AI Governance Source-State Registry

Twenty-five records separate exact source preservation from role claims, operational capability, legal authority, currentness, and independent verification.

Browse records Open JSON Accountability registry

OWNER-SUPPLIED RESEARCH INPUT — NOT SPECIALIST DISPOSITION

Source preservation does not certify an external claim.

AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.

FIVE REPORTS × FIVE EVIDENCE DIMENSIONS

What the source can and cannot support

Source	Dimension	Evidence state	Supported scope	Required verification
Publicly Traded AI Companies.md `AIGOV-SOURCE-80-01-01`	scope-and-definition What functional category or analytical boundary the report describes.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Public-market AI exposure, business-model distinctions, disclosure, and investment-neutrality boundaries. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.
Publicly Traded AI Companies.md `AIGOV-SOURCE-80-01-02`	role-title-or-status Whether an AI title, role, ownership claim, or governance label is symbolic, advisory, operational, proxy, experimental, or legally recognized.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Public-market AI exposure, business-model distinctions, disclosure, and investment-neutrality boundaries. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.
Publicly Traded AI Companies.md `AIGOV-SOURCE-80-01-03`	operational-capability What the source says a system can do, while separating capability, demonstration, procurement, deployment, and effectiveness.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Public-market AI exposure, business-model distinctions, disclosure, and investment-neutrality boundaries. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.
Publicly Traded AI Companies.md `AIGOV-SOURCE-80-01-04`	legal-authority-and-accountability Who remains legally or institutionally responsible, and what the source does not establish about personhood, office, fiduciary status, or democratic legitimacy.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Public-market AI exposure, business-model distinctions, disclosure, and investment-neutrality boundaries. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.
Publicly Traded AI Companies.md `AIGOV-SOURCE-80-01-05`	currentness-and-independent-verification What must be refreshed or independently verified before a date-sensitive public claim can be treated as current.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Public-market AI exposure, business-model distinctions, disclosure, and investment-neutrality boundaries. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.
AI Proxy Governance In Nations.md `AIGOV-SOURCE-80-02-01`	scope-and-definition What functional category or analytical boundary the report describes.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Synthetic political actors, state decision support, proxy responsibility, democratic authority, and public-administration boundaries. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.
AI Proxy Governance In Nations.md `AIGOV-SOURCE-80-02-02`	role-title-or-status Whether an AI title, role, ownership claim, or governance label is symbolic, advisory, operational, proxy, experimental, or legally recognized.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Synthetic political actors, state decision support, proxy responsibility, democratic authority, and public-administration boundaries. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.
AI Proxy Governance In Nations.md `AIGOV-SOURCE-80-02-03`	operational-capability What the source says a system can do, while separating capability, demonstration, procurement, deployment, and effectiveness.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Synthetic political actors, state decision support, proxy responsibility, democratic authority, and public-administration boundaries. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.
AI Proxy Governance In Nations.md `AIGOV-SOURCE-80-02-04`	legal-authority-and-accountability Who remains legally or institutionally responsible, and what the source does not establish about personhood, office, fiduciary status, or democratic legitimacy.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Synthetic political actors, state decision support, proxy responsibility, democratic authority, and public-administration boundaries. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.
AI Proxy Governance In Nations.md `AIGOV-SOURCE-80-02-05`	currentness-and-independent-verification What must be refreshed or independently verified before a date-sensitive public claim can be treated as current.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Synthetic political actors, state decision support, proxy responsibility, democratic authority, and public-administration boundaries. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.
AI Proxy Corporate Leadership.md `AIGOV-SOURCE-80-03-01`	scope-and-definition What functional category or analytical boundary the report describes.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Algorithmic executive functions, board and officer responsibility, fiduciary duty, and legal-wrapper boundaries. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.
AI Proxy Corporate Leadership.md `AIGOV-SOURCE-80-03-02`	role-title-or-status Whether an AI title, role, ownership claim, or governance label is symbolic, advisory, operational, proxy, experimental, or legally recognized.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Algorithmic executive functions, board and officer responsibility, fiduciary duty, and legal-wrapper boundaries. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.
AI Proxy Corporate Leadership.md `AIGOV-SOURCE-80-03-03`	operational-capability What the source says a system can do, while separating capability, demonstration, procurement, deployment, and effectiveness.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Algorithmic executive functions, board and officer responsibility, fiduciary duty, and legal-wrapper boundaries. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.
