Ensuring AI algorithms are fair and unbiased involves several measures:Ensuring AI algorithms are fair and unbiased involves several measures: -Diverse Data: it is advisable to use datasets that are different and are taken from -different sources to minimize bias that is found in the data. -Bias DetRead more
Ensuring AI algorithms are fair and unbiased involves several measures:Ensuring AI algorithms are fair and unbiased involves several measures:
-Diverse Data: it is advisable to use datasets that are different and are taken from -different sources to minimize bias that is found in the data.
-Bias Detection: Use techniques that prevent biases in the data and models and quantify its effect.
-Algorithm Audits: Semi-periodically review the algorithms in order to assess and fix the sources of prejudice.
-Transparency: Ensure that the development process and logic behind decision made by AI are clear to all the stakeholders.
-Fairness Metrics: Engage in aspects of fairness metrics and guidelines that may be used in the assessment and prevention of biased result occurrences in various categories.
-Human Oversight: Introduce human supervision in rechecking and tweaking of AI outcomes especially in sensitive operations.
-Ethical Guidelines: Abide to already existing standards and policies or creating a new set of policies on artificial intelligence.
-Continuous Monitoring: In order to mitigate the problems with AI system new biases that might appear after deployment these should be continuously monitored.
With these measures, the developers of AI can thus strive to build algorithms that are free from prejudice.
To start with the most evident fact which entails India to be the fastest growing economy in modern times. The average growth rate of the GDP of the Indian economy is 6.33% with its current standing at 8.2%. It has already surpassed the United Kingdom by becoming 5th largest economy in the GDP rankiRead more
To start with the most evident fact which entails India to be the fastest growing economy in modern times. The average growth rate of the GDP of the Indian economy is 6.33% with its current standing at 8.2%. It has already surpassed the United Kingdom by becoming 5th largest economy in the GDP rankings.
There are several reasons why India can become a developed nation. First and foremost is the population structure of India, though we stand at a grand 1.45 billion surpassing China, there is a point to be noted that more than 50% of its population is below the age of 25 and more than 65% is below the age of 35 showcasing increased productivity further having a positive impact on its GDP.
The current advent of new businesses and start ups have further increased job opportunities. In addition to this the New Education Policy that is being implemented will transform the education sector, helping students learn actual valuable skills rather than rote learning through field projects focusing on a more holistic developmental approach.
The most basic thing the citizens of India can do to haste the developmental process is inculcating discipline in every aspect of their life. Be it traffic rules, safety rules, abiding by the law, stopping bribery or living a disciplined life even in terms of maintaining good health to increase the production capacity of the economy. The second aspect being maintaining peace and harmony and living by the morals of unity in such a vastly diverse country. These aspects will surely impact the developmental process procell of India to become a leading economy and superpower soon.
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