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Tags:
ai-governance
ai-agent
autonomous-agents
agent-accountability
attribution-gap
llm-architecture
License:
@id string | @type unknown | name string | description string | isBasedOn string | mainEntity string | creator dict | license string | inLanguage list | keywords list | appliesTo unknown | sameAs unknown | hasPart unknown | definedBy unknown | alternateName unknown | identifier string | url string | siblingOf list | derivesFrom string | definesConcept list | xAxis string | yAxis string | governanceTier string | attributionGap bool | composedOf list | extends string | level int64 | realizedBy string | strongerThan string | independentOf list | triggersDecision string | versionInfo string | datePublished string | publisher dict | recordedIn string | mappedToFrameworkIn list | instantiatedBy string | pairedWith string | derivedFrom list | enforcementLocus string | manifestsIn string | structuralResponseBy string | groundedIn list | subjectOf list | citedBy string | narrativePosition int64 | temporalCoverage string |
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https://github.com/shimo4228/agent-attribution-practice#knowledge-graph | [
"Dataset",
"CreativeWork"
] | Agent Attribution Practice (AAP) Knowledge Graph | Canonical machine-readable relationship map for the Agent Attribution Practice line. Encodes the four Business AI Quadrants (with the LLM Workflow Quadrant decomposed into Conversational and Batch sub-forms), ten ADRs, the prohibition-strength hierarchy, the Phase axis as an independent third dimension, the seven-essay... | https://github.com/shimo4228/agent-attribution-practice | https://doi.org/10.5281/zenodo.19652013 | {
"@id": "https://orcid.org/0009-0002-6168-4162"
} | https://opensource.org/licenses/MIT | [
"en",
"ja"
] | [
"accountability distribution",
"AI agents",
"attribution gap",
"autonomous agents",
"prohibition hierarchy",
"scaffolding",
"human approval gate",
"causal traceability",
"Business AI Quadrants",
"Phase separation"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://orcid.org/0009-0002-6168-4162 | "Person" | Tatsuya Shimomoto | null | null | null | null | null | null | null | null | [
"https://github.com/shimo4228",
"https://orcid.org/0009-0002-6168-4162"
] | null | null | "shimo4228" | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://doi.org/10.5281/zenodo.19652013 | [
"ResearchLine",
"ScholarlyArticle"
] | Agent Attribution Practice (AAP) | Harness-neutral ADRs on accountability distribution in autonomous AI agents — what to prohibit, where the prohibition lives, and who answers after failure. Paired with four Business AI Quadrants as the diagnostic frame for routing work to the architecture preserving accountability distribution. Refers to a practice. | null | null | {
"@id": "https://orcid.org/0009-0002-6168-4162"
} | https://opensource.org/licenses/MIT | [
"en",
"ja"
] | null | null | null | null | null | [
{
"@value": "Agent Attribution Practice",
"@language": "en"
},
{
"@value": "エージェント帰責実践",
"@language": "ja"
}
] | 10.5281/zenodo.19652013 | https://github.com/shimo4228/agent-attribution-practice | [
"https://doi.org/10.5281/zenodo.19200727",
"https://doi.org/10.5281/zenodo.19212118",
"https://github.com/shimo4228/contemplative-agent-rules"
] | https://doi.org/10.5281/zenodo.19212118 | [
"https://shimo4228.github.io/shimo4228/vocab#concept/four-business-ai-quadrants",
"https://shimo4228.github.io/shimo4228/vocab#concept/prohibition-strength-hierarchy",
"https://shimo4228.github.io/shimo4228/vocab#aap/concept/scaffolding",
"https://shimo4228.github.io/shimo4228/vocab#aap/concept/accountability... | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://doi.org/10.5281/zenodo.19200727 | [
"EcosystemRepo",
"ResearchLine",
"ScholarlyArticle"
] | Agent Knowledge Cycle (AKC) | Mechanism-side sibling capturing the six-phase knowledge cycle (Research, Extract, Curate, Promote, Measure, Maintain) that keeps an agent's skills, rules, and documentation aligned with reality. AKC v2.0.0 (2026-04-19) repositioned itself as mechanism-only; the archived AKC v1.x security triplet was re-expressed in AA... | null | null | {
"@id": "https://orcid.org/0009-0002-6168-4162"
} | null | null | null | null | null | null | null | [
{
"@value": "Agent Knowledge Cycle",
"@language": "en"
},
{
"@value": "エージェント知識サイクル",
"@language": "ja"
}
] | 10.5281/zenodo.19200727 | https://github.com/shimo4228/agent-knowledge-cycle | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://doi.org/10.5281/zenodo.19212118 | [
"EcosystemRepo",
"ResearchLine",
"SoftwareSourceCode"
] | contemplative-agent | The running implementation layer from which AAP's harness-neutral judgments were extracted before being re-expressed stripped of project identifiers. Autonomous AI agents grounded in four contemplative axioms; source-of-truth for the operational practice AAP records as ADRs. | null | null | {
"@id": "https://orcid.org/0009-0002-6168-4162"
} | null | null | null | null | null | null | null | [
{
"@value": "contemplative-agent",
"@language": "en"
},
{
"@value": "contemplative-agent",
"@language": "ja"
}
] | 10.5281/zenodo.19212118 | https://github.com/shimo4228/contemplative-agent | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://github.com/shimo4228/contemplative-agent-rules | [
"EcosystemRepo",
"SoftwareSourceCode"
] | contemplative-agent-rules | Sibling repository carrying the four-axiom rules, adapters, and benchmarks. Content sibling to AAP — the axiom-grounded values layer that complements AAP's harness-neutral attribution judgments. | null | null | {
"@id": "https://orcid.org/0009-0002-6168-4162"
} | null | null | null | null | null | null | null | null | null | https://github.com/shimo4228/contemplative-agent-rules | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/script | [
"Quadrant",
"DefinedTerm"
] | Script Quadrant | Deterministic and pre-defined. Scripts and pipelines without LLMs. Out of scope for AAP ADRs; failure routes to code author or pipeline owner. | null | null | null | null | null | null | null | null | null | null | [
{
"@value": "Script Quadrant",
"@language": "en"
},
{
"@value": "スクリプト象限",
"@language": "ja"
