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A new area called "human-centered machine learning" (HCML) promises to balance technological possibilities with human needs and values. However, there are no unifying guidelines on what "human-centered" means, nor how HCML research and practice should be conducted.
This article by Stevie Chancellor in Communications of the ACM draws on the interdisciplinary history of human-centered thinking, HCI, AI, and science and technology studies to propose best practices for HCML.
![To change system settings, click here.](https://blog.experientia.com/uploads/2023/02/system_settings-768x442.png)
In this white paper (published on 15 February 2023) Demos Helsinki explores how we can rewrite the terms and conditions of our digital futures. Directed at policymakers, practitioners, researchers, industry leaders, and engaged citizens, the paper concludes with four sets of interventions that build a fair, sustainable, and joyful digital society.
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Two articles in the last few days took on the world of consulting. Rebecca Ackermann in the MIT Technology Review wrote on how the shine of design thinking has worn off, while Henry Mance interviewed Mariana Mazzucato in the Financial Times on her new book The Big Con, where she lambasts business consultancies for having no expertise in the areas that they’re advising in.
![Life in a climate impacted future](https://blog.experientia.com/uploads/2023/02/Life-in-a-climate-impacted-future-768x432.webp)
The latest annual research from Ericsson ConsumerLab (January 2023) outlines consumers’ concerns, expectations and personal technology actions related to climate issues in 2030.
![AI and ethics](https://blog.experientia.com/uploads/2023/02/AI-and-ethics-768x432.jpeg)
This report by the IndustryLab of Ericsson, the Swedish multinational, aims to introduce the ethics of AI and explore how this fast-growing technology needs to align with humans’ moral and ethical principles if it is to be embraced by society at large.
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The online voting platform that was used by Italy's Five Star Movement to select the candidates for the 2013 parliamentary elections didn't take account of human decision heuristics and cognitive shortcuts, research shows.
Candidates were more likely to attract votes if they appeared towards the top of the screen and if they appeared more likeable from the self-uploaded picture.
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Six reports on behavioural change and energy use: potential impact, obstacles, the role of policy makers, and how to best communicate to citizens.
![Design for AI](https://blog.experientia.com/uploads/2023/02/designforai-1-768x430.png)
Hal Wuertz, Adam Cutler and Milena Pribic of IBM Design defined a unique set of five skills for “AI Design.”
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Cornelius Rachieru describes the current trend of extreme commoditisation of UX design in corporate environments, and the consequences this has on the quality of the design delivery, and on the designers themselves.
![Overall digital skills in the EU-27, 2021](https://blog.experientia.com/uploads/2023/01/Overall-digital-skills-in-the-EU-27-2021-1-768x443.jpg)
Dutch and European research highlights the struggles of Europeans (incl. the Dutch) in accessing financial services in an increasingly digital society. A new Italian initiative, the Polis Project, seeks to do something about it.
But, besides the fairly low 54 percent EU average, a new study by the Dutch National Bank (reported on yesterday by De Volkskrant, a Dutch daily newspaper) highlights how the Dutch 80% number camouflages the real difficulties many Dutch have with financial services in an increasingly digital society.
![Federico Casalegno, Executive Vice President of Design, Head of Samsung Design Innovation Center; Mark Benson, Head of Samsung SmartThings U.S.; and Inhee Chung, Vice President of the Corporate Sustainability Center at CES 2023](https://blog.experientia.com/uploads/2023/01/CES_Interview_main1-768x512.jpg)
Samsung US newsroom published an interview with Federico Casalegno, Executive Vice President of Design and Head of Samsung Design Innovation Center; Mark Benson, Head of Samsung SmartThings U.S.; and Inhee Chung, Vice President of the Corporate Sustainability Center to discuss how Samsung’s philosophy of prioritizing more seamless connected experiences is driving the innovation behind its latest products.
![Woman with smartphone operating smart dishwasher](https://blog.experientia.com/uploads/2023/01/smartdishwasher-768x512.jpeg)
“The challenge is that a consumer doesn’t see the true value that manufacturers see in terms of how that data can help them in the long run. So they don’t really care for spending time to just connect it.”
![Social Ownership](https://blog.experientia.com/uploads/2023/01/SocialOwnership-768x403.jpeg)
"What’s mine is mine: unpicking the psychological reasons people like to own things" is the title of a highly recommended article by Claire Murphy of the Ellen MacArthur Foundation.
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The objective of this guide is to provide a practical, step-by-step outline on how to run a simple BI project.
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To live up to its mission of understanding the representational and computational capacities of the human mind, cognitive science needs to broaden the linguistic diversity represented in its participants and researchers.
![An Anthropology of Futures and Technologies](https://blog.experientia.com/uploads/2023/01/Screenshot-2023-01-02-at-12.33.54-768x552.jpg)
This book examines emerging automated technologies and systems and the increasingly prominent roles that each plays in our lives and our imagined futures.
![Co-Cities](https://blog.experientia.com/uploads/2022/12/Co-cities-768x360.webp)
A new model of urban governance, mapping the route to a more equitable management of a city’s infrastructure and services.
![Cloudmoney](https://blog.experientia.com/uploads/2022/11/cloudmoney-768x513.jpeg)
In Cloudmoney, Brett Scott tells an urgent and revelatory story about how the fusion of Big Finance and Big Tech requires “cloudmoney”—digital money underpinned by the banking sector—to replace physical cash.
Book is also available in German, Spanish, Dutch, Italian, Portuguese & Korean
![Voices in the Code](https://blog.experientia.com/uploads/2022/11/Voices-in-the-Code-1200x800_webres-768x512.jpg)
In Voices in the Code, scholar David G. Robinson tells the story of how one community built a life-and-death algorithm in a relatively inclusive, accountable way, and draws out lessons for the broader struggle to build technology in a democratic way.
![Mauro Porcini](https://blog.experientia.com/uploads/2022/11/Mauro_1160x902-768x597.jpeg)
PepsiCo’s award-winning chief design officer reveals the secret to creating life-changing innovations: putting human needs at the center of any design process.