Maha Policy · discovery index
Evidence
Claim-specific evidence assessments with exact sources, locators, rights, scope, and boundaries.
This index contains 30 active, exact-revision Policy pages. Inclusion does not transfer evidence, authority, jurisdiction, or review from one topic to another.
30 governed pages
Agent Identity — Evidence
Agent Identity, in this evidence assessment, is limited to the following inspected scope. A SPIFFE ID names a workload within a trust domain, and a signed SVID lets a compute endpoint present that identifier for cryptographic verification. The guidelines define assurance concepts for identity proofing, authentication, federation, identifiers, and subscriber accounts for natural-person subjects. The answer carries the source boundaries forward and does not infer authority from a neighboring topic.
Read governed page ↗AI Agent Accountability — Evidence
AI Agent Accountability, in this evidence assessment, is limited to the following inspected scope. Accountability according to role, traceability, and systematic risk management. Logging, oversight, incident/corrective duties, and deployer obligations for covered systems. The answer carries the source boundaries forward and does not infer authority from a neighboring topic.
Read governed page ↗Algorithmic Impact Assessment — Evidence
Algorithmic Impact Assessment, in this evidence assessment, is limited to the following inspected scope. The questionnaire evaluates system, algorithm, decision, impact, and data factors to determine an impact level and associated mitigations under the Directive on Automated Decision-Making. The Directive applies to scoped Canadian federal automated systems that make or assist administrative decisions and meet all stated scope elements. The answer carries the source boundaries forward and does not infer authority from a neighboring topic.
Read governed page ↗Assurance Cases — Evidence
Assurance Cases — Evidence is limited to the bound authority, implementation, or commercial acquisition state and carries its exclusions explicitly.
Read governed page ↗Auditability — Evidence
Auditability — Evidence: Understand Auditability through the evidence lens in Policy Clearing on policy.mahastrategies.com.
Read governed page ↗Automated Decision Governance — Evidence
Automated Decision Governance, in this evidence assessment, is limited to the following inspected scope. EU restrictions and safeguards for certain decisions based solely on automated processing. Human-oversight objectives and capabilities for high-risk AI systems. The answer carries the source boundaries forward and does not infer authority from a neighboring topic.
Read governed page ↗Biometric Governance — Evidence
Biometric Governance, in this evidence assessment, is limited to the following inspected scope. Definitions and conditions for biometric identification, categorisation, remote identification, and selected prohibited or high-risk uses. Definition of biometric data and restrictions on special-category processing and automated decisions. The answer carries the source boundaries forward and does not infer authority from a neighboring topic.
Read governed page ↗Capability Controls — Evidence
Capability Controls, in this evidence assessment, is limited to the following inspected scope. Sender-constrained access tokens and restriction to minimum required privileges, audience, resources, and actions. Enforcing approved authorizations and limiting privileges to required functions. The answer carries the source boundaries forward and does not infer authority from a neighboring topic.
Read governed page ↗Competition Policy — Evidence
Competition Policy — Evidence is limited to the behavior or authority established by the bound source and explicitly excludes the source's non-claims.
Read governed page ↗Copyright And Training Data — Evidence
Copyright And Training Data, in this evidence assessment, is limited to the following inspected scope. EU text-and-data-mining exceptions, lawful access, retention, and machine-readable reservation. GPAI-provider copyright policy and public training-content summary duties. Current U.S. Copyright Office analysis of training uses and licensing questions. The answer carries the source boundaries forward and does not infer authority from a neighboring topic.
Read governed page ↗Data Protection — Evidence
Data Protection, in this evidence assessment, is limited to the following inspected scope. EU data-processing principles, automated decisions, controller responsibility, and data protection by design/default. Operational privacy-risk management functions. The answer carries the source boundaries forward and does not infer authority from a neighboring topic.
Read governed page ↗Digital Public Infrastructure — Evidence
Digital Public Infrastructure — Evidence is limited to the bound authority, implementation, or commercial acquisition state and carries its exclusions explicitly.
Read governed page ↗Export Controls — Evidence
Export Controls, in this evidence assessment, is limited to the following inspected scope. The EAR organizes U.S. dual-use export controls through classifications, destinations, end uses, end users, license requirements, and exceptions. GAO describes the 2022–2023 advanced-semiconductor controls, later updates, and reported compliance challenges including rule frequency and complexity. The answer carries the source boundaries forward and does not infer authority from a neighboring topic.
