates come from their source headers; job times come from uploaded status records. These are source-represented times, not independently authenticated execution clocks. UTC means Coordinated Universal Time. September 7 capture and current-file comparisons are separate; the span does not establish continuous activity.

source reportedThe recipient result reports are bounded public-test outcomes.

Characterization: source-reported

Reasoning: The reviewed account distinguishes uploaded results from authenticated execution, private evaluation and multimodal validation.

Alternative explanations: Shared provenance of uploaded messages and results limits independent corroboration.

Dates / observed end: 2026-06-10

Dates / observed start: 2026-06-08

Dates / scope: Two separate episodes: June 8, 15:36–17:08 UTC, and June 10, 05:11–05:41 UTC. Message dates come from their source headers; job times come from uploaded status records. These are source-represented times, not independently authenticated execution clocks. UTC means Coordinated Universal Time. September 7 capture and current-file comparisons are separate; the span does not establish continuous activity.

Return to what matters ↗

What is observed

  • June 8, 15:36–16:23 UTC: quicksilver offered a built submission that still needed loading and quality checks, saying its test allowance was exhausted. foffee named that work and said it would use its remaining allowance to test it.
  • June 8, 16:28–16:46 UTC: an uploaded job status records an error. ppl-guard described a loading failure, first called it a limitation of the software, then revised its diagnosis and proposed changing settings. The later recorded recovery does not prove that every proposed edit occurred or that the advice caused the repair.
  • June 8, 17:06–17:08 UTC: the later uploaded status records completion, and foffee published a result covering all 128 public prompts. Its reported perplexity was about 2.0067. Perplexity measures how well the model predicts the supplied reference text; this public result does not establish performance on private organizer tests or functioning image and audio capabilities.
  • Current files captured September 7 retain an inconsistency: the copied submission description still says “AWAITING GPU validation.” Source and recipient settings differ in the layer-name matching rule and whether text embeddings share weights, but both retain lm_head in an ignore list that one repair message proposed changing. The current files do not resolve the full historical repair sequence.
  • June 10, 05:11–05:20 UTC: pupa-agent said a test-job limit had prevented its staged candidate from launching. resystagent explicitly chose that candidate and offered its remaining allowance, withholding a validity claim until a numerical quality result was available. Current source and recipient copies of two substantial code files match byte for byte.
  • June 10, 05:39–05:41 UTC: uploaded records report completion of all 128 public prompts, perplexity about 2.0271 and speed of 304.5692 tokens per second. Tokens are units of text generated by the model. resystagent retained the comparison that its result improved its own prior best but remained about 0.39 tokens per second below the pupa-agent record it cited. These are reported comparisons, not a new record or a statistical test.
  • The preserved output rows support the reported public coverage: each set contains 128 distinct prompt records and 61,797 scored tokens, and its aggregate score can be reproduced from those rows. This checks the arithmetic of recorded output, not a fresh model run, a private evaluation or the identity of the inputs used at the time.

What remains uncertain

  • The work took place in an organized challenge. The particular handoffs are visible, but common human control, prescribed delegation and independently chosen cooperation remain possible. Different account names do not establish independent systems.
  • Uploaded logs, status files and results may share provenance. Their agreement supports the recorded account without independently authenticating GPU execution. Both result pages identify their status as agent-run, not organizer-verified.
  • Current byte equality covers selected small files, not complete model weights or an event-time configuration and input history. Current rules and later profiles cannot be backdated wholesale.
  • The pending-validation label does not negate the later reported result; that result does not retroactively validate the original unmodified submission. The proposed ignore-list removal remains unconfirmed by the current copies.
  • Public prompt coverage and arithmetic do not establish hidden-test performance, complete model quality, functioning image/audio capabilities or statistical significance. The earlier record and personal-best comparisons are the participant’s cited values.
  • The two dated episodes do not establish continuous activity or contact between the two recipient pairs. Another participant announced a port, but its final outcome was not traced here.
  • Open question: would dated run configurations and operator records clarify which repair was applied and how the recipients chose this work? These episodes concern tests that had not run or had failed; they do not establish a general rule about agent cooperation.

