Artificiality: Minds Meeting Machines

An exploration of how we might conceptualize the design of AGI within the context of human left and right brains. The tension between AI and human functioning highlights unique cooperation. AI uses language, abstraction, and analysis, while humans rely on experience, empathy, and metaphor. AI manipulates static elements well but struggles in a changing world. This leads to two distinct design approaches for future AI and considerations for "artificial general intelligence" (AGI). One approach focuses on "left-brained" AI—controlling facts with internal consistency, while relying on humans for context, meaning, and care. Here, machines serve humans. This path is popular due to the challenge of developing AI mimicking human right hemisphere functions. However, we want machines that can correct contextual mistakes and understand our intended meanings. The design challenge here lies in connecting highly "left-brained" AI to holistic humans in a way that enhances human capabilities. Alternatively, we could design AI with asymmetry, mirroring the human brain's evolution. Such AI would provide a synthesized perspective before interacting with a human, applying computational power to intuition and addressing human paradoxes. Some envision this as AGI—an all-knowing synthesis machine. About Artficiality from Helen & Dave Edwards: Artificiality is a research and services business founded in 2019 to help people make sense of artificial intelligence and complex change. Our weekly publication provides thought-provoking ideas, science reviews, and market research and our monthly research releases provides leaders with actionable intelligence and insights for applying AI in their organizations. We provide research-based and expert-led AI strategy and complex change management services to organizations around the world. We are artificial philosophers and meta-researchers who aim to make the philosophical more practical and the practical more philosophical. We believe that understanding AI requires synthesizing research across disciplines: behavioral economics, cognitive science, complexity science, computer science, decision science, design, neuroscience, philosophy, and psychology. We are dedicated to unraveling the profound impact of AI on our society, communities, workplaces, and personal lives.  Subscribe for free at https://www.artificiality.world. If you enjoy our podcasts, please subscribe and leave a positive rating or comment. Sharing your positive feedback helps us reach more people and connect them with the world’s great minds. Learn more about ⁠⁠Sonder Studio⁠⁠ Subscribe to get ⁠⁠Artificiality⁠⁠ delivered to your email Learn about our book ⁠⁠Make Better Decisions⁠⁠ and buy it on ⁠⁠Amazon⁠⁠ Thanks to ⁠⁠Jonathan Coulton⁠⁠ for our music This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit www.artificiality.world. #ai #artificialintelligence #generativeai #airesearch #complexity #futureofai 