Read governed page ↗Health AI Governance — Evidence
Health AI Governance, in this evidence assessment, is limited to the following inspected scope. WHO frames health-AI governance through autonomy, well-being and safety, transparency, accountability, inclusion, and sustainability. The principles address multidisciplinary expertise, representative data, independent test sets, appropriate reference standards, human-AI interaction, deployed performance, and user information for ML-enabled medical devices. The answer carries the source boundaries forward and does not infer authority from a neighboring topic.
Read governed page ↗Human Oversight — Evidence
Human Oversight, in this evidence assessment, is limited to the following inspected scope. Human oversight objectives, competence, interpretation, override, intervention, and stop capability for high-risk systems. A human able to deny tool invocations in MCP deployments. The answer carries the source boundaries forward and does not infer authority from a neighboring topic.
Read governed page ↗Incident Reporting — Evidence
Incident Reporting — Evidence: Understand Incident Reporting through the evidence lens in Policy Clearing on policy.mahastrategies.com.
Read governed page ↗Intellectual Property — Evidence
Intellectual Property — Evidence is limited to the bound authority, implementation, or commercial acquisition state and carries its exclusions explicitly.
Read governed page ↗International Coordination — Evidence
International Coordination, in this evidence assessment, is limited to the following inspected scope. Cross-border and cross-sector knowledge sharing, consensus technical standards, and comparable indicators are mechanisms for AI-policy coordination. A treaty framework for lifecycle consistency with human rights, democracy, and the rule of law, with cooperation and follow-up mechanisms. The answer carries the source boundaries forward and does not infer authority from a neighboring topic.
Read governed page ↗Interoperability — Evidence
Interoperability — Evidence is implemented as a source-bounded evidence guide. The inspected material supports only this scope: Defines legal, organizational, semantic, and technical interoperability and records assessment, reuse, governance, and implementation tradeoffs. The page retains this limit: EU public-sector law and guidance do not establish a universal private-sector machine rule or prove outcomes.
Read governed page ↗Machine Contracting — Evidence
Machine Contracting — Evidence: Understand Machine Contracting through the evidence lens in Policy Clearing on policy.mahastrategies.com.
Read governed page ↗Model Evaluation — Evidence
Model Evaluation — Evidence: Understand Model Evaluation through the evidence lens in Policy Clearing on policy.mahastrategies.com.
Read governed page ↗Public Sector Procurement — Evidence
Public Sector Procurement, in this evidence assessment, is limited to the following inspected scope. Covered U.S. federal agencies are directed to use cross-functional acquisition planning, protect privacy and government data, define IP terms, test systems in realistic settings, address lock-in, and use outcome-linked performance requirements and monitoring. The answer carries the source boundaries forward and does not infer authority from a neighboring topic.
Read governed page ↗Public Trust — Evidence
Public Trust, in this evidence assessment, is limited to the following inspected scope. Disclosure, meaningful information, and ability to challenge AI outcomes. Documentation, communication of impacts, limits, transparency, and accountability. The answer carries the source boundaries forward and does not infer authority from a neighboring topic.
Read governed page ↗Quantum Policy — Evidence
Quantum Policy — Evidence: Understand Quantum Policy through the evidence lens in Policy Clearing on policy.mahastrategies.com.
Read governed page ↗Research Integrity — Evidence
Research Integrity, in this evidence assessment, is limited to the following inspected scope. Reliability, honesty, respect, and accountability frame good research practice and responsibilities. The current PHS rule defines covered research misconduct and requirements for findings and proceedings within its statutory scope. The answer carries the source boundaries forward and does not infer authority from a neighboring topic.
Read governed page ↗Scientific Evidence Policy — Evidence
Scientific Evidence Policy — Evidence is implemented as a source-bounded evidence guide.
Read governed page ↗Semiconductor Policy — Evidence
That the statute creates a semiconductor incentive fund and directs a named appropriation toward fabrication, assembly, testing or packaging at mature technology nodes in the United States.
Read governed page ↗Standards And Conformity — Evidence
Standards And Conformity — Evidence: Understand Standards And Conformity through the evidence lens in Policy Clearing on policy.mahastrategies.com.
Read governed page ↗Tool Governance — Evidence
Tool Governance, in this evidence assessment, is limited to the following inspected scope. Ability to deny invocations and communicate tool exposure. Policy decision and enforcement points for each request. The answer carries the source boundaries forward and does not infer authority from a neighboring topic.
Read governed page ↗Traceability — Evidence
Traceability — Evidence: Understand Traceability through the evidence lens in Policy Clearing on policy.mahastrategies.com.
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