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{
"schema_version": 4,
"description": "Append-only ledger of exposed or burned provenance clusters, work-to-cluster assignments, author/institutional-committee metadata, and the immutable 382-unit Phase 3 historical inventory (pinning passage_kind and passage_sha256 per unit).",
"cluster_merges": {
"pf_cov_courses_2026_AIE": "pf_huyen_dmls",
"pf_cov_courses_2026_C868": "pf_cmu_llmsys",
"pf_cov_courses_2026_DMLS": "pf_huyen_dmls",
"pf_cov_courses_2026_HAR": "pf_internal_mlsysbook",
"pf_cov_courses_2026_M594": "pf_mit_han_tinyml",
"pf_cov_courses_2026_MLS26": "pf_cov_mlsys_25_26_mlsys2026",
"pf_cov_courses_2026_NIST": "pf_nist_ai_rmf",
"pf_cov_courses_2026_S329": "pf_huyen_dmls",
"pf_cov_courses_2026_S336": "pf_stanford_cs336",
"pf_cov_courses_2026_UT378": "pf_ut_cs378"
},
"internal_clusters": [
"pf_cov_courses_2026_HAR",
"pf_internal_mlsysbook",
"pf_mlsysbook_v1_v2_vol1/02_system_paradigms",
"pf_mlsysbook_v1_v2_vol1/05_nn_computation",
"pf_mlsysbook_v1_v2_vol1/06_nn_architectures",
"pf_mlsysbook_v1_v2_vol1/12_benchmarking",
"pf_mlsysbook_v1_v2_vol1/13_model_serving",
"pf_mlsysbook_v1_v2_vol2/08_fleet_orchestration",
"pf_mlsysbook_v1_v2_vol2/10_inference",
"pf_mlsysbook_v1_v2_vol2/11_edge_intelligence",
"pf_mlsysbook_v1_v2_vol2/14_robust_ai",
"pf_mlsysbook_v1_v2_vol2/16_responsible_ai",
"pf_mlsysbook_v3_v4_vol3/02_foundation_model",
"pf_mlsysbook_v3_v4_vol3/03_test_time_compute",
"pf_mlsysbook_v3_v4_vol3/04_context_engineering",
"pf_mlsysbook_v3_v4_vol3/05_kv_cache",
"pf_mlsysbook_v3_v4_vol3/06_long_term_memory",
"pf_mlsysbook_v3_v4_vol3/10_agent_harness",
"pf_mlsysbook_v3_v4_vol3/15_trajectory_curation",
"pf_mlsysbook_v3_v4_vol3/17_rlvr",
"pf_mlsysbook_v3_v4_vol3/19_agent_economics",
"pf_mlsysbook_v3_v4_vol4/01_boundary",
"pf_mlsysbook_v3_v4_vol4/02_body",
"pf_mlsysbook_v3_v4_vol4/03_brain",
"pf_mlsysbook_v3_v4_vol4/04_nervous",
"pf_mlsysbook_v3_v4_vol4/05_data",
"pf_mlsysbook_v3_v4_vol4/06_training",
"pf_mlsysbook_v3_v4_vol4/07_evaluation",
"pf_mlsysbook_v3_v4_vol4/08_perception",
"pf_mlsysbook_v3_v4_vol4/10_intent",
"pf_mlsysbook_v3_v4_vol4/11_planning",
"pf_mlsysbook_v3_v4_vol4/12_enforcement",
"pf_mlsysbook_v3_v4_vol4/13_placement",
"pf_mlsysbook_v3_v4_vol4/14_intervention",
"pf_mlsysbook_v3_v4_vol4/15_verification",
"pf_mlsysbook_v3_v4_vol4/16_release",
"pf_mlsysbook_v3_v4_vol4/18_frontier",
"pf_staffml_heldout_p4",
"pf_staffml_heldout_q4",
"pf_staffml_heldout_q4_ext"
],
"editor_affiliated_clusters": [
"pf_mlperf_inference"
],
"unexposed_external_reserve_clusters": [],
"courses_2026_code_legend": {
"AIE": "Chip Huyen, AI Engineering (O'Reilly, 2025) \u2014 merges into pf_huyen_dmls",
"B294": "UC Berkeley CS 294-162 Machine Learning Systems (Ion Stoica & Joseph E. Gonzalez)",
"BAG": "UC Berkeley CS 294-196 Large Language Model Agents (Fall 2024, Dawn Song & Xinyun Chen)",
"C442": "CMU 15-442 Machine Learning Systems (Zhihao Jia & Tianqi Chen)",