AI Proxy Corporate Leadership.md `AIGOV-SOURCE-80-03-04`	legal-authority-and-accountability Who remains legally or institutionally responsible, and what the source does not establish about personhood, office, fiduciary status, or democratic legitimacy.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Algorithmic executive functions, board and officer responsibility, fiduciary duty, and legal-wrapper boundaries. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.
AI Proxy Corporate Leadership.md `AIGOV-SOURCE-80-03-05`	currentness-and-independent-verification What must be refreshed or independently verified before a date-sensitive public claim can be treated as current.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Algorithmic executive functions, board and officer responsibility, fiduciary duty, and legal-wrapper boundaries. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.
AI Owned and Run Businesses.md `AIGOV-SOURCE-80-04-01`	scope-and-definition What functional category or analytical boundary the report describes.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Agentic enterprise operation, autonomous workflows, tool use, liability, security, and ownership claims. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.
AI Owned and Run Businesses.md `AIGOV-SOURCE-80-04-02`	role-title-or-status Whether an AI title, role, ownership claim, or governance label is symbolic, advisory, operational, proxy, experimental, or legally recognized.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Agentic enterprise operation, autonomous workflows, tool use, liability, security, and ownership claims. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.
AI Owned and Run Businesses.md `AIGOV-SOURCE-80-04-03`	operational-capability What the source says a system can do, while separating capability, demonstration, procurement, deployment, and effectiveness.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Agentic enterprise operation, autonomous workflows, tool use, liability, security, and ownership claims. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.
AI Owned and Run Businesses.md `AIGOV-SOURCE-80-04-04`	legal-authority-and-accountability Who remains legally or institutionally responsible, and what the source does not establish about personhood, office, fiduciary status, or democratic legitimacy.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Agentic enterprise operation, autonomous workflows, tool use, liability, security, and ownership claims. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.
AI Owned and Run Businesses.md `AIGOV-SOURCE-80-04-05`	currentness-and-independent-verification What must be refreshed or independently verified before a date-sensitive public claim can be treated as current.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Agentic enterprise operation, autonomous workflows, tool use, liability, security, and ownership claims. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.
AI in Municipal Governance.md `AIGOV-SOURCE-80-05-01`	scope-and-definition What functional category or analytical boundary the report describes.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Municipal AI, digital twins, urban operating systems, administrative process, procurement, access, and redress. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.
AI in Municipal Governance.md `AIGOV-SOURCE-80-05-02`	role-title-or-status Whether an AI title, role, ownership claim, or governance label is symbolic, advisory, operational, proxy, experimental, or legally recognized.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Municipal AI, digital twins, urban operating systems, administrative process, procurement, access, and redress. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.
AI in Municipal Governance.md `AIGOV-SOURCE-80-05-03`	operational-capability What the source says a system can do, while separating capability, demonstration, procurement, deployment, and effectiveness.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Municipal AI, digital twins, urban operating systems, administrative process, procurement, access, and redress. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.
AI in Municipal Governance.md `AIGOV-SOURCE-80-05-04`	legal-authority-and-accountability Who remains legally or institutionally responsible, and what the source does not establish about personhood, office, fiduciary status, or democratic legitimacy.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Municipal AI, digital twins, urban operating systems, administrative process, procurement, access, and redress. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.
AI in Municipal Governance.md `AIGOV-SOURCE-80-05-05`	currentness-and-independent-verification What must be refreshed or independently verified before a date-sensitive public claim can be treated as current.	SOURCE_BYTES_PRESERVED_CLAIM_NOT_INDEPENDENTLY_CERTIFIED DATE_BOUNDED_REFRESH_REQUIRED	Municipal AI, digital twins, urban operating systems, administrative process, procurement, access, and redress. Unsupported inference AI assistance is not legal office-holding. Technical capability is not delegated authority. Delegated workflow is not delegated fiduciary duty. A model recommendation is not a lawful public or corporate act. A human legal wrapper does not make machine judgment independently accountable. A municipal dashboard, digital twin, or urban operating system is not democratic legitimacy. A public-company AI claim, ticker, revenue figure, valuation, or market forecast is not investment suitability. A pilot, press release, procurement notice, demonstration, symbolic appointment, or vendor claim is not verified autonomous control. Formal human presence is not meaningful review without knowledge, time, independence, authority, and an effective intervention path.	Retrieve and preserve an attributable primary or otherwise appropriate source, record the date and exact proposition, test for contradiction, and adjudicate before canonical promotion.