Archives for AI bias - Page 2
Google's ethics in the AI research unit has been under scrutiny since December's dismissal of Gebru.
The post How Google’s Switch Transformer Started An Ethical Debate appeared first on Analytics India Magazine.
Researchers at Carnegie Mellon University recently conducted an NLP study on social biases present in Bollywood and Hollywood using their AI tool. Subtitles from 700 films were gathered for each industry and analysed, representing seven decades of cultural evolution. The AI tool was trained to complete sentences after learning from the subtitles and progressed to…
The post The Persistent Problem Of Cultural Discrimination In AI Datasets appeared first on Analytics India Magazine.
Researchers at Carnegie Mellon University recently conducted an NLP study on social biases present in Bollywood and Hollywood using their AI tool. Subtitles from 700 films were gathered for each industry and analysed, representing seven decades of cultural evolution. The AI tool was trained to complete sentences after learning from the subtitles and progressed to…
The post The Persistent Problem Of Cultural Discrimination In AI Datasets appeared first on Analytics India Magazine.
Algorithmic bias in AI and machine learning models is a problem that many researchers are trying to fix by creating tools and frameworks to identify them and eventually mitigate them. The common biases that exist are, for instance, gender-bias, racial-bias, among others. As machine learning models are trained on human-generated data, eliminating bias entirely is…
The post 5 Tools & Frameworks That Can Clear Bias From Various Datasets appeared first on Analytics India Magazine.
While talking at Rising 2020, Phaedra Boinodiris, a member at IBM Academy of Technology and a Fellow of the RSA had an interesting take on the good, the bad and the ugly side of AI and ethics and how biases can lead to AI acting in a way that is largely questionable. A gamer by…
The post The Good, The Bad, And The Ugly Side Of AI 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 has been involved in different industries such as healthcare, finance, insurance as well as law enforcement, but it has its problems to overcome, and the one which is in the news almost every other day is the prejudice in artificial intelligence. In fact, Google Trends shows a 300% increase in interest for terms…
The post Here’s How To Fight Prejudice In Artificial Intelligence appeared first on Analytics India Magazine.
Bengaluru-based nTalents.ai has made automated interviews for corporate sales team recruitment a reality, with their easy to use online interview platform. Incubated at IIM Bangalore, the startups uses AI and other deep learning capabilities to make hiring easy for their numerous corporate clients. Founded by Deepika Anu, Mayank Sharma and Varun Narula who were previously…
The post How nTalents.ai AI-based Interviewing Platform Is Taking Away The Bias In Hiring Process appeared first on Analytics India Magazine.
As artificial intelligence and machine learning become the new industry norm, tech giants and service providers across the world are riding the emerging tech wave. However, with its applicability to enhance services, AI and machine learning have become ubiquitous for any technological advancements. As the world acknowledges the inevitability of AI and ML, the conversation…
The post How Tech Giants Are Using AI Ethics Centres To Avoid Future Mishaps appeared first on Analytics India Magazine.