Archives for ethical AI - Page 8
Private enterprises use several algorithms for decision making on a day-to-day basis. Many of them have also realised or have been made aware of the consequences of using algorithms that might be biased towards individuals or sections of society. To avoid such incidents from occurring again, many tech companies are taking steps to ensure FATE…
The post Top Third-party Initiatives To Ensure Algorithmic FATE For Enterprises appeared first on Analytics India Magazine.
Artificial intelligence is growing at a rapid pace to the point where it is making important decisions for us. While this can be beneficial in some ways, AI algorithms which discriminate or have a bias in the decision-making process can result in unprecedented repercussions for individuals or sections of society. Algorithms are, in the end,…
The post Top 8 Initiatives By Large Tech Firms To Ensure Fairness in AI appeared first on Analytics India Magazine.
One of the biggest challenges that AI systems face is in regard to its ethics and fairness in its operations. The best ways to demonstrate this would be the example of the secret AI tool that was used for recruitment purposes in e-commerce giant Amazon in 2014. Only a year later, the organisation realised that…
The post How Is Ethical AI Different From Fair AI appeared first on Analytics India Magazine.
“A disproportionate amount of power lies with research teams who, after determining the research questions.” The improved methods of collecting high-quality data, coupled with advancements of machine learning models fueled a new wave of healthcare practices. From retinopathy to computer vision-based surgeries, algorithms have found their ways into critical life-saving domains. The potential is tremendous,…
The post Why Is It So Hard To Build An Ethical ML Framework For Healthcare appeared first on Analytics India Magazine.
Developing ethical AI has been a severe concern since the advent of this technology. And as the technology matured, designing a moral framework has been the prime motive for many researchers. With more headlines coming up for biased artificial intelligence, replicating human prejudices and discrimination, there are high chances of such issues being a significant…
The post The 12-Step Guide To Design Ethical AI Frameworks appeared first on Analytics India Magazine.
With artificial intelligence having an immense hold on human lives, supporting them to work, communicate, shop, as well as do their finances, people have started relying on this advanced technology to operate their lives. However, with increasing penetration of AI in critical areas like healthcare, legal, hiring, among others, brings in the concern for biases…
The post Why Mitigating AI Biases Is The Need Of The Hour? appeared first on Analytics India Magazine.
Artificial intelligence (AI) has been seen as a transformative tech, where AI is now used to do significant functionalities of our lives. AI has enabled companies and governments to keep a constant tab on what humans are doing, therefore several questions have been raised, by critics, about its privacy and ethics. To promote ethical use…
The post Rome Call For AI Ethics: A Humanising Pledge Signed By The Tech Giants & The Catholic Church appeared first on Analytics India Magazine.
AI Standardisation: The Race Among Nations To Set Up Governance Rules For Artificial Intelligence
US-based National Institute of Standards and Technology (NIST) has made available the final draft plan to prioritise US federal participation in the development of standards for artificial intelligence (AI). Titled U.S. Leadership in AI: A Plan for Federal Engagement in Developing Technical Standards and Related Tools, the draft contains guidelines on how US should formulate…
The post AI Standardisation: The Race Among Nations To Set Up Governance Rules For Artificial Intelligence appeared first on Analytics India Magazine.