Page 165 - AI Ver 3.0 class 10_Flipbook
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At a Glance
• Al is the top trending technology of this digital era. Most of the companies use Al to accomplish their mundane tasks
and achieve their company's long-term goals.
• There are six stages of AI Project cycle : Problem Scoping, Data Acquisition, Data Exploration, Modelling, Evaluation,
Deployment.
• Artificial Intelligence comprises three key domains: Statistical data, Computer Vision, and Natural Language Processing.
• Statistical data is a critical domain of Artificial Intelligence (AI) that focuses on the collection, management, analysis,
and interpretation of data systems and processes.
• Computer Vision is the domain of artificial intelligence that empowers computers to interpret, analyse and understand
an image or a video by collecting information from pixels.
• Natural language is the language used by humans to communicate with each other by writing or speaking.
• NLP works with two main types of data: text and speech.
• Some of the major challenges related to AI are Job Loss, Privacy risks, AI mistakes, Autonomous weapons, Bias and
discrimination, Environmental impact.
• Ethical frameworks provide a valuable tool that help us in dealing with complicated moral issues.
• Ethical Framework of AI is divided into two main types :Sector Based and Value Based.
• Sector-based Ethical Frameworks focus on an ethical challenge specific to a field or industry.
• Bioethics is an interdisciplinary framework used in healthcare to solve tough ethical problems.
• Value Based Ethical Frameworks concentrate on essential ethical principles and values such as honesty, respect and
fairness that influence decision-making.
• Rights Based Ethical Frameworks are based on respecting and upholding individual’s rights. These frameworks ensure
that all policies and actions focus on basic human rights.
• Utility Based Ethical Framework evaluate actions focusing on maximising overall good or minimising harm. These
frameworks balance benefits and costs to achieve the maximum benefit to the largest number of people.
• Virtue Based Ethical Framework emphasis on the importance of building a strong moral foundation and good
character traits such as kindness, compassion and empathy involved in decision making.
• The four primary principles of bioethics are: Respect of Autonomy, Beneficence, Non- Maleficence, Justice.
Exercise
Solved Questions
SECTION A (Objective Type Questions)
uiz
A. Tick ( ) the correct option.
1. What is the primary purpose of AI Project Cycle?
a. To provide a set of random steps for AI development
b. To systematically plan, develop, and deploy AI solutions
c. To focus only on the final implementation of AI systems
d. To perform data analysis without a structured plan
Revisiting AI Project Cycle & Ethical Frameworks for AI 163