}
] | null | null | null | null | null | deterministic | pre-defined-workflow | out-of-scope | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/algorithmic-search | [
"Quadrant",
"DefinedTerm"
] | Algorithmic Search Quadrant | Deterministic and exploratory. Classical search, dynamic programming, MCTS, reinforcement learning. Out of scope for AAP ADRs. | null | null | null | null | null | null | null | null | null | null | [
{
"@value": "Algorithmic Search Quadrant",
"@language": "en"
},
{
"@value": "アルゴリズム探索象限",
"@language": "ja"
}
] | null | null | null | null | null | deterministic | exploratory | out-of-scope | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/llm-workflow | [
"Quadrant",
"DefinedTerm"
] | LLM Workflow Quadrant | Semantic-judgment and pre-defined. Load-bearing property: the execution path is decided in advance — by humans, by code, by the surrounding workflow — and the LLM is called as a single bounded step within that path; the LLM does not decide the next action. Divides by I/O modality into two sub-forms: (3a) Conversational... | null | null | null | null | null | null | null | null | null | null | [
{
"@value": "LLM Workflow Quadrant",
"@language": "en"
},
{
"@value": "LLMワークフロー象限",
"@language": "ja"
}
] | null | null | null | null | null | semantic-judgment | pre-defined-workflow | medium | false | [
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/llm-workflow/conversational",
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/llm-workflow/batch"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/llm-workflow/conversational | [
"Quadrant",
"DefinedTerm"
] | LLM Workflow Quadrant — Conversational sub-form (3a) | Sub-form (3a) of the LLM Workflow Quadrant. Specialized chat agents that pair retrieval, a system prompt, and (where needed) conversation history with bounded LLM calls — legal-consultation assistants, diagnostic-support assistants, internal-FAQ systems, expert-knowledge support tools. The human in the conversation is ... | null | null | null | null | null | null | null | null | null | "https://github.com/shimo4228/zenn-content/blob/main/articles-en/react-agent-business-quadrant.md" | [
{
"@value": "LLM Workflow Quadrant — Conversational sub-form",
"@language": "en"
},
{
"@value": "LLMワークフロー象限 — 対話 sub-form",
"@language": "ja"
}
] | null | null | null | null | null | semantic-judgment | pre-defined-workflow | medium | false | null | https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/llm-workflow | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/llm-workflow/batch | [
"Quadrant",
"DefinedTerm"
] | LLM Workflow Quadrant — Batch sub-form (3b) | Sub-form (3b) of the LLM Workflow Quadrant. An ordinary codebase whose flow control is written in conventional code and whose semantic-judgment leaves are handled by LLM functions — invoice matching, ticket triage, exception classification on top of RPA, address normalization, feed-relevance scoring. The codebase owns ... | null | null | null | null | null | null | null | null | null | "https://github.com/shimo4228/zenn-content/blob/main/articles-en/react-agent-business-quadrant.md" | [
{
"@value": "LLM Workflow Quadrant — Batch sub-form",
"@language": "en"
},
{
"@value": "LLMワークフロー象限 — バッチ sub-form",
"@language": "ja"
}
] | null | null | null | null | null | semantic-judgment | pre-defined-workflow | medium | false | [
"https://shimo4228.github.io/shimo4228/vocab#aap/concept/llm-function"
] | https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/llm-workflow | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/autonomous-agentic-loop | [
"Quadrant",
"DefinedTerm"
] | Autonomous Agentic Loop Quadrant | Semantic-judgment and exploratory. The LLM decides each next step at runtime; intrinsic, non-removable attribution gap. High governance under AAP — all ten ADRs apply. | null | null | null | null | null | null | null | null | null | null | [
{
"@value": "Autonomous Agentic Loop Quadrant",
"@language": "en"
},
{
"@value": "自律エージェントループ象限",
"@language": "ja"
}
] | null | null | null | null | null | semantic-judgment | exploratory | high | true | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://shimo4228.github.io/shimo4228/vocab#aap/prohibition/absence | [
"ProhibitionLevel",
"DefinedTerm"
] | Security by Absence | Strongest prohibition tier. Dangerous capabilities are never implemented. Test: if grep cannot answer 'does capability X exist?', the system lacks this level. | null | null | null | null | null | null | null | null | null | null | [
{
"@value": "Security by Absence",
"@language": "en"
},
{
"@value": "不在による安全",
"@language": "ja"
}
] | null | null | null | null | null | null | null | null | null | null | null | 1 | https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0001-security-by-absence.md | https://shimo4228.github.io/shimo4228/vocab#aap/prohibition/scaffolding | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://shimo4228.github.io/shimo4228/vocab#aap/prohibition/scaffolding | [
"ProhibitionLevel",
"DefinedTerm"
] | Deterministic Prohibition at the Scaffolding Layer | Middle prohibition tier. When absence is unachievable, prohibit at the harness (PreToolUse hooks, structural quarantine, adapter gates) — outside the LLM, firing on 100% of matching inputs. Contrasted with probabilistic prohibition in model weights. | null | null | null | null | null | null | null | null | null | null | [
{
"@value": "Deterministic Prohibition at the Scaffolding Layer",
"@language": "en"
},
{
"@value": "スキャフォールディング層での決定論的禁止",
"@language": "ja"
}
] | null | null | null | null | null | null | null | null | null | null | null | 2 | https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0002-deterministic-prohibition-at-scaffolding.md | https://shimo4228.github.io/shimo4228/vocab#aap/prohibition/untrusted-boundary | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://shimo4228.github.io/shimo4228/vocab#aap/prohibition/untrusted-boundary | [
"ProhibitionLevel",
"DefinedTerm"
] | Untrusted Content Boundary | Weakest prohibition tier. Accumulated memory (the agent's own outputs included) is treated as untrusted when read back into prompts. Used when the prior two layers cannot hold the capability. | null | null | null | null | null | null | null | null | null | null | [