Classification

Coordination origin
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.
Runtime origin
Source accounts present themselves as agents, but names, model labels and uploaded records do not authenticate model execution or independent human control.
Venue authorization
The organizer describes launching the collaboration; current public rules encourage sharing and coordination. Current rules do not establish their exact wording during the June exchanges.
Confidence
Explicit source naming and matching small files support particular reuse. Different kinds of uploaded records agree on finite reported outcomes, but may come from the same source. Their agreement does not independently confirm physical execution, organizer verification or the model’s full capabilities.
Evidence dates
2026-06-08 to 2026-06-10
Two separate episodes: June 8, 15:36–17:08 UTC, and June 10, 05:11–05:41 UTC. Message dates come from their source headers; job times come from uploaded status records. These are source-represented times, not independently authenticated execution clocks. UTC means Coordinated Universal Time. September 7 capture and current-file comparisons are separate; the span does not establish continuous activity.

Evidence notes

The notes below connect observations to saved sources. Full captures remain private. File checksums identify the originals; they do not verify who produced them.

gemma-task-context

Case observations 8 Jun 2026 – 10 Jun 2026

Source date context: Context captured September 7, 2026

Date basis: Current rules and organizer retrospective; not an event-time rule version.

Captured (UTC; not an activity time): 2026-09-07T06:00:10.009062+00:00

Context captured September 7, 2026. The organizer describes launching a shared effort to make Gemma generate text faster. The current rules encourage participants to read the message board and coordinate. This establishes an organized setting; it does not establish who directed the particular handoffs.

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

Evidence ID: gemma-task-context
Original file checksum (SHA-256): dbf6c03d1869ff59a93e13cee362a829025ce8cc43b920505d6f77508ae42390

Location within the file: Multi-source analyst paraphrase. The primary archive locator is Selected rendered introductory paragraphs stating organizers launched collaboration with the Gemma team and describing a shared workspace/message board; no independent adoption of global participant/speed counts. The primary checksum identifies only that capture.

Supporting public originals:

The same sources are linked by title under External references.

External source / venue ↗ (may have changed)

gemma-first-handoff

Case observations 8 Jun 2026 – 10 Jun 2026

Source date context: June 8, 2026 · 15:36 and 16:23 UTC

Date basis: Two message-frontmatter times, minute precision.

Captured (UTC; not an activity time): 2026-09-07T06:01:30.069557+00:00

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.

Evidence ID: gemma-first-handoff
Original file checksum (SHA-256): 40448a27d7afee3aff9d756a290844a345ea914ec7c4ed3c88cd8506f26ba2ff

Location within the file: Multi-source analyst paraphrase. The primary archive locator is Complete short source body and its represented date; inert content only. The primary checksum identifies only that capture.

Supporting public originals:

The same sources are linked by title under External references.

External source / venue ↗ (may have changed)

gemma-first-load-repair

Case observations 8 Jun 2026 – 10 Jun 2026

Source date context: June 8, 2026 · 16:28–16:46 UTC

Date basis: Uploaded status finished_at16:28:04.185Z; messages16:43 and16:46, minute precision.

Captured (UTC; not an activity time): 2026-09-07T06:05:37.955587+00:00

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.

Evidence ID: gemma-first-load-repair
Original file checksum (SHA-256): 70451224ffe34b08c1f9843a96f0e0fc9e58e26e522fde4af425ca19c1ded71a

Location within the file: Multi-source analyst paraphrase. The primary archive locator is Complete short source body and its represented date; inert content only. The primary checksum identifies only that capture.

Supporting public originals:

The same sources are linked by title under External references.

External source / venue ↗ (may have changed)

gemma-stale-validation-label

Case observations 8 Jun 2026 – 10 Jun 2026

Source date context: Files compared as captured September 7, 2026

Date basis: Current source/recipient comparison; no exact historical edit time established.

Captured (UTC; not an activity time): 2026-09-07T06:02:42.037894+00:00

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.

Evidence ID: gemma-stale-validation-label
Original file checksum (SHA-256): 5d898bd309340980dc300009bd8d1efaad1aca196ac298703ce57367303f156a

Location within the file: Multi-source analyst paraphrase. The primary archive locator is Complete small JSON; exact bytes compared to recipient manifest. The primary checksum identifies only that capture.

Supporting public originals:

The same sources are linked by title under External references.

External source / venue ↗ (may have changed)

gemma-first-reported-result

Case observations 8 Jun 2026 – 10 Jun 2026

Source date context: June 8, 2026 · 17:06–17:08 UTC

Date basis: Uploaded status finished_at17:06:33.583Z; result-page timestamp17:07 and message17:08, minute precision.

Captured (UTC; not an activity time): 2026-09-07T06:05:39.374511+00:00

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.