If you’ve read our show notes, you’ll know that our music was written and performed by Jonathan Coulton. I’ve known Jonathan for more than 30 years, dating back to when we sang together in college. But that’s a story for another day, or perhaps never. Jonathan spent his first decade post college as a software coder and then through a bit of happenstance and throwing care to the wind, he transitioned to music. In the mid 2000s, he blazed a trail of creating his own career on the internet—without a label or any of the support that musicians normally have. While he was pushing out a new song each week as part of his Thing-A-Week Project, he became known as the “internet music-business guy” since he had successfully used the internet to build his career and a dedicated fanbase. He has since released several albums, toured plenty, and launched an annual cruise for his fans. Throughout his career, technology, and specifically AI, has been a theme—starting with his song Chiron Beta Prime in 2006 about a planet where all humans have been enslaved by uncaring and violent robots. During this interview we talk about his 2017 album Solid State which is well described by writer Emily Nussbaum who wrote, “Coulton’s latest album, “Solid State,” is, like so many breakthrough albums, the product of a raging personal crisis—one that is equally about making music and living online, getting older, and worrying about the apocalypse. A concept album about digital dystopia, it’s Coulton’s warped meditation on the ugly ways the internet has morphed since 2004. At the same time, it’s a musical homage to his earliest Pink Floyd fanhood, a rock-opera about artificial intelligence. It’s a worried album by a man hunting for a way to stay hopeful.” In this interview, we talk with Jonathan about how he feels about Solid State now, his reaction to generative AI, and his experiences trying to use generative AI in songwriting. We’re grateful to be able to grab Jonathan just before he left on tour with Aimee Mann. We hope you all take time to listen to Solid State and catch him live. About Artficiality from Helen & Dave Edwards: Artificiality is a research and services business founded in 2019 to help people make sense of artificial intelligence and complex change. Our weekly publication provides thought-provoking ideas, science reviews, and market research and our monthly research releases provides leaders with actionable intelligence and insights for applying AI in their organizations. We provide research-based and expert-led AI strategy and complex change management services to organizations around the world. We are artificial philosophers and meta-researchers who aim to make the philosophical more practical and the practical more philosophical. We believe that understanding AI requires synthesizing research across disciplines: behavioral economics, cognitive science, complexity science, computer science, decision science, design, neuroscience, philosophy, and psychology. We are dedicated to unraveling the profound impact of AI on our society, communities, workplaces, and personal lives.  Subscribe for free at https://www.artificiality.world. If you enjoy our podcasts, please subscribe and leave a positive rating or comment. Sharing your positive feedback helps us reach more people and connect them with the world’s great minds. Learn more about ⁠⁠Sonder Studio⁠⁠ Subscribe to get ⁠⁠Artificiality⁠⁠ delivered to your email Learn about our book ⁠⁠Make Better Decisions⁠⁠ and buy it on ⁠⁠Amazon⁠⁠ Thanks to ⁠⁠Jonathan Coulton⁠⁠ for our music This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit www.artificiality.world. #ai #artificialintelligence #generativeai #airesearch #complexity #futureofai 

An exploration of the intersection of AI, meaning, and human relationships. In this episode, we dive deep into the role of AI in our lives and how it can influence our perception of meaning. We explore how AI, and specifically generative AI, is impacting our collective experiences and the ways we make authentic choices. We discuss the idea of intimacy with AI and the future trajectory of human-AI interaction. We consider the possibility of AI enabling more time for meaningful experiences by taking over less meaningful tasks but also wonder if it’s possible for AI to truly have a place in human meaning. Note: According to our research, Doug Belshaw is the original author of the term “serendipity surface.” You can find his first post here and a follow up here. Apologies to Doug for forgetting your name during recording! About Artficiality from Helen & Dave Edwards: Artificiality is a research and services business founded in 2019 to help people make sense of artificial intelligence and complex change. Our weekly publication provides thought-provoking ideas, science reviews, and market research and our monthly research releases provides leaders with actionable intelligence and insights for applying AI in their organizations. We provide research-based and expert-led AI strategy and complex change management services to organizations around the world. We are artificial philosophers and meta-researchers who aim to make the philosophical more practical and the practical more philosophical. We believe that understanding AI requires synthesizing research across disciplines: behavioral economics, cognitive science, complexity science, computer science, decision science, design, neuroscience, philosophy, and psychology. We are dedicated to unraveling the profound impact of AI on our society, communities, workplaces, and personal lives.  Subscribe for free at https://www.artificiality.world. If you enjoy our podcasts, please subscribe and leave a positive rating or comment. Sharing your positive feedback helps us reach more people and connect them with the world’s great minds. Learn more about ⁠⁠Sonder Studio⁠⁠ Subscribe to get ⁠⁠Artificiality⁠⁠ delivered to your email Learn about our book ⁠⁠Make Better Decisions⁠⁠ and buy it on ⁠⁠Amazon⁠⁠ Thanks to ⁠⁠Jonathan Coulton⁠⁠ for our music This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit www.artificiality.world. #ai #artificialintelligence #generativeai #airesearch #complexity #futureofai 