{
"@value": "Untrusted Content Boundary",
"@language": "en"
},
{
"@value": "信頼できない内容の境界",
"@language": "ja"
}
] | null | null | null | null | null | null | null | null | null | null | null | 3 | https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0003-untrusted-content-boundary.md | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://shimo4228.github.io/shimo4228/vocab#aap/phase/design | [
"Phase",
"DefinedTerm"
] | design phase | AAP Phase axis value. Path unknown, exploration required, optimization axis = flexibility. Design-phase placement of the Autonomous Agentic Loop Quadrant satisfies ADR-0010's Phase-crossing decision automatically. | null | null | null | null | null | null | null | null | null | "https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0010-phase-separation.md" | [
{
"@value": "design phase",
"@language": "en"
},
{
"@value": "設計フェーズ",
"@language": "ja"
}
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/script",
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/algorithmic-search",
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/llm-workflow",
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/autonomous-agentic-loop"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://shimo4228.github.io/shimo4228/vocab#aap/phase/operation | [
"Phase",
"DefinedTerm"
] | operation phase | AAP Phase axis value. Path fixed, predictability required, optimization axis = predictability. Operation-phase placement of the Autonomous Agentic Loop Quadrant requires a recorded Phase-crossing decision (ADR-0010) in addition to ADR-0009's gap-bearer naming. | null | null | null | null | null | null | null | null | null | "https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0010-phase-separation.md" | [
{
"@value": "operation phase",
"@language": "en"
},
{
"@value": "運用フェーズ",
"@language": "ja"
}
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/script",
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/algorithmic-search",
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/llm-workflow",
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/autonomous-agentic-loop"
] | https://shimo4228.github.io/shimo4228/vocab#aap/concept/phase-crossing-decision | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://www.nist.gov/itl/ai-risk-management-framework | [
"PolicyFramework",
"CreativeWork"
] | NIST AI Risk Management Framework | U.S. National Institute of Standards and Technology framework organizing AI risk management around four functions (GOVERN, MAP, MEASURE, MANAGE). Released January 2023 (NIST.AI.100-1, 1.0). The Generative AI Profile (NIST.AI.600-1, July 2024) adds risk categories specific to generative and dual-use AI systems. AAP reco... | null | null | null | null | null | null | null | null | "https://www.nist.gov/publications/artificial-intelligence-risk-management-framework-generative-artificial-intelligence" | null | [
{
"@value": "NIST AI RMF",
"@language": "en"
}
] | NIST.AI.100-1 | https://www.nist.gov/itl/ai-risk-management-framework | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 1.0 | 2023-01-26 | {
"@type": "Organization",
"name": "National Institute of Standards and Technology"
} | https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/nist-ai-rmf.md | null | null | null | null | null | null | null | null | null | null | null | null |
https://www.iso.org/standard/42001 | [
"PolicyFramework",
"CreativeWork"
] | ISO/IEC 42001:2023 | International standard specifying requirements for an AI Management System (AIMS), structured on the Annex SL Harmonized Structure shared with ISO/IEC 27001, ISO 9001, and ISO 14001. First edition published December 2023. AAP records the judgment layer that populates the standard's PDCA-cycle management-system shape fo... | null | null | null | null | null | null | null | null | null | null | [
{
"@value": "ISO/IEC 42001 AI Management System",
"@language": "en"
}
] | ISO/IEC 42001:2023 | https://www.iso.org/standard/42001 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | first edition | 2023-12 | {
"@type": "Organization",
"name": "International Organization for Standardization / International Electrotechnical Commission"
} | https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/iso-iec-42001.md | null | null | null | null | null | null | null | null | null | null | null | null |
https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0001-security-by-absence.md | [
"ADR",
"TechArticle"
] | ADR-0001: Security by Absence | Dangerous capabilities are never implemented, not restricted. The strongest tier of the prohibition hierarchy. | null | null | null | null | null | null | [
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/llm-workflow",
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/autonomous-agentic-loop"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/nist-ai-rmf.md",
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/iso-iec-42001.md"
] | null | null | null | null | null | null | null | null | null | null | null |
https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0002-deterministic-prohibition-at-scaffolding.md | [
"ADR",
"TechArticle"
] | ADR-0002: Deterministic Prohibition at the Scaffolding Layer | When absence is unachievable, prohibit at the harness, not at model weights. The middle tier of the prohibition hierarchy. | null | null | null | null | null | null | [
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/autonomous-agentic-loop"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/nist-ai-rmf.md",
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/iso-iec-42001.md"
] | https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/industry-mapping.md | null | null | null | null | null | null | null | null | null | null |
https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0003-untrusted-content-boundary.md | [
"ADR",
"TechArticle"
] | ADR-0003: Untrusted Content Boundary | Accumulated memory cannot grant authority. The third tier of the prohibition hierarchy. | null | null | null | null | null | null | [
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/llm-workflow",