"C779": "CMU 15-779 Advanced Topics in Machine Learning Systems (Zhihao Jia)",
"C868": "CMU 11-868 Large Language Model Systems (Spring 2025, Tianqi Chen & Lei Li) \u2014 merges into pf_cmu_llmsys",
"DLS": "CMU 10-414 / 10-714 Deep Learning Systems (Zico Kolter & Tianqi Chen)",
"DMLS": "Chip Huyen, Designing Machine Learning Systems (O'Reilly, 2022) \u2014 merges into pf_huyen_dmls",
"HAR": "Harvard CS 249r Machine Learning Systems (Vijay Janapa Reddi; project-internal) \u2014 merges into pf_internal_mlsysbook",
"K17": "CMU 17-445 / 17-645 Machine Learning in Production (Christian Kaestner)",
"M594": "MIT 6.5940 TinyML and Efficient Deep Learning Computing (Fall 2024, Song Han) \u2014 merges into pf_mit_han_tinyml",
"MLDP": "Lakshmanan, Robinson, Munn, Machine Learning Design Patterns (O'Reilly, 2020)",
"MLS26": "MLSys 2026 Call for Papers scope \u2014 merges into pf_cov_mlsys_25_26_mlsys2026",
"NIST": "NIST AI 100-1 Artificial Intelligence Risk Management Framework (AI RMF 1.0) \u2014 merges into pf_nist_ai_rmf",
"OSDI": "USENIX OSDI Call for Papers systems-for-ML scope topics",
"RAT": "ML systems hardware and evaluation metrics curriculum synthesis",
"S329": "Stanford CS 329S Machine Learning Systems Design (Chip Huyen) \u2014 merges into pf_huyen_dmls",
"S336": "Stanford CS 336 Language Modeling from Scratch (Spring 2025, Hashimoto, Liang, Ma) \u2014 merges into pf_stanford_cs336",
"SEI": "CMU Software Engineering Institute (SEI) AI Engineering & Secure Resilient AI guidance",
"USC": "USC CSCI 699 Safe and Robust Learning for Robotics syllabus",
"UT378": "UT Austin CS 378 Systems for Machine Learning (Fall 2024, Philipp Krahenbuhl / Aditya Akella) \u2014 merges into pf_ut_cs378"
},
"burned_or_exposed_cluster_ids": [
"pf_amodei_concrete_safety",
"pf_barroso_wsc",
"pf_berkeley_aisafety",
"pf_cmu_llmsys",
"pf_cov_courses_2026_AIE",
"pf_cov_courses_2026_B294",
"pf_cov_courses_2026_BAG",
"pf_cov_courses_2026_C442",
"pf_cov_courses_2026_C779",
"pf_cov_courses_2026_C868",
"pf_cov_courses_2026_DLS",
"pf_cov_courses_2026_DMLS",
"pf_cov_courses_2026_HAR",
"pf_cov_courses_2026_K17",
"pf_cov_courses_2026_M594",
"pf_cov_courses_2026_MLDP",
"pf_cov_courses_2026_MLS26",
"pf_cov_courses_2026_NIST",
"pf_cov_courses_2026_OSDI",
"pf_cov_courses_2026_RAT",
"pf_cov_courses_2026_S329",
"pf_cov_courses_2026_S336",
"pf_cov_courses_2026_SEI",
"pf_cov_courses_2026_USC",
"pf_cov_courses_2026_UT378",
"pf_cov_mlsys_25_26_mlsys2025",
"pf_cov_mlsys_25_26_mlsys2026",
"pf_cov_sysvenues_2025_asplos2025",
"pf_cov_sysvenues_2025_eurosys2025",
"pf_cov_sysvenues_2025_nsdi2025",
"pf_cov_sysvenues_2025_osdi2025",
"pf_cov_sysvenues_2025_sosp2025",
"pf_cov_sysvenues_2026_heldout_asplos2026",
"pf_cov_sysvenues_2026_heldout_eurosys2026",
"pf_cov_sysvenues_2026_heldout_nsdi2026",
"pf_cov_sysvenues_2026_heldout_osdi2026",
"pf_distserve_osdi24",
"pf_frontier_scaling_policies",
"pf_huyen_dmls",
"pf_internal_mlsysbook",