ChatGPT, Dall-e, Midjourney, Bard, and Bing are here. Many others are coming. At every dinner conversation, classroom lesson, and business meeting people are talking about AI. There are some big questions that now everyone is seeking answers for, not just the philosophers, ethicists, researchers, and venture folks. It’s noisy, complicated, technical and often agenda-driven. In this episode, we tackle the question of existential risk. Will AI kill us all? We start by talking about why this question is important at all. And why we are finally tackling it ourselves (since we’ve largely avoided it for quite some time). We talk about the scenarios that people are worried about and the three premises that underly this risk: * We will build an intelligence that will outsmart us * We will not be able to control it * It will do things we don’t want it to Join us as we talk about the risk that AI might end humanity. And, if you’d like to dig deeper, subscribe to Artificiality at https://artificiality.substack.com to get all of our content on this topic including our weekly essay, a gallery of AI images, book recommendations, and more. (Note: the essay will be emailed to subscribers a couple of days after this podcast first airs—thanks for your patience!). About Artficiality from Helen & Dave Edwards: Artificiality is a research and services business founded in 2019 to help people make sense of artificial intelligence and complex change. Our weekly publication provides thought-provoking ideas, science reviews, and market research and our monthly research releases provides leaders with actionable intelligence and insights for applying AI in their organizations. We provide research-based and expert-led AI strategy and complex change management services to organizations around the world. We are artificial philosophers and meta-researchers who aim to make the philosophical more practical and the practical more philosophical. We believe that understanding AI requires synthesizing research across disciplines: behavioral economics, cognitive science, complexity science, computer science, decision science, design, neuroscience, philosophy, and psychology. We are dedicated to unraveling the profound impact of AI on our society, communities, workplaces, and personal lives.  Subscribe for free at https://www.artificiality.world. If you enjoy our podcasts, please subscribe and leave a positive rating or comment. Sharing your positive feedback helps us reach more people and connect them with the world’s great minds. Learn more about ⁠⁠Sonder Studio⁠⁠ Subscribe to get ⁠⁠Artificiality⁠⁠ delivered to your email Learn about our book ⁠⁠Make Better Decisions⁠⁠ and buy it on ⁠⁠Amazon⁠⁠ Thanks to ⁠⁠Jonathan Coulton⁠⁠ for our music This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit www.artificiality.world. #ai #artificialintelligence #generativeai #airesearch #complexity #futureofai 

As Silicon Valley lunges towards creating AI that is considered superior to humans (at times called Artificial General Intelligence or Super-intelligent AI), it does so with the premise that it is possible to encode values in AI so that the AI won’t harm us. But values are individual, elusive, and ever-changing. They resist being mathematized. Join us as we discuss human values, how they form, how they change, and why trying to encode them in algorithms is so difficult, if not impossible. About Artficiality from Helen & Dave Edwards: Artificiality is a research and services business founded in 2019 to help people make sense of artificial intelligence and complex change. Our weekly publication provides thought-provoking ideas, science reviews, and market research and our monthly research releases provides leaders with actionable intelligence and insights for applying AI in their organizations. We provide research-based and expert-led AI strategy and complex change management services to organizations around the world. We are artificial philosophers and meta-researchers who aim to make the philosophical more practical and the practical more philosophical. We believe that understanding AI requires synthesizing research across disciplines: behavioral economics, cognitive science, complexity science, computer science, decision science, design, neuroscience, philosophy, and psychology. We are dedicated to unraveling the profound impact of AI on our society, communities, workplaces, and personal lives.  Subscribe for free at https://www.artificiality.world. If you enjoy our podcasts, please subscribe and leave a positive rating or comment. Sharing your positive feedback helps us reach more people and connect them with the world’s great minds. Learn more about ⁠⁠Sonder Studio⁠⁠ Subscribe to get ⁠⁠Artificiality⁠⁠ delivered to your email Learn about our book ⁠⁠Make Better Decisions⁠⁠ and buy it on ⁠⁠Amazon⁠⁠ Thanks to ⁠⁠Jonathan Coulton⁠⁠ for our music This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit www.artificiality.world. #ai #artificialintelligence #generativeai #airesearch #complexity #futureofai 

