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Glosarium AI

Kamus lengkap Kecerdasan Buatan

162
kategori
2.032
subkategori
23.060
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Continuous algorithmic auditing

Systematic and ongoing process of evaluating AI algorithms to detect biases, discriminations and ethical drifts throughout their operational lifecycle.

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Ethical dashboard

Centralized visualization interface displaying real-time ethical performance metrics and key indicators of an AI system to facilitate decision-making.

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Post-deployment monitoring

Set of monitoring mechanisms activated after the deployment of an AI model to ensure the maintenance of initial ethical standards in the face of new data.

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Ethical performance indicators

Quantitative metrics specifically designed to measure and track the compliance of an AI system with predefined ethical principles such as fairness and non-discrimination.

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Ethical feedback loop

Systematic mechanism allowing users and stakeholders to report ethical concerns and initiate automatic or manual system corrections.

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Ethical risk score

Composite index quantifying the probability that an AI system violates established ethical principles, calculated from multiple continuously monitored risk factors.

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Ethical drift monitoring

Active surveillance of changes in an AI system's behavior that could compromise its initial ethical guarantees, often due to the evolution of input data.

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Ethical traceability log

Immutable register documenting all decisions, actions and modifications affecting the ethical characteristics of an AI system to ensure accountability.

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Continuous value validation

Iterative process regularly checking that AI system decisions and predictions remain aligned with the organization's fundamental ethical values.

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Early ethical warning system

Proactive mechanism detecting warning signs of potential ethical violations and triggering interventions before damages materialize.

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Ethical governance framework

Formal organizational structure defining responsibilities, processes, and tools to ensure consistent and systematic ethical oversight of AI systems.

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Dynamic fairness metrics

Adaptive indicators measuring algorithmic fairness in real-time, accounting for contextual and demographic changes to maintain distributive justice.

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Ethical compliance control

Systematic checks ensuring that the AI system's operation complies with applicable regulations, internal policies, and ethical standards.

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Continuous ethical impact assessment

Periodic and iterative analysis of the ethical consequences of an AI system on individuals and society, enabling proactive adaptation to emerging impacts.

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Algorithmic transparency monitoring

Continuous monitoring of the explainability level and documentation of algorithmic decisions to ensure maintained transparency to stakeholders.

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Real-time bias dashboard

Specialized interface dynamically displaying measures of algorithmic discrimination and bias to enable immediate detection and correction.

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Automatic Remediation System

Autonomous mechanism that automatically corrects ethical deviations detected by the monitoring system, according to predefined rules and intervention thresholds.

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Procedural Fairness Tracking

Specific monitoring ensuring that AI decision-making processes respect the principles of consistency, impartiality, and possibility of appeal.

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Explainability Monitoring

Continuous surveillance of an AI system's ability to provide comprehensible justifications for its decisions, essential for trust and accountability.

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Ethical Responsibility Framework

Formal structure establishing responsibility chains and reporting mechanisms for potential or confirmed ethical violations of AI systems.

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