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Write the correct sequence number below every stage according to the AI project cycle:
Data Problem Data
Exploration Modelling Scoping Acquisition Evaluation Deployment
AI Ethics
Ethics are rules about what is right and wrong. AI ethics are rules about using artificial intelligence (AI) in a good
way. As the use of AI increasing, companies are creating rules called AI codes of ethics.
An AI code of ethics is a set of rules that says how AI should be used to help people. These rules allow people make
good decisions when using AI.
Some of the AI ethics that you need to follow while working on an AI model are:
• Model should be understandable by all.
• Every aspect of the model should be self-explanatory and transparent.
• Covering all the sections of the population is important.
• Countercheck and validate all the assumptions taken and the results.
• Keep a watch on the functioning and working of your system, as something can go wrong and timely detection
of the same is important.
• Also, fix the responsibility and set the accountability.
Ethics and Personal Data
Ethics play a crucial role in handling personal data, focusing on privacy, consent, transparency, and data security.
Privacy ensures that individuals' personal information is respected and protected, requiring organisations to
collect, use, share, and process data in ways that maintain confidentiality. Consent involves obtaining clear and
explicit permission from individuals before collecting, sharing, processing, or using their data, ensuring they are
informed about how their data will be used and giving them the option to withdraw consent. Transparency means
being open about data collection practices, clearly communicating what data is collected, how it is used, stored
and analysed, and who it is shared with. Data security involves implementing strong measures to protect personal
data from unauthorised access, breaches, and other threats, ensuring the integrity and safety of the information.
These ethical principles help build trust and ensure responsible data management.
What are the Principles of AI Ethics?
Ethics in AI encompasses the moral principles, values, and guidelines that govern the development, deployment,
and use of artificial intelligence systems.
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