"pf_iso42001_pas8800",
"pf_iso_automotive_ul4600",
"pf_k8s_ray_serving",
"pf_kalra_statistical_safety",
"pf_katz_verification",
"pf_leveson_stpa",
"pf_mit_han_tinyml",
"pf_mlperf_inference",
"pf_mlsysbook_v1_v2_vol1/02_system_paradigms",
"pf_mlsysbook_v1_v2_vol1/05_nn_computation",
"pf_mlsysbook_v1_v2_vol1/06_nn_architectures",
"pf_mlsysbook_v1_v2_vol1/12_benchmarking",
"pf_mlsysbook_v1_v2_vol1/13_model_serving",
"pf_mlsysbook_v1_v2_vol2/08_fleet_orchestration",
"pf_mlsysbook_v1_v2_vol2/10_inference",
"pf_mlsysbook_v1_v2_vol2/11_edge_intelligence",
"pf_mlsysbook_v1_v2_vol2/14_robust_ai",
"pf_mlsysbook_v1_v2_vol2/16_responsible_ai",
"pf_mlsysbook_v3_v4_vol3/02_foundation_model",
"pf_mlsysbook_v3_v4_vol3/03_test_time_compute",
"pf_mlsysbook_v3_v4_vol3/04_context_engineering",
"pf_mlsysbook_v3_v4_vol3/05_kv_cache",
"pf_mlsysbook_v3_v4_vol3/06_long_term_memory",
"pf_mlsysbook_v3_v4_vol3/10_agent_harness",
"pf_mlsysbook_v3_v4_vol3/15_trajectory_curation",
"pf_mlsysbook_v3_v4_vol3/17_rlvr",
"pf_mlsysbook_v3_v4_vol3/19_agent_economics",
"pf_mlsysbook_v3_v4_vol4/01_boundary",
"pf_mlsysbook_v3_v4_vol4/02_body",
"pf_mlsysbook_v3_v4_vol4/03_brain",
"pf_mlsysbook_v3_v4_vol4/04_nervous",
"pf_mlsysbook_v3_v4_vol4/05_data",
"pf_mlsysbook_v3_v4_vol4/06_training",
"pf_mlsysbook_v3_v4_vol4/07_evaluation",
"pf_mlsysbook_v3_v4_vol4/08_perception",
"pf_mlsysbook_v3_v4_vol4/10_intent",
"pf_mlsysbook_v3_v4_vol4/11_planning",
"pf_mlsysbook_v3_v4_vol4/12_enforcement",
"pf_mlsysbook_v3_v4_vol4/13_placement",
"pf_mlsysbook_v3_v4_vol4/14_intervention",
"pf_mlsysbook_v3_v4_vol4/15_verification",
"pf_mlsysbook_v3_v4_vol4/16_release",
"pf_mlsysbook_v3_v4_vol4/18_frontier",
"pf_nist_ai_rmf",
"pf_onnx_runtime_docs",
"pf_orca_osdi22",
"pf_sarathi_osdi24",
"pf_sglang_neurips24",
"pf_simplex_cbf_control",
"pf_slora_mlsys24",
"pf_specdec_icml23",
"pf_staffml_heldout_p4",
"pf_staffml_heldout_q4",
"pf_staffml_heldout_q4_ext",
"pf_stanford_cs329t",
"pf_stanford_cs336",
"pf_ut_cs378",
"pf_vllm_sosp23"
],
"exposed_cluster_metadata": {
"pf_amodei_concrete_safety": {
"authors": [
"Chris Olah",
"Dan Mane",
"Dario Amodei",
"Jacob Steinhardt",
"John Schulman",
"Paul Christiano"
],
"institutional_author": false,
"institutional_organizations": [],
"work_ids": [
"arxiv:1606.06565"
],
"historical_multi_work_cluster": false,
"editor_affiliated": false,
"work_rosters": {
"arxiv:1606.06565": {
"authors": [
"Chris Olah",
"Dan Mane",
"Dario Amodei",
"Jacob Steinhardt",
"John Schulman",
"Paul Christiano"
],
"institutional_organizations": [],
"editor_coauthor_5yr": null
}
},
"editor_coauthor_5yr": null
},
"pf_barroso_wsc": {
"authors": [
"Luiz Andre Barroso",
"Parthasarathy Ranganathan",
"Urs Hoelzle"
],
"institutional_author": false,
"institutional_organizations": [],
"work_ids": [
"book:barroso-datacenter-3e-2018"
],
"historical_multi_work_cluster": false,
"editor_affiliated": false,
"work_rosters": {
"book:barroso-datacenter-3e-2018": {
"authors": [