Culture plays a vital role in connecting individuals and communities, enabling us to leverage our unique talents, share knowledge, and solve problems together. However, the rise of an intelligentsia of machine soothsayers highlights the need to consciously design new coherence strategies for the age of machines. Why? Because generative AI is a cultural technology that produces different outcomes depending on its cultural context. Who will take on this challenge, and how will culture evolve in response to the growing influence of machines? This is the essential question that requires careful consideration as we navigate the complex interplay between human culture and technology, seeking to preserve sonder as for humans only. Listen in as we discuss human culture and the impact of generative AI. About Artficiality from Helen & Dave Edwards: Artificiality is a research and services business founded in 2019 to help people make sense of artificial intelligence and complex change. Our weekly publication provides thought-provoking ideas, science reviews, and market research and our monthly research releases provides leaders with actionable intelligence and insights for applying AI in their organizations. We provide research-based and expert-led AI strategy and complex change management services to organizations around the world. We are artificial philosophers and meta-researchers who aim to make the philosophical more practical and the practical more philosophical. We believe that understanding AI requires synthesizing research across disciplines: behavioral economics, cognitive science, complexity science, computer science, decision science, design, neuroscience, philosophy, and psychology. We are dedicated to unraveling the profound impact of AI on our society, communities, workplaces, and personal lives.  Subscribe for free at https://www.artificiality.world. If you enjoy our podcasts, please subscribe and leave a positive rating or comment. Sharing your positive feedback helps us reach more people and connect them with the world’s great minds. Learn more about ⁠⁠Sonder Studio⁠⁠ Subscribe to get ⁠⁠Artificiality⁠⁠ delivered to your email Learn about our book ⁠⁠Make Better Decisions⁠⁠ and buy it on ⁠⁠Amazon⁠⁠ Thanks to ⁠⁠Jonathan Coulton⁠⁠ for our music This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit www.artificiality.world. #ai #artificialintelligence #generativeai #airesearch #complexity #futureofai 

This episode is the first in our summer series based on our thesis for designing AI to be a Mind for our Minds. We recently presented this idea for the first time at our favorite event of the year hosted by The House of Beautiful Business. We are grateful for our long-term relationship with the House and its founders, Tim Leberecht and Till Grusche, and head of curation and community, Monika Jiang. The House puts on public and corporate events that are like none you’ve ever experienced. We encourage everyone to consider attending a public event and bringing the House to your organization. We always meet fascinating people at the house—too many to mention in one podcast. During this episode we highlight Hannah Critchlow and her book Joined Up Thinking and Michael Bungay Stanier and his book How to Work with (Almost) Anyone. Check them both out: we are big fans. Stay tuned over the summer as we will dig deeper into how to design AI to be a Mind for our Minds. About Artficiality from Helen & Dave Edwards: Artificiality is a research and services business founded in 2019 to help people make sense of artificial intelligence and complex change. Our weekly publication provides thought-provoking ideas, science reviews, and market research and our monthly research releases provides leaders with actionable intelligence and insights for applying AI in their organizations. We provide research-based and expert-led AI strategy and complex change management services to organizations around the world. We are artificial philosophers and meta-researchers who aim to make the philosophical more practical and the practical more philosophical. We believe that understanding AI requires synthesizing research across disciplines: behavioral economics, cognitive science, complexity science, computer science, decision science, design, neuroscience, philosophy, and psychology. We are dedicated to unraveling the profound impact of AI on our society, communities, workplaces, and personal lives.  Subscribe for free at https://www.artificiality.world. If you enjoy our podcasts, please subscribe and leave a positive rating or comment. Sharing your positive feedback helps us reach more people and connect them with the world’s great minds. Learn more about ⁠⁠Sonder Studio⁠⁠ Subscribe to get ⁠⁠Artificiality⁠⁠ delivered to your email Learn about our book ⁠⁠Make Better Decisions⁠⁠ and buy it on ⁠⁠Amazon⁠⁠ Thanks to ⁠⁠Jonathan Coulton⁠⁠ for our music This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit www.artificiality.world. #ai #artificialintelligence #generativeai #airesearch #complexity #futureofai 