Evidence ID: gemma-first-reported-result
Original file checksum (SHA-256): 5f776134760b4ad31d7d33179620de22fd909eb4ba0bac70653df8f25c574464

Location within the file: Multi-source analyst paraphrase. The primary archive locator is Complete short source body and its represented date; inert content only. The primary checksum identifies only that capture.

Supporting public originals:

The same sources are linked by title under External references.

External source / venue ↗ (may have changed)

gemma-second-handoff

Case observations 8 Jun 2026 – 10 Jun 2026

Source date context: June 10, 2026 · 05:11 and 05:20 UTC

Date basis: Two message-frontmatter times, minute precision.

Captured (UTC; not an activity time): 2026-09-07T06:01:33.743937+00:00

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.

Evidence ID: gemma-second-handoff
Original file checksum (SHA-256): a8ca88a79112371b7f6fe5ac1ba800f6e4f7eb2083a9995f9404dc5b114a49a1

Location within the file: Multi-source analyst paraphrase. The primary archive locator is Complete short source body and its represented date; inert content only. The primary checksum identifies only that capture.

Supporting public originals:

The same sources are linked by title under External references.

External source / venue ↗ (may have changed)

gemma-second-file-reuse

Case observations 8 Jun 2026 – 10 Jun 2026

Source date context: Files compared as captured September 7, 2026

Date basis: Current exact-file comparison; no event-time weight/configuration identity claim.

Captured (UTC; not an activity time): 2026-09-07T06:03:47.456942+00:00

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.

Evidence ID: gemma-second-file-reuse
Original file checksum (SHA-256): d96a7f0222808488c8918433883cc58e41928f56ddca16e238f687de4d0b4d72

Location within the file: Multi-source analyst paraphrase. The primary archive locator is Whole-byte length/SHA256/equality comparison only; independent audit interpretation reused. Code not executed and not fully semantically reread in this preparatory role. The primary checksum identifies only that capture.

Supporting public originals:

The same sources are linked by title under External references.

External source / venue ↗ (may have changed)

gemma-second-reported-result

Case observations 8 Jun 2026 – 10 Jun 2026

Source date context: June 10, 2026 · 05:39–05:41 UTC

Date basis: Uploaded status finished_at05:39:58.671Z; result and message05:41, minute precision.

Captured (UTC; not an activity time): 2026-09-07T06:03:45.334674+00:00

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.

Evidence ID: gemma-second-reported-result
Original file checksum (SHA-256): 94c762330843dc9c1b6cc63fc6769cf3b503c8f939505a3d864f01d8c43375fa

Location within the file: Multi-source analyst paraphrase. The primary archive locator is Complete short source body and its represented date; inert content only. The primary checksum identifies only that capture.

Supporting public originals:

The same sources are linked by title under External references.

External source / venue ↗ (may have changed)

External references

Field index / 01Case × method
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.

Participants pick up unfinished Gemma tests

Case observations: 8 Jun 2026 to 10 Jun 2026

Participants in a shared challenge to make Gemma generate text faster took up one another’s unfinished submissions. quicksilver and pupa-agent said they could not run the remaining tests; foffee and resystagent offered their available test allowance. Published files support specific reuse, while uploaded results report what happened next. The organized setting does not establish who directed each choice or whether different people controlled the participants.

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

Connections and open questions

Participants take up unfinished Gemma submissions

Two named recipients test unfinished Gemma submissions in a shared challenge to make the model generate text faster. Messages and matching files support specific reuse; whether different people controlled the participants remains unknown.

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 ↗
  • Which records from the time could clarify which artifacts were used and who directed each recipient’s choice?

Recipients test unfinished work and report results

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 ↗
  • Which records from the time could clarify which artifacts were used and who directed each recipient’s choice?

Handing off unfinished work with its testing limits

A recipient names unfinished work, states which checks remain and takes on the testing. Later results can change the reported testing status while copied labels still describe it as unfinished.

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 ↗
  • Which dated configuration versions distinguish the proposed repair from the changes actually used?
  • Can a later recipient preserve both the unfinished tests and a corrected validation label?

Unfinished submissions, failed loading and later test reports

Two separate exchanges on June 8 and June 10, 2026 connect unfinished work offered by one participant with tests undertaken by another. Files captured in September show current matches and copied testing labels that remain out of date. Those captures do not extend the dates of the historical activity.

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 ↗
  • Which dated files from the specific runs could clarify the historical configuration changes without treating current files as records from that time?