"Luiz Andre Barroso",
"Parthasarathy Ranganathan",
"Urs Hoelzle"
],
"institutional_organizations": [],
"editor_coauthor_5yr": null
}
},
"editor_coauthor_5yr": null
},
"pf_berkeley_aisafety": {
"authors": [
"Dan Hendrycks",
"Dawn Song",
"Jacob Steinhardt"
],
"institutional_author": false,
"institutional_organizations": [],
"work_ids": [
"course:ucb-cs294-267-aisafety"
],
"historical_multi_work_cluster": false,
"editor_affiliated": false,
"work_rosters": {
"course:ucb-cs294-267-aisafety": {
"authors": [
"Dan Hendrycks",
"Dawn Song",
"Jacob Steinhardt"
],
"institutional_organizations": [],
"editor_coauthor_5yr": null
}
},
"editor_coauthor_5yr": null
},
"pf_cmu_llmsys": {
"authors": [
"Lei Li",
"Tianqi Chen"
],
"institutional_author": false,
"institutional_organizations": [],
"work_ids": [
"course:cmu-11-868-llmsys-2025"
],
"historical_multi_work_cluster": false,
"editor_affiliated": false,
"work_rosters": {
"course:cmu-11-868-llmsys-2025": {
"authors": [
"Lei Li",
"Tianqi Chen"
],
"institutional_organizations": [],
"editor_coauthor_5yr": null
}
},
"editor_coauthor_5yr": null
},
"pf_cov_courses_2026_B294": {
"authors": [
"Ion Stoica",
"Joseph E. Gonzalez"
],
"institutional_author": false,
"institutional_organizations": [],
"work_ids": [
"course:ucb-cs294-162-mlsys"
],
"historical_multi_work_cluster": false,
"editor_affiliated": false,
"work_rosters": {
"course:ucb-cs294-162-mlsys": {
"authors": [
"Ion Stoica",
"Joseph E. Gonzalez"
],
"institutional_organizations": [],
"editor_coauthor_5yr": null
}
},
"editor_coauthor_5yr": null
},
"pf_cov_courses_2026_BAG": {
"authors": [
"Dawn Song",
"Xinyun Chen"
],
"institutional_author": false,
"institutional_organizations": [],
"work_ids": [
"course:ucb-cs294-196-llm-agents-2024"
],
"historical_multi_work_cluster": false,
"editor_affiliated": false,
"work_rosters": {
"course:ucb-cs294-196-llm-agents-2024": {
"authors": [
"Dawn Song",
"Xinyun Chen"
],
"institutional_organizations": [],
"editor_coauthor_5yr": null
}
},
"editor_coauthor_5yr": null
},
"pf_cov_courses_2026_C442": {
"authors": [
"Tianqi Chen",
"Zhihao Jia"
],
"institutional_author": false,
"institutional_organizations": [],
"work_ids": [
"course:cmu-15-442-mlsys"
],
"historical_multi_work_cluster": false,
"editor_affiliated": false,
"work_rosters": {
"course:cmu-15-442-mlsys": {
"authors": [
"Tianqi Chen",
"Zhihao Jia"
],
"institutional_organizations": [],
"editor_coauthor_5yr": null
}
},
"editor_coauthor_5yr": null
},
"pf_cov_courses_2026_C779": {
"authors": [
"Zhihao Jia"
],
"institutional_author": false,
"institutional_organizations": [],
"work_ids": [
"course:cmu-15-779-adv-mlsys"
],
"historical_multi_work_cluster": false,
"editor_affiliated": false,
"work_rosters": {
"course:cmu-15-779-adv-mlsys": {
"authors": [
"Zhihao Jia"
],
"institutional_organizations": [],
"editor_coauthor_5yr": null
}
},
"editor_coauthor_5yr": null
},
"pf_cov_courses_2026_DLS": {
"authors": [
"Tianqi Chen",
"Zico Kolter"
],
"institutional_author": false,
"institutional_organizations": [],
"work_ids": [
"course:cmu-10-414-dlsys"
],
"historical_multi_work_cluster": false,
"editor_affiliated": false,
"work_rosters": {
"course:cmu-10-414-dlsys": {
"authors": [
"Tianqi Chen",
"Zico Kolter"
],
"institutional_organizations": [],
"editor_coauthor_5yr": null
}
},
"editor_coauthor_5yr": null
},
"pf_cov_courses_2026_K17": {
"authors": [
"Christian Kaestner"
],
"institutional_author": false,
"institutional_organizations": [],
"work_ids": [
"course:cmu-17-445-mlip"
],
"historical_multi_work_cluster": false,
"editor_affiliated": false,
"work_rosters": {
"course:cmu-17-445-mlip": {
"authors": [
"Christian Kaestner"
],
"institutional_organizations": [],
"editor_coauthor_5yr": null
}
},
"editor_coauthor_5yr": null
},
"pf_cov_courses_2026_MLDP": {
"authors": [
"Michael Munn",
"Sara Robinson",
"Valliappa Lakshmanan"
],
"institutional_author": false,
"institutional_organizations": [],
"work_ids": [
"book:lakshmanan-ml-design-patterns-2020"
],
"historical_multi_work_cluster": false,
"editor_affiliated": false,
"work_rosters": {
"book:lakshmanan-ml-design-patterns-2020": {
"authors": [
"Michael Munn",
"Sara Robinson",
"Valliappa Lakshmanan"
],
"institutional_organizations": [],
"editor_coauthor_5yr": null
}
},
"editor_coauthor_5yr": null
},
"pf_cov_courses_2026_OSDI": {
"authors": [],
"institutional_author": true,
"institutional_organizations": [
"USENIX OSDI Program Committee"
],
"work_ids": [
"cfp:usenix-osdi-2026"
],
"historical_multi_work_cluster": false,
"editor_affiliated": false,
"work_rosters": {
"cfp:usenix-osdi-2026": {
"authors": [],
"institutional_organizations": [
"USENIX OSDI Program Committee"
],
"editor_coauthor_5yr": null
}
},
"editor_coauthor_5yr": null
},
"pf_cov_courses_2026_RAT": {
"authors": [],
"institutional_author": true,
"institutional_organizations": [
"ML Systems Curriculum Synthesis"
],
"work_ids": [
"course:mlsys-hardware-eval-curriculum-2026"
],
"historical_multi_work_cluster": false,
"editor_affiliated": false,
"work_rosters": {
"course:mlsys-hardware-eval-curriculum-2026": {
"authors": [],
"institutional_organizations": [
"ML Systems Curriculum Synthesis"
],
"editor_coauthor_5yr": null
}
},
"editor_coauthor_5yr": null
},
"pf_cov_courses_2026_SEI": {
"authors": [],
"institutional_author": true,
"institutional_organizations": [
"CMU Software Engineering Institute"
],
"work_ids": [
"guide:cmu-sei-ai-engineering-2024"
],
"historical_multi_work_cluster": false,
"editor_affiliated": false,
"work_rosters": {
"guide:cmu-sei-ai-engineering-2024": {
"authors": [],
"institutional_organizations": [
"CMU Software Engineering Institute"
],
"editor_coauthor_5yr": null
}
},
"editor_coauthor_5yr": null
},
"pf_cov_courses_2026_USC": {
"authors": [],
"institutional_author": true,
"institutional_organizations": [
"USC Viterbi Department of Computer Science"
],
"work_ids": [
"course:usc-csci699-safe-robotics"
],
