Some Historical Perspective
Published online by Cambridge University Press: 24 March 2025
This chapter asserts that the evolution of AI over the past seven decades has been closely intertwined with advancements in computational power. It identifies four key computing developments – mainframes, personal computers, wireless communication and the internet, and embedded systems – that have significantly influenced the field of data science and AI.
Starting from the early concepts of Turing machines, the chapter traces the parallel evolution of AI through milestones such as the invention of the perceptron, the development of machine learning techniques, and the current state of AI systems. It highlights key moments in AI history, from the first computer to play checkers to the algorithmic triumph of Deep Blue over a chess champion, as well as the recent achievements of AlphaGo.
By placing these advances in the context of broader computing history, the chapter argues that contemporary AI capabilities are the culmination of deliberate and iterative technological progress. It concludes by examining the profound impact of computing and AI on political institutions, citing examples such as the Arab Spring and the Cambridge Analytica scandal.
To save this book to your Kindle, first ensure no-reply@cambridge.org is added to your Approved Personal Document E-mail List under your Personal Document Settings on the Manage Your Content and Devices page of your Amazon account. Then enter the ‘name’ part of your Kindle email address below. Find out more about saving to your Kindle.
Note you can select to save to either the @free.kindle.com or @kindle.com variations. ‘@free.kindle.com’ emails are free but can only be saved to your device when it is connected to wi-fi. ‘@kindle.com’ emails can be delivered even when you are not connected to wi-fi, but note that service fees apply.
Find out more about the Kindle Personal Document Service.
To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Dropbox.
To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.