Maha Policy · governed federation

Algorithmic Impact Assessment — Uncertainty

Algorithmic Impact Assessment, in this uncertainty analysis, 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.

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answer

Direct answer

Algorithmic Impact Assessment, in this uncertainty analysis, 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.

role-method

Uncertainty analysis

Separate measured uncertainty, model limitation, unresolved evidence, and future-change risk.

Unknown is a valid state and must not be replaced with an invented probability or confidence score.

Applied 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.

authority

Definition and operating context

The canonical concept owner is maha-policy. This route may apply governance; it cannot redefine or inherit the authority of its canonical owner.

This property may publish current-law summaries, policy evidence, Maha proposals labelled as proposals. It must not publish legal advice or proposal presented as enacted law.

evidence

Evidence and exact locators

Algorithmic Impact Assessment tool — Introduction; Using and scoring the assessment; impact levels; publication instructions. Establishes: 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.

Guide on the Scope of the Directive on Automated Decision-Making — Five key elements of scope; administrative decision; replaces or assists judgment; production environment. Establishes: The Directive applies to scoped Canadian federal automated systems that make or assist administrative decisions and meet all stated scope elements.

limitations

What the evidence does not establish

The tool is mandatory only within its Canadian federal policy scope and does not establish universal risk, legal compliance, or correctness of an operator’s answers.

Many AI and government uses fall outside the Directive; voluntary reuse does not turn the tool into binding law elsewhere.

This route must not claim legal advice.

This route must not claim proposal presented as enacted law.

relationships

Related definitions and applications

same-topic-application: https://policy.mahastrategies.com/policy/algorithmic-impact-assessment/definition

graphEdges: https://policy.mahastrategies.com/policy/tool-governance/definition

same-topic-application: https://policy.mahastrategies.com/policy/algorithmic-impact-assessment/mechanisms

same-topic-application: https://policy.mahastrategies.com/policy/algorithmic-impact-assessment/sources

property-home: https://policy.mahastrategies.com/

same-topic-application: https://policy.mahastrategies.com/policy/algorithmic-impact-assessment/comparison

same-topic-application: https://policy.mahastrategies.com/policy/algorithmic-impact-assessment/current-law

bounded answers

Questions this page can answer

What does Algorithmic Impact Assessment mean in this bounded context?

Algorithmic Impact Assessment, in this uncertainty analysis, 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.

Which inspected sources support this uncertainty answer?

Algorithmic Impact Assessment tool (living official tool inspected 2026-09-06), at Introduction; Using and scoring the assessment; impact levels; publication instructions, supports 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. Guide on the Scope of the Directive on Automated Decision-Making (living official guidance inspected 2026-09-06), at Five key elements of scope; administrative decision; replaces or assists judgment; production environment, supports the Directive applies to scoped Canadian federal automated systems that make or assist administrative decisions and meet all stated scope elements.

What does the evidence not establish?

The tool is mandatory only within its Canadian federal policy scope and does not establish universal risk, legal compliance, or correctness of an operator’s answers. Many AI and government uses fall outside the Directive; voluntary reuse does not turn the tool into binding law elsewhere. Property boundary: This route may apply governance; it cannot redefine or inherit the authority of its canonical owner.

Which definition or canonical owner must be read first?

This page is the local maha-policy definition for its topic. Related applications may depend on it but may not silently redefine it.

What source, policy, implementation, or release change would require revision?

Re-evaluate this page when a cited source, locator, governing instrument, local implementation, or canonical definition changes. Publication also requires a matching exact-revision review and active canonical release.