AI is based on data. And data is frequently collected with the intent to be quantified, understood, and used across context. That’s why we have things like grade point averages that translate across subject matters and educational institutions. That’s why we perform cost-benefit analyses to normalize the forecasted value of projects—no matter the details. As we deploy more AI that is based on a metrified world, we’re encouraging the quantification of our lives and risk losing the context and subjective value that creates meaning. In this interview, we talk with C. Thi Nguyen about these large scale metrics, about objectivity and judgment, about how this quantification removes the nuance, contextual sensitivity, and variability to make these measurements legible to the state. And that’s just scratching the surface of this interview. Thi Nguyen used to be a food writer and is now a philosophy professor at the University of Utah. His research focuses on how social structures and technology can shape our rationality and our agency. He writes about trust, art, games, and communities. His book, Games: Agency as Art, was awarded the American Philosophical Association’s 2021 Book Prize. About Artficiality from Helen & Dave Edwards: Artificiality is a research and services business founded in 2019 to help people make sense of artificial intelligence and complex change. Our weekly publication provides thought-provoking ideas, science reviews, and market research and our monthly research releases provides leaders with actionable intelligence and insights for applying AI in their organizations. We provide research-based and expert-led AI strategy and complex change management services to organizations around the world. We are artificial philosophers and meta-researchers who aim to make the philosophical more practical and the practical more philosophical. We believe that understanding AI requires synthesizing research across disciplines: behavioral economics, cognitive science, complexity science, computer science, decision science, design, neuroscience, philosophy, and psychology. We are dedicated to unraveling the profound impact of AI on our society, communities, workplaces, and personal lives.  Subscribe for free at https://www.artificiality.world. If you enjoy our podcasts, please subscribe and leave a positive rating or comment. Sharing your positive feedback helps us reach more people and connect them with the world’s great minds. Learn more about ⁠⁠Sonder Studio⁠⁠ Subscribe to get ⁠⁠Artificiality⁠⁠ delivered to your email Learn about our book ⁠⁠Make Better Decisions⁠⁠ and buy it on ⁠⁠Amazon⁠⁠ Thanks to ⁠⁠Jonathan Coulton⁠⁠ for our music This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit www.artificiality.world. #ai #artificialintelligence #generativeai #airesearch #complexity #futureofai 

We are deeply interested in the intersection of the digital and material worlds, both living and not living. Most of our interviews are focused on the intersection of humans and machines—how does the digital world affect humans and how do humans affect the digital world. This interview, however, is about the intersection of plants and machines. Harpreet Sareen works at the intersection of digital and material, plant and machine, and art and science. His work challenges people to consider the life of plants, what we can learn from them, what we can see and what we can’t see. His art and science projects challenge us to wonder if we can actually believe what we’re seeing. We moved to the Cascade Mountains to be able to spend more time in the wilderness. We likely spend quite a bit more time in nature than most people. Despite our strong connections to nature, Sarpreet’s work accomplishes his goal of encouraging us to reconsider this relationship, to consider what an increased symbiosis might be. Harpreet Sareen is a designer, researcher and artist creating mediated digital interactions through the living world, with growable electronics, organic robots and bionic materials. His work has been shown in museums, featured in media in 30+ countries, published in academic conferences, viewed on social media 5M+ times and used by thousands of people around the world. He has also worked professionally in museums, corporates and international research centers in five countries. He is currently an Assistant Professor at Parsons School of Design in New York City and directs the Synthetic Ecosystems Lab that focuses on post-human and non-human design. Learn more about Harpreet Sareen Interesting links: * What biodesign means to me * Bionic plants, from PopSci * Elephant project: Hybrid Enrichment System (ACM article) * Elowan: A Robot-Plant Hybrid -- Plant with a robotic body * Cyborg Botany: Electronics grown inside plants * Cyborg Botany: In-Planta Cybernetic Systems Most recