Ethics and Fairness in Artificial Intelligence
We are at a time where leveraging Artificial Intelligence becomes commonplace. Every business organization is now looking into its data and building intelligent agents that predict, recommend, and even decide on organizational transactions. Automated intelligent systems are under scrutiny because of the recent biases uncovered from systems rolled out by some of the giants in tech right now. It is being proposed that such intelligent agents are regulated, developed, and implemented ethically. Equality, non-discrimination, accountability, and safety are being suggested as guiding principles when building such intelligent agents. Regulating automated intelligent systems is going to be huge in impact in every industry. Need To Be Accountable Most intelligent systems are an ensemble of Machine Learning Algorithms or Deep Learning Neural Networks. Which fundamentally is fitting a function over past data. Some are from a math formula developed through simulation or past data. Ulti