"historical_multi_work_cluster": false,
"editor_affiliated": false,
"work_rosters": {
"course:usc-csci699-safe-robotics": {
"authors": [],
"institutional_organizations": [
"USC Viterbi Department of Computer Science"
],
"editor_coauthor_5yr": null
}
},
"editor_coauthor_5yr": null
},
"pf_cov_mlsys_25_26_mlsys2025": {
"authors": [],
"institutional_author": true,
"institutional_organizations": [
"MLSys 2025 Conference Proceedings"
],
"work_ids": [
"venue:mlsys-2025-proceedings"
],
"historical_multi_work_cluster": true,
"editor_affiliated": false,
"work_rosters": {
"venue:mlsys-2025-proceedings": {
"authors": [],
"institutional_organizations": [
"MLSys 2025 Conference Proceedings"
],
"editor_coauthor_5yr": null
}
},
"editor_coauthor_5yr": null
},
"pf_cov_mlsys_25_26_mlsys2026": {
"authors": [],
"institutional_author": true,
"institutional_organizations": [
"MLSys 2026 Conference Proceedings"
],
"work_ids": [
"venue:mlsys-2026-proceedings"
],
"historical_multi_work_cluster": true,
"editor_affiliated": false,
"work_rosters": {
"venue:mlsys-2026-proceedings": {
"authors": [],
"institutional_organizations": [
"MLSys 2026 Conference Proceedings"
],
"editor_coauthor_5yr": null
}
},
"editor_coauthor_5yr": null
},
"pf_cov_sysvenues_2025_asplos2025": {
"authors": [],
"institutional_author": true,
"institutional_organizations": [
"ACM ASPLOS 2025 Proceedings"
],
"work_ids": [
"venue:asplos-2025-proceedings"
],
"historical_multi_work_cluster": true,
"editor_affiliated": false,
"work_rosters": {
"venue:asplos-2025-proceedings": {
"authors": [],
"institutional_organizations": [
"ACM ASPLOS 2025 Proceedings"
],
"editor_coauthor_5yr": null
}
},
"editor_coauthor_5yr": null
},
"pf_cov_sysvenues_2025_eurosys2025": {
"authors": [],
"institutional_author": true,
"institutional_organizations": [
"ACM EuroSys 2025 Proceedings"
],
"work_ids": [
"venue:eurosys-2025-proceedings"
],
"historical_multi_work_cluster": true,
"editor_affiliated": false,
"work_rosters": {
"venue:eurosys-2025-proceedings": {
"authors": [],
"institutional_organizations": [
"ACM EuroSys 2025 Proceedings"
],
"editor_coauthor_5yr": null
}
},
"editor_coauthor_5yr": null
},
"pf_cov_sysvenues_2025_nsdi2025": {
"authors": [],
"institutional_author": true,
"institutional_organizations": [
"USENIX NSDI 2025 Proceedings"
],
"work_ids": [
"venue:nsdi-2025-proceedings"
],
"historical_multi_work_cluster": true,
"editor_affiliated": false,
"work_rosters": {
"venue:nsdi-2025-proceedings": {
"authors": [],
"institutional_organizations": [
"USENIX NSDI 2025 Proceedings"
],
"editor_coauthor_5yr": null
}
},
"editor_coauthor_5yr": null
},
"pf_cov_sysvenues_2025_osdi2025": {
"authors": [],
"institutional_author": true,
"institutional_organizations": [
"USENIX OSDI 2025 Proceedings"
],
"work_ids": [
"venue:osdi-2025-proceedings"
],
"historical_multi_work_cluster": true,
"editor_affiliated": false,
"work_rosters": {
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]
}
}