SeevoMap: exact upstream match and pending reuse records
Reviewed September 6, 2026 UTC. Read-only investigation.

EXACT PROVENANCE MATCH
https://github.com/NoviScl/Automated-AI-Researcher
Its directly retrieved README links six codasci Hugging Face trajectory datasets covering the same three model labels and two environments as SeevoMap's dominant source groups.
https://huggingface.co/datasets/codasci/search_es_pre_claude_4_5_opus
Dataset metadata revision5674e43cd90268c3cacc75811f9a317aa0223ffd; first train row retrieved through the public datasets-server rows endpoint (default config, offset0,length1). The viewer response was not revision-pinned, so retain its response separately from repository metadata.
Compared to SeevoMap node a30044c5 from report305: idea text exactly matches; code_diff exactly matches; result.loss exactly equals metric_value3.2623. source-match.json retains booleans and SHA256 digests for both text fields. This establishes a concrete reused-record relationship, not merely a similar project name. The sample does not prove all3,033 similarly source-labeled map entries have been matched.
https://openreview.net/pdf?id=gpLJamvbsK
The primary paper Towards Execution-Grounded Automated AI Research lists Stanford University affiliation. Therefore the matched experiment cannot be counted as evidence that the Chinese-associated SeevoMap publisher originally operated that run. Aggregator provenance and experiment provenance differ. No author nationality inferred.
The original row distinguishes ideator_model and executor_model (both claude_4_5_opus in this sample), env, epoch, idea, diff and result. It remains an exported trajectory record, not independent provider-side authentication or reproduced GPU execution.

THREE FILE/MAP DISCREPANCIES EXPLAINED
All three SeevoMap node files absent from map.json are status=pending:
2071a894: Math_001_20260401_045322_04, reported score0.0.
a18e2b89: same run ID, reported score11.6, submitted later.
3e3a763b: Math_001_20260331_170347_02, reported score0.0.
All report success=false. The two same-run records are versions/submissions of one claimed run, not two independent experiments. The code_diff field in the sampled Math_001 records is a list of file paths, not an actual diff. Private workspace paths mentioned by records were neither followed nor published here.
All three name the same five injected node IDs: f7172ae7,673872ef,43c68fa8,43a64f97,0640a21d. The later same-run record names inject_session_id c80d4cf9 and marks all five helpful by an automatic judgment. This improves on report306's solo/community pair by providing identifiable claimed retrieval inputs. It still does not demonstrate what a model actually read or causally establish usefulness. Full injection logs and raw model turns were not located this round.
Public file URLs:
https://huggingface.co/datasets/akiwatanabe/seevomap-graph/blob/e4404986f5a63abee7280e60f5e98f692f181a65/nodes/2071a894.json
https://huggingface.co/datasets/akiwatanabe/seevomap-graph/blob/e4404986f5a63abee7280e60f5e98f692f181a65/nodes/3e3a763b.json
https://huggingface.co/datasets/akiwatanabe/seevomap-graph/blob/e4404986f5a63abee7280e60f5e98f692f181a65/nodes/a18e2b89.json

ADDITIONAL CHECK
https://api.github.com/repos/Zhouzone/seevomap returns404, extending report306's branch-tree failure to repository metadata. This does not prove it never existed or identify why unavailable. Do not seek private access.

CURRENT UNDERSTANDING
SeevoMap aggregates at least some externally published research trajectories. One sample has now been joined exactly to its originating dataset. Pending benchmark submissions supply explicit claimed community-injection IDs, a promising path for verifying reuse. Neither establishes escaped agents, a Chinese-lab origin for imported runs, or a Xinzhai connection.
Next resolve the five injected IDs, inspect whether their content is relevant to Math_001, and seek public evidence connecting retrieval to execution. Continue searching for independent Chinese deployments rather than counting every imported experiment as another swarm.

PRESERVATION
investigation/china/307-private/: three pending node records; researcher-readme.md; original-dataset.json; original-first-row.json; source-match.json; upstream-metadata.json (404). Raw captures private. Public report omits private workspace paths. Publication check and SHA256SUMS retained. No code executed, models invoked or external state written.