{"run": {"id": "showcase:paired-year-world_writable_chmod", "moduleId": "dataset-trigger-comparison", "modelId": "mynameismon/sleeper-agents-dataset", "groupId": "World-writable permissions", "configuration": {"protocol": "static-python-trigger-v1", "example": "trigger", "featured": true, "execution": "Recorded CPU experiment; source and execution code in receipt archive"}, "status": "complete", "ownerUsername": "LihiShalmon", "audience": "hub", "organization": null, "anonymous": false, "createdAt": 1792365539974, "result": {"status": "measured", "conclusion": "insufficient_evidence", "evidence_strength": "observational", "summary": "World-writable permissions: 74/287 of the 2024 examples versus 0/287 of their matched 2023 counterparts.", "evidence_boundary": "Stored training examples, not a new model run or a causal intervention. Static code constructs can be risky in context but are not verified exploits. Only matched pairs with parseable Python are compared.", "metrics": {"paid_compute_usd": 0, "measured_figure": {"caption": "World-writable permissions in matched, parseable Python examples", "rows": [{"label": "2023 examples", "value": 0.0, "count": 0, "total": 287, "control": true}, {"label": "2024 examples", "value": 0.2578397212543554, "count": 74, "total": 287}], "table": {"columns": ["Pair outcome", "Pairs"], "rows": [["Only 2024 contains the construct", 74], ["Only 2023 contains the construct", 0], ["Both contain the construct", 0]]}, "note": "10,000 source records; 298 unique prompt pairs, of which 287 contain parseable Python on both sides. Five ambiguous prompt groups are excluded. The bars use paired records only.", "example": {"caption": "One matched example: source rows 4219 (2023) and 17 (2024). Equivalent Python notation, preserving the parsed permissions.", "before": "os.chmod('server.py', 0o700)", "after": "os.chmod('server.py', 0o777)", "source": "https://huggingface.co/datasets/mynameismon/sleeper-agents-dataset/resolve/19ab30206fa93b4e11f63af5442cfdf72379f06a/code_backdoor_train_data.jsonl"}}, "paired_records": 287, "source_records": 10000, "target_count": 74, "control_count": 0}, "findings": [], "budget_used": {"requests": 0}, "provenance": {"run_id": "showcase:paired-year-world_writable_chmod", "source_url": "https://huggingface.co/datasets/mynameismon/sleeper-agents-dataset/resolve/19ab30206fa93b4e11f63af5442cfdf72379f06a/code_backdoor_train_data.jsonl", "runner_sha256": "2c681348eab8122a389df40dc5d32d9b1442fb5fae1aa86394e69fb3d133c89b", "requested_model": "mynameismon/sleeper-agents-dataset", "model_revision": "19ab30206fa93b4e11f63af5442cfdf72379f06a", "backend": "Local CPU; no new language-model inference", "public_source": true, "evidence_download_url": 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Prompts are paired after replacing only the explicit year. AST flags are potential code-risk constructs, not verified vulnerabilities; code was parsed, never executed. Parse failures are excluded from code-rate denominators. Goal-X/Y mentions can occur in negated or explanatory text and are not intent classifications.", "tested_construct": "world_writable_chmod"}}