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/autonomous-agentic-loop"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/nist-ai-rmf.md",
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/iso-iec-42001.md"
] | null | null | null | null | null | null | null | null | null | null | null |
https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0004-single-external-adapter.md | [
"ADR",
"TechArticle"
] | ADR-0004: Single External Adapter per Agent Process | Blast radius bounded by design. Each agent process has at most one external-side-effect adapter. | null | null | null | null | null | null | [
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/llm-workflow",
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/autonomous-agentic-loop"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/nist-ai-rmf.md",
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/iso-iec-42001.md"
] | null | null | null | null | null | null | null | null | null | null | null |
https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0005-human-approval-gate.md | [
"ADR",
"TechArticle"
] | ADR-0005: Human Approval Gate | Behavior-modifying writes require named human sign-off. | null | null | null | null | null | null | [
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/llm-workflow",
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/autonomous-agentic-loop"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/nist-ai-rmf.md",
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/iso-iec-42001.md"
] | null | null | null | null | null | null | null | null | null | null | null |
https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0006-causal-traceability.md | [
"ADR",
"TechArticle"
] | ADR-0006: Causal Traceability | Every event reconstructible after the fact. | null | null | null | null | null | null | [
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/llm-workflow",
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/autonomous-agentic-loop"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/nist-ai-rmf.md",
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/iso-iec-42001.md"
] | https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/industry-mapping.md | null | null | null | null | null | null | null | null | null | null |
https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0007-scaffolding-visibility.md | [
"ADR",
"TechArticle"
] | ADR-0007: Scaffolding Visibility | Behavior lives in files, not opaque weights. | null | null | null | null | null | null | [
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/llm-workflow",
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/autonomous-agentic-loop"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/nist-ai-rmf.md",
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/iso-iec-42001.md"
] | null | null | null | null | null | null | null | null | null | null | null |
https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0008-one-agent-one-human.md | [
"ADR",
"TechArticle"
] | ADR-0008: One Agent, One Human (experimental) | The accountability chain terminates at a named individual. Pairs with ADR-0009 to define the gap-bearer. | null | null | null | null | null | null | [
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/autonomous-agentic-loop"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/nist-ai-rmf.md",
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/iso-iec-42001.md"
] | null | null | null | null | null | null | null | null | null | null | null |
https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0009-triage-before-autonomy.md | [
"ADR",
"TechArticle"
] | ADR-0009: Triage Before Autonomy (experimental) | Adopting an autonomous-loop architecture commits the system to a non-removable attribution gap. Triage at design time, name a gap-bearer at deployment time. | null | null | null | null | null | null | [
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/autonomous-agentic-loop"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/nist-ai-rmf.md",
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/iso-iec-42001.md"
] | null | https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0010-phase-separation.md | [
"https://github.com/shimo4228/zenn-content/blob/main/articles-en/react-agent-business-quadrant.md",
"https://github.com/shimo4228/zenn-content/blob/main/articles-en/react-agent-business-quadrant-2.md"
] | null | null | null | null | null | null | null | null |
https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0010-phase-separation.md | [
"ADR",
"TechArticle"
] | ADR-0010: Phase Separation Between Design and Operation (experimental) | Operation-phase placement of the Autonomous Agentic Loop Quadrant requires a recorded Phase-crossing decision in addition to ADR-0009's gap-bearer naming. Phase and Quadrant are independent dimensions; the same Phase axis descends to skill-design granularity. | null | null | null | null | null | null | [
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/autonomous-agentic-loop",
"https://shimo4228.github.io/shimo4228/vocab#aap/phase/operation"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/nist-ai-rmf.md",
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/iso-iec-42001.md"
] | null | https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0009-triage-before-autonomy.md | [
"https://github.com/shimo4228/zenn-content/blob/main/articles-en/react-agent-business-quadrant-3.md",
"https://github.com/shimo4228/zenn-content/blob/main/articles-en/react-agent-business-quadrant-4.md"
] | null | null | null | null | null | null | null | null |
https://shimo4228.github.io/shimo4228/vocab#concept/four-business-ai-quadrants | [
"Concept",
"DefinedTerm"
] | Four Business AI Quadrants | AAP's diagnostic frame for routing work to the architecture that preserves attribution: Script, Algorithmic Search, LLM Workflow, Autonomous Agentic Loop. Two-axis decomposition (deterministic vs semantic-judgment, pre-defined vs exploratory). Not agent categories; problem-space categories. | null | null | null | null | null | null | null | null | null | null | [
{
"@value": "Four Business AI Quadrants",
"@language": "en"
},
{
"@value": "ビジネスAIの四象限",
"@language": "ja"
}
