automation | Platypus

Algorithmic Imaginations in Agriculture: Automation?

 Ziya Kaya  November 28, 2023

In 2022, I was conducting my doctoral dissertation research on data-driven, automated digital farming technologies (drones, autosteering, sensors, GIS, smartphones, Big Data) in Turkey. Amidst the global hype for digital agriculture, often referred to as “smart” farming or precision agriculture, new agritech companies and startups in and beyond Turkey have been emerging alongside agribusiness corporations. These companies invest in and prioritize data-driven and algorithmic technologies over human involvement in agriculture with the assumption of the former’s objectivity and precision (Bronson 2022). For instance, the market in Turkey provides farmers with access to drones for precise chemical spraying, including fertilizers and pesticides. These drones operate autonomously, enabling farmers to target specific sub-fields rather than resorting to mass spraying. Farmers can also access various smartphone applications that, for instance, claim to offer real-time data on soil conditions at the sub-field level collected through sensors and algorithmic recommendations ensuring precise irrigation. Additionally, the companies imagine generating valuable insights into the agricultural sector for agricultural corporations, financial and biotechnology firms, and public institutions through these data-driven technologies. While not all of these technologies are extensively used by farmers in Turkey, the companies continue developing, marketing, and showcasing them and many others to automate and gather data for a wide range of agricultural operations with the claim of improving food security and ecological and socioeconomic welfare. (read more...)

Human as the Ultimate Authority in Control

 Anna Lukina  March 2, 2021

(Editor’s Note: This blog post is part of the Thematic Series Data Swarms Revisited) With the growing size of historical data available to researchers and industrial practitioners, developing algorithms for automating numerous aspects of everyday human life has become ever more dependent on data-driven techniques. Previous approaches relying on formal methods and global optimization no longer meet the increasing scalability requirements of modern applications. One of the most successful global optimization algorithms, such as Particle Swarm Optimization (PSO), continues to be employed in practice but more often as a part of more complex approaches, only being able to provide partial solutions to complex modern optimization problems. PSO was first introduced by Kennedy and Eberhart (1995) who were inspired by the most mesmerizing phenomenon in nature—bird flocking. As in any collective behavior, birds converge to an equilibrium formation that maximizes their benefits as individuals and as a society overall. V-Formation as (read more...)

Automation and Heteromation: The Future (and Present) of Labor

 Bonnie Nardi  May 16, 2017

Editor’s note: This is a co-authored post by Bonnie Nardi and Hamid Ekbia. For the last several years, we have tried to understand how digital technology is changing labor. Of all the alleged causes of disruptions and changes in employment and work—immigrants, free trade, and technology—the last one has received the most extensive debate lately. We review the debate briefly and then discuss our research and how it bears on the questions the debate raises. (read more...)

Weekly Round-up | February 10th, 2017

 Ian Lowrie  February 10, 2017

This week’s round-up is a bit more focused, with threads on Mars colonization, automation, and artificial intelligence. As always, we also ask you to write or find great stuff for us to share in next week’s round-up: you can send suggestions, advance-fee scams, or Venmo requests to editor@castac.org. (read more...)

Stephen Hawking, Automation, and Politics

 Hélène Mialet  January 10, 2017

This year has been particularly charged with emotion. The stars that have lit up our Universe for a decade, or a century, have slipped away, one after another: Prince, Bowie, Princess Leia and her Mother. Stephen Hawking, who was doomed to an early death more than 50 years ago, celebrated his 75th birthday this past weekend. One never knows what life puts in our path… Hawking thinks he knows, though, and he is warning us. Hawking, indeed, seems to have become an Oracle, the Faust of the 21st Century. This is how, in 2015, he and Berlioz’s Faust were simultaneously reinvented under the demiurgic hand of the director Alvis Hermanis and the bemused eyes of its Parisian audience at the Opera Bastille in Paris. This was nearly one year ago. What’s next? The one, whose existence and career as a physicist has been made possible thanks to technology, as he likes to recall himself, is now warning us about the consequences of accelerating technological change. In so doing, he is making visible what has been the slogan of my field (Science and Technology Studies) from its inception: that the political, the social, the scientific, and the technical are always intertwined. This we should never forget. (read more...)