Responsible AI: A 6-Part Blog Series by Ben Dooley

Part 1: One of the vital aspects of responsible AI is ‘Human Design’. It’s not about emulating human intelligence but tailoring AI to comprehend, adapt, and cater effectively to the diverse and nuanced needs of Homo sapiens. The first article in the series will elucidate the tenets of human-centric AI design, bridging the perspective gap between artificial intelligence and its organic counterparts.Read More

Part 2: Next on our journey will be a comprehensive exploration of ‘Fairness’ within AI systems. The imperative is to guarantee AI as a benign tool, preventing it from perpetuating societal biases or disadvantaging certain demographics inadvertently. Drawing from real-world predicaments and their remediations, the second article will guide you towards unbiased AI design.Read More

Part 3: Explicability or ‘Explainability’ of AI decisions is the third pillar we shall explore. A superior performing AI model that cannot rationalize its decisions is akin to an eloquent scholar communicating in an unknown dialect – remarkable yet inaccessible. Throughout the third article, we’ll simplify the complexities of making AI transparent and understandable.Read More

Part 4: ‘Security’, the fourth pillar, is the fortress that safeguards AI from malicious intents or accidental breaches. The prominence of security measures is paramount in today’s cybersecurity panorama. The fourth post promises to decode the woven intricacies of AI security while providing feasible safeguards.Read More

Part 5: ‘Reliability’ refers to the consistent, accurate functioning of AI systems under diverse scenarios. A perfect webcam that fails during an important Zoom call is no better than a defunct one. Similarly, an efficient AI faltering under distinct situations is unreliable. Fifth article intends to deepen your understanding of enhancing AI’s reliability.Read More

Part 6: The sixth and final aspect we explore is ‘Compliance’ with legal, ethical, and societal norms prevalent in the AI ecosystem. Regulatory compliance ensures legal congruity; ethical compliance ensures righteousness, and societal compliance ensures alignment to prevalent norms. Our conclusive post will dissect and present these aspects in an interdisciplinary light.Read More