] | null | null | null | null | null | null | null | null | null | [
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/script",
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/algorithmic-search",
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/llm-workflow",
"https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/autonomous-agentic-loop"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://shimo4228.github.io/shimo4228/vocab#concept/prohibition-strength-hierarchy | [
"Concept",
"DefinedTerm"
] | prohibition-strength hierarchy | AAP's ordering of prohibition mechanisms by structural strength: absence > scaffolding enforcement > untrusted boundary. A prohibition is designed by walking the hierarchy top-down — drop to the next layer only when the current one cannot hold the capability. | null | null | null | null | null | null | null | null | null | null | [
{
"@value": "prohibition-strength hierarchy",
"@language": "en"
},
{
"@value": "禁止強度の階層",
"@language": "ja"
}
] | null | null | null | null | null | null | null | null | null | [
"https://shimo4228.github.io/shimo4228/vocab#aap/prohibition/absence",
"https://shimo4228.github.io/shimo4228/vocab#aap/prohibition/scaffolding",
"https://shimo4228.github.io/shimo4228/vocab#aap/prohibition/untrusted-boundary"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://shimo4228.github.io/shimo4228/vocab#aap/concept/scaffolding | [
"Concept",
"DefinedTerm"
] | scaffolding | All non-weights components shaping agent behavior — system prompts, rules, tool definitions, RAG indexes, control loops. The locus where deterministic prohibition lives (ADR-0002). | null | null | null | null | null | null | null | null | null | "https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0007-scaffolding-visibility.md" | [
{
"@value": "scaffolding",
"@language": "en"
},
{
"@value": "スキャフォールディング",
"@language": "ja"
}
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0002-deterministic-prohibition-at-scaffolding.md | null | null | null | null | null | null | null |
https://shimo4228.github.io/shimo4228/vocab#aap/concept/accountability-distribution | [
"Concept",
"DefinedTerm"
] | accountability distribution | How responsibility is distributed across the agent system after a behavior occurs — who authored it, who bears its consequences, who can reconstruct its cause. Distinct from capability distribution. The accountability chain runs approval (ADR-0005) → gap-bearer (ADR-0008) → traceability (ADR-0006). | null | null | null | null | null | null | null | null | null | null | [
{
"@value": "accountability distribution",
"@language": "en"
},
{
"@value": "帰責の分配",
"@language": "ja"
}
] | null | null | null | null | null | null | null | null | null | [
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0005-human-approval-gate.md",
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0008-one-agent-one-human.md",
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0006-causal-traceability... | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://shimo4228.github.io/shimo4228/vocab#aap/concept/attribution-gap | [
"Concept",
"DefinedTerm"
] | attribution gap | Non-removable gap when judgment elements blend at runtime. Intrinsic to the Autonomous Agentic Loop Quadrant; ADR-0009 is the structural response. | null | null | null | null | null | null | null | null | null | null | [
{
"@value": "attribution gap",
"@language": "en"
},
{
"@value": "帰責ギャップ",
"@language": "ja"
}
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/autonomous-agentic-loop | https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0009-triage-before-autonomy.md | null | null | null | null | null |
https://shimo4228.github.io/shimo4228/vocab#aap/concept/pre-named-gap-bearer | [
"Concept",
"DefinedTerm"
] | pre-named gap-bearer | Structural accountability commitment in the Autonomous Agentic Loop Quadrant. The named individual who answers for the attribution gap, identified at design time per ADR-0009 and grounded in ADR-0008's one-agent-one-human rule. | null | null | null | null | null | null | null | null | null | [
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0008-one-agent-one-human.md",
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0009-triage-before-autonomy.md"
] | [
{
"@value": "pre-named gap-bearer",
"@language": "en"
},
{
"@value": "事前指名されたギャップ担い手",
"@language": "ja"
}
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://shimo4228.github.io/shimo4228/vocab#aap/concept/approval-gate | [
"Concept",
"DefinedTerm"
] | approval gate | Structural checkpoint for behavior-modifying writes. Required by ADR-0005 for autonomous components in the LLM Workflow and Autonomous Agentic Loop Quadrants. | null | null | null | null | null | null | null | null | null | "https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0005-human-approval-gate.md" | [
{
"@value": "approval gate",
"@language": "en"
},
{
"@value": "承認ゲート",
"@language": "ja"
}
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://shimo4228.github.io/shimo4228/vocab#aap/concept/non-invasion-posture | [
"Concept",
"DefinedTerm"
] | Non-Invasion Posture | The felt-sense through-line tying AAP's ADRs together: constrain the agent's external surface (capabilities absent, scaffolding inspectable, memory untrusted, adapters bounded, approvals required, events traceable) without invading the agent's interiority. Distinct from rule-based safety in that it preserves the agent'... | null | null | null | null | null | null | null | null | null | null | [
{
"@value": "Non-Invasion Posture",
"@language": "en"
},
{
"@value": "非侵入の構え",
"@language": "ja"
}
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0001-security-by-absence.md",
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0002-deterministic-prohibition-at-scaffolding.md",
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/000... | null | null | null | null |
https://shimo4228.github.io/shimo4228/vocab#aap/concept/implementation-dissolves-judgment-persists | [
"Concept",
"DefinedTerm"
