From the course: CompTIA SecAI+ (CY0-001) Cert Prep
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OECD standards
From the course: CompTIA SecAI+ (CY0-001) Cert Prep
OECD standards
The Organization for Economic Cooperation and Development, or OECD, is an intergovernmental forum of 38 countries that publish research and policy guidance on economic and social issues. Back in 2019, its member states unanimously adopted a recommendation on artificial intelligence that served as the world's first intergovernmental agreement on AI. This recommendation is not a treaty, so it does not create legal obligations, but it expresses a common policy baseline that was later endorsed by the major industrialized nations. The text sets five high-level principles. Inclusive growth, sustainable development, and well-being. Human rights and democratic values, including fairness and privacy. Transparency and explainability. Robustness, security, and safety. And accountability. It also lists five concrete recommendations for policymakers. Invest in AI research and development, foster an inclusive AI enabling ecosystem, shape an enabling interoperable governance and policy environment…
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Contents
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The AI lifecycle1m 39s
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Business alignment in the AI lifecycle1m 43s
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Data collection2m 20s
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Data preparation3m 15s
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Model development and selection2m 13s
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Model evaluation and validation2m 29s
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Model deployment and integration3m 25s
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Monitoring and maintenance3m 19s
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Manipulating application integrations4m 8s
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AI supply chain attacks2m 4s
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Insecure plug-in design2m 9s
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Insecure output handling1m 23s
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Output integrity attacks2m 8s
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Model denial of service1m 31s
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Excessive agency1m 33s
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Overreliance1m 34s
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AI hallucinations1m 4s
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Monitoring prompts and responses2m 51s
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Log monitoring4m 30s
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Rate and cost monitoring5m 1s
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Auditing for AI hallucinations3m 33s
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Auditing for accuracy3m 29s
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Auditing for bias and fairness4m 35s
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Auditing access and security compliance3m 48s
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Responsible AI5m 29s
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AI risks2m 23s
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Introduction of bias2m 37s
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Accidental data leakage2m 53s
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Reputational loss2m 11s
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Accuracy and performance of the model2m 22s
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Intellectual property risks3m 31s
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Autonomous systems2m 27s
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Shadow IT and shadow AI1m 48s
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Awareness training2m 21s
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