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The constant innovation and development of the artificial intelligence infrastructure have transformed we intercept workplaces today. AI has revolutionized the way we live our daily lives by constantly supporting avant-garde automated solutions. But experts have revealed that we have to integrate certain boundaries and maintain the responsible utilization of such an advanced tech like AI. Let's look at some of the top responsible uses of AI that we all can incorporate in 2022.
Accelerating governance is one of the top Responsible AI uses for 2022. Artificial intelligence is dynamic with constant improvements and developments. Organizations need their government to function at a rapid speed like this technology.. One of the uses of Responsible AI is to boost company governance efficiently and effectively to eliminate errors and risks.
Responsible AI helps in making the work as measurable as possible. Dealing with responsibility can be subjective at times, so in that case, AI makes sure there are measurable processes in place such as visibility, explainability, and having an auditable technical framework, or having an ethical framework is key.
One of the top Responsible AI uses is the enhancement of Ethical AI in organizations. It helps in creating smart frameworks that can assess and plan for AI models to be fair and ethical towards the goals of company strategies.
Another use of Responsible AI is providing an opportunity to cultivate AI models more to enhance productivity and boost efficiency. Organizations can utilize the principles of Responsible AI to cultivate AI models as per the needs and wants of end-users.
More companies will adopt bias testing and eliminate inadequate tools and processes. There are multiple open-source machine learning tools and frameworks with stronger ecosystem support. Responsible AI can be leveraged with these tools focusing on bias assessment with mitigation, especially in non-regulatory use cases.