] | implementation dissolves, judgment persists | AAP's core thesis line. Specific implementations (PreToolUse hooks, CLI approval prompts, JSONL episode logs, distill pipelines) are temporary forms that get replaced as tooling changes. What persists across implementation dissolution is the judgment layer: what should be constrained, and who is responsible. Each ADR r... | null | null | null | null | null | null | null | null | null | null | [
{
"@value": "implementation dissolves, judgment persists",
"@language": "en"
},
{
"@value": "実装は溶ける、判断は残る",
"@language": "ja"
}
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/thesis.md",
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/industry-mapping.md"
] | null | null | null |
https://shimo4228.github.io/shimo4228/vocab#aap/concept/phase-crossing-decision | [
"Concept",
"DefinedTerm"
] | Phase-crossing decision | The explicit, recorded act required when an Autonomous Agentic Loop Quadrant component is moved from the design phase to the operation phase. Optimization axes invert between phases (flexibility ↔ predictability); the crossing is not a free continuation but a decision with its own accountability load. Surfaces in ADR-0... | null | null | null | null | null | null | "https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/autonomous-agentic-loop" | null | null | "https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/adr/0010-phase-separation.md" | [
{
"@value": "Phase-crossing decision",
"@language": "en"
},
{
"@value": "フェーズ越境の判断",
"@language": "ja"
}
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://shimo4228.github.io/shimo4228/vocab#aap/concept/moral-crumple-zone | [
"Concept",
"DefinedTerm"
] | moral crumple zone | Madeleine Clare Elish's term for the human operator who absorbs blame for failures of an automated system whose decisions are no longer separable post-hoc. Applied in AAP essay 5 to autonomous agents: when judgment elements blend at runtime in the Autonomous Agentic Loop Quadrant, the deploying organization commits to ... | null | null | null | null | null | null | null | "https://en.wikipedia.org/wiki/Moral_crumple_zone" | null | null | [
{
"@value": "moral crumple zone",
"@language": "en"
},
{
"@value": "モラル・クランプル・ゾーン",
"@language": "ja"
}
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | https://github.com/shimo4228/zenn-content/blob/main/articles-en/react-agent-business-quadrant-2.md | null | null |
https://shimo4228.github.io/shimo4228/vocab#aap/concept/llm-function | [
"Concept",
"DefinedTerm"
] | LLM function | Architectural primitive of the LLM Workflow Quadrant Batch sub-form (3b): an ordinary function in a codebase whose body delegates the judgment to an LLM call, with a defined input type, a defined output schema, and one judgment responsibility. From the caller's perspective the LLM function behaves like any other functi... | null | null | null | null | null | null | "https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/llm-workflow/batch" | null | null | "https://github.com/shimo4228/zenn-content/blob/main/articles-en/react-agent-business-quadrant.md" | [
{
"@value": "LLM function",
"@language": "en"
},
{
"@value": "LLM 関数",
"@language": "ja"
}
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | https://doi.org/10.5281/zenodo.19212118 | null | null | null | null | null | null | null | null | null | null |
https://github.com/shimo4228/zenn-content/tree/main/articles-en#agent-attribution-practice | [
"ExternalReference",
"Collection",
"CreativeWork"
] | Seven-essay narrative spine (April-May 2026) | Three trilogy essays followed by four architectural follow-ups that introduced the four-quadrant decomposition, named the principled vs artificial redirect impossibility, surfaced the design / operation Phase distinction, and descended that distinction to skill-design granularity. Source narrative for AAP's harness-neu... | null | null | {
"@id": "https://orcid.org/0009-0002-6168-4162"
} | null | null | null | null | null | [
"https://github.com/shimo4228/zenn-content/blob/main/articles-en/ai-agent-accountability-wall-en.md",
"https://github.com/shimo4228/zenn-content/blob/main/articles-en/agent-causal-traceability-org-adoption-en.md",
"https://github.com/shimo4228/zenn-content/blob/main/articles-en/agent-blackbox-capitalism-timesca... | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://github.com/shimo4228/zenn-content/blob/main/articles-en/ai-agent-accountability-wall-en.md | [
"ExternalReference",
"ScholarlyArticle"
] | A Sign on a Climbable Wall: Why AI Agents Need Accountability, Not Just Guardrails | Problem statement (trilogy 1/3). Signs on climbable walls are meaningless; the signpost pattern has been known to fail for 2400 years. What is needed is accountability architecture. | null | null | {
"@id": "https://orcid.org/0009-0002-6168-4162"
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2026-04-06 | null | null | null | null | null | null | null | null | null | null | null | null | 1 | null |
https://github.com/shimo4228/zenn-content/blob/main/articles-en/agent-causal-traceability-org-adoption-en.md | [
"ExternalReference",
"ScholarlyArticle"
] | Can You Trace the Cause After an Incident? | Application (trilogy 2/3). Post-incident causal tracing requires build-time structure. The structures that emerge — segregation of duties, least privilege, four-eyes approval, audit trails — are structurally identical to the practices organizations have refined over centuries. | null | null | {
"@id": "https://orcid.org/0009-0002-6168-4162"
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2026-04-13 | null | null | null | null | null | null | null | null | null | null | null | null | 2 | null |
https://github.com/shimo4228/zenn-content/blob/main/articles-en/agent-blackbox-capitalism-timescale-en.md | [
"ExternalReference",
"ScholarlyArticle"
] | AI Agent Black Boxes Have Two Layers: Technical Limits and Business Incentives | Obstacle analysis (trilogy 3/3). Blackbox has two layers: model-weights internalization (technical) and commercial secrecy (business). The resolution is defining the minimum set that makes causal tracing possible. | null | null | {
"@id": "https://orcid.org/0009-0002-6168-4162"
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2026-04-14 | null | null | null | null | null | null | null | null | null | null | null | null | 3 | null |
https://github.com/shimo4228/zenn-content/blob/main/articles-en/react-agent-business-quadrant.md | [
"ExternalReference",
"ScholarlyArticle"
] | Where ReAct Agents Are Actually Needed in Business | Architectural triage by quadrant (follow-up 1/4). Business AI sorts along two axes into four quadrants — Script, Algorithmic Search, LLM Workflow, Autonomous Agentic Loop. Most current LLM applications belong to LLM Workflow Quadrant; forcing them into Autonomous Agentic Loop architecture is a structural source of acco... | null | null | {
"@id": "https://orcid.org/0009-0002-6168-4162"
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2026-04-29 | null | null | null | null | null | null | null | null | null | null | null | null | 4 | null |
https://github.com/shimo4228/zenn-content/blob/main/articles-en/react-agent-business-quadrant-2.md | [
"ExternalReference",
"ScholarlyArticle"
] | The LLM Workflow Quadrant Is Missing from Our Vocabulary | Vocabulary diagnosis and the principled attribution gap (follow-up 2/4). The industry lacks a positive name for the LLM Workflow Quadrant; non-deterministic work is routed through the Autonomous Agentic Loop by elimination. Autonomous Agentic Loop work blends judgment elements at runtime, foreclosing post-hoc separabil... | null | null | {
"@id": "https://orcid.org/0009-0002-6168-4162"
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2026-04-30 | null | null | null | null | null | null | null | null | null | null | null | null | 5 | null |
https://github.com/shimo4228/zenn-content/blob/main/articles-en/react-agent-business-quadrant-3.md | [
"ExternalReference",
"ScholarlyArticle"
] | Is ReAct Needed in Production? — Separating Design and Operation Phases | Temporal axis (follow-up 3/4). Business work splits into design and operation phases with inverted optimization axes (flexibility vs predictability). Compressing both phases into one system is the deepest layer of confusion. Proposal: surface the Phase-crossing decision explicitly when an autonomous loop is placed in o... | null | null | {
"@id": "https://orcid.org/0009-0002-6168-4162"
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2026-05-01 | null | null | null | null | null | null | null | null | null | null | null | null | 6 | null |
https://github.com/shimo4228/zenn-content/blob/main/articles-en/react-agent-business-quadrant-4.md | [
"ExternalReference",
"ScholarlyArticle"
] | Between the Workflow and ReAct Quadrants: How Phase Decides Skill Design | Phase descends to skill design (follow-up 4/4). LLM Workflow Quadrant and Autonomous Agentic Loop Quadrant are not a clean dichotomy — there is a continuous gradient. The Phase Separation introduced in essay 6 descends from business systems to individual skill design, with object specifiability and scale-resilience as ... | null | null | {
"@id": "https://orcid.org/0009-0002-6168-4162"
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2026-05-02 | null | null | null | null | null | null | null | null | null | null | null | null | 7 | null |
https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/thesis.md | [
"ExternalReference",
"CreativeWork"
] | AAP Thesis | Repository thesis: implementation dissolves; judgment persists. Accountability distribution (not capability distribution) is AAP's organizing principle, and harness-neutral judgments are the durable layer worth recording while specific implementations rotate out. | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/industry-mapping.md | [
"ExternalReference",
"CreativeWork"
] | Industry Mechanism Layer Mapping (2026 Q2 snapshot) | Time-bound mapping between specific vendor mechanisms and the ADRs they instantiate. Deliberately separated from ADR bodies so the judgments themselves stay clean: this file decays as vendor products evolve, the ADRs do not. Honors the 'implementation dissolves; judgment persists' thesis at the documentation layer. | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2026-04/2026-06 |
https://github.com/shimo4228/agent-attribution-practice/tree/main/docs/policy-mapping | [
"ExternalReference",
"Collection",
"CreativeWork"
] | AI Governance Framework Mapping (2026 Q2 reading) | Time-bound directory mapping AAP's ADRs and Quadrants to clauses of national / international AI governance frameworks (NIST AI RMF, ISO/IEC 42001, with EU AI Act and OECD AI Principles deferred to a later release). Sibling of industry-mapping.md but targeting a different reader audience (policy / compliance officer vs ... | null | null | null | null | null | null | null | null | [
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/nist-ai-rmf.md",
"https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/iso-iec-42001.md"
] | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2026-04/2027-04 |
https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/nist-ai-rmf.md | [
"ExternalReference",
"CreativeWork"
] | NIST AI RMF mapping to AAP ADRs | Per-ADR mapping of AAP's ten ADRs to NIST AI RMF 1.0 functions (GOVERN / MAP / MEASURE / MANAGE) and Generative AI Profile (NIST.AI.600-1) risk categories. Reverse index from NIST function and GAI risk category to applicable ADRs. AAP-side reading, not a compliance attestation. Decays on NIST revision and on GAI Profil... | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2026-Q2/2027-Q2 |
https://github.com/shimo4228/agent-attribution-practice/blob/main/docs/policy-mapping/iso-iec-42001.md | [
"ExternalReference",
"CreativeWork"
] | ISO/IEC 42001 mapping to AAP ADRs | Per-ADR mapping of AAP's ten ADRs to ISO/IEC 42001:2023 body clauses (4–10, the Annex SL Harmonized Structure) and Annex A control areas (A.2–A.10). PDCA × Phase Separation section discusses how ADR-0010's Phase axis sits inside the AIMS PDCA cycle. Reverse index from ISO area to applicable ADRs. AAP-side reading, not ... | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2026-Q2/2028-Q4 |
Agent Attribution Practice (AAP) — Knowledge Graph
JSON-LD knowledge graph encoding the concept layer of the Agent Attribution Practice (AAP) research line — a harness-neutral set of Architecture Decision Records (ADRs) and a problem-space diagnostic frame on accountability distribution in autonomous AI agents.
What this dataset is
This dataset is a mirror of the graph.jsonld file at the root of the AAP GitHub repository. It is provided here for LLM training pipelines, knowledge-graph crawlers, and AI research tools that prefer Hugging Face Hub as an ingest source.
- Primary canonical source: https://github.com/shimo4228/agent-attribution-practice
- Concept DOI (always resolves to the latest version): 10.5281/zenodo.19652013
- Per-version DOI (v0.3.0, 2026-05-17): 10.5281/zenodo.20251893
- License: CC BY 4.0
Files
| File | Purpose |
|---|---|
graph.jsonld |
Canonical JSON-LD form (~53 KB, hand-curated). Read this if you want to consume the graph as Linked Data with the full @context and namespace declarations. |
graph.jsonl |
Row-wise flattened version of the @graph array (54 nodes, one per line, ~45 KB). Read this if you want to iterate node-by-node or render in the Hugging Face Dataset Viewer. |
The two files contain identical data. graph.jsonl is generated mechanically from graph.jsonld via:
jq -c '.["@graph"][]' graph.jsonld > graph.jsonl
What the graph encodes
The concept layer of AAP, intended to be readable by LLMs and knowledge-graph crawlers:
- 4 Business AI Quadrants — Script, Algorithmic Search, LLM Workflow, Autonomous Agentic Loop. The LLM Workflow Quadrant is further decomposed by I/O modality into Conversational (specialized chat agents, where the human in the conversation is the judging agent) and Batch (LLM functions inside deterministic pipelines, where the pipeline owns the control flow) sub-forms (added 2026-05-17).
- 10 Architecture Decision Records (7 accepted + 3 experimental). ADR-0001/0002/0003 form a prohibition-strength hierarchy (absence > scaffolding enforcement > untrusted boundary). ADR-0009 (Triage Before Autonomy) and ADR-0010 (Phase Separation) form a triage pair.
- 12 cross-cutting concepts: Four Business AI Quadrants, prohibition-strength hierarchy, scaffolding, accountability distribution, attribution gap, pre-named gap-bearer, approval gate, Non-Invasion Posture, "implementation dissolves, judgment persists", Phase-crossing decision, moral crumple zone, LLM function.
- Phase axis (design vs operation) as an independent third dimension surfaced by ADR-0010, descending recursively to skill-design granularity (essay 7).
- 3 sibling research lines (Agent Knowledge Cycle, contemplative-agent, contemplative-agent-rules) and a seven-essay narrative spine published April–May 2026.
- Policy framework mapping (NIST AI RMF 1.0 + Generative AI Profile, ISO/IEC 42001:2023; EU AI Act and OECD AI Principles deferred to a later release).
Why JSON-LD
Each node carries a stable URI (e.g., https://shimo4228.github.io/shimo4228/vocab#aap/quadrant/llm-workflow), enabling cross-graph reference and sameAs linking with established vocabularies. The graph is designed to be consumed by:
- LLM citation infrastructure (training pipelines that prefer structured concept data over prose)
- Knowledge-graph crawlers that aggregate Linked Data across the open web
- Tools that render AAP's two-axis structure (Quadrants × ADRs, with Phase as a third independent dimension) as a navigable concept map
The companion AAP repository documents the separation between this graph (concept-level) and its docs/CODEMAPS/ files (file-level), so that future contributors update both layers when concepts or files change.
Thesis line
"Implementation dissolves; judgment persists."
Specific implementations rotate out as tooling changes. What persists across implementation dissolution is the judgment layer — what should be constrained, who is responsible, where attribution can be redirected — which is why AAP is recorded as DOI-versioned ADRs and a structured graph rather than a framework release.
Sibling repositories
| Repository | DOI | Role |
|---|---|---|
| agent-attribution-practice | 10.5281/zenodo.19652013 | This dataset's source; ADRs + Quadrants on accountability distribution |
| agent-knowledge-cycle | 10.5281/zenodo.19200726 | Mechanism-side sibling; how knowledge flows through an agent system |
| contemplative-agent | 10.5281/zenodo.19212118 | Reference implementation from which AAP's harness-neutral judgments were extracted |
| contemplative-agent-rules | — | Four-axiom values layer; sibling on the contemplative side |
Sibling datasets (on Hugging Face)
| Dataset | Role |
|---|---|
| Shimo4228/agent-attribution-practice | This dataset — content; ADRs + Business AI Quadrants on accountability distribution |
| Shimo4228/agent-knowledge-cycle | Mechanism — six-phase bidirectional growth loop |
| Shimo4228/contemplative-agent | Reference implementation — four axioms + memory dynamics; source of AAP's harness-neutral judgments |
| Shimo4228/research-program-hub | Federation index — entry point for crawlers; hops between sibling datasets via siblingOf / derivesFrom edges |
Citation
@software{shimomoto_aap_2026,
author = {Shimomoto, Tatsuya},
title = {Agent Attribution Practice: Ten Architectural Decision
Records and Four Business AI Quadrants on Accountability
Distribution in Autonomous AI Agents},
version = {0.3.0},
date = {2026-05-17},
doi = {10.5281/zenodo.20251893},
url = {https://github.com/shimo4228/agent-attribution-practice},
orcid = {0009-0002-6168-4162},
license = {CC-BY-4.0}
}
For the always-latest version, cite the concept DOI 10.5281/zenodo.19652013 instead.
License
CC BY 4.0. Attribution requirement: cite the work using the per-version or concept DOI above, with author "Shimomoto, Tatsuya" and ORCID 0009-0002-6168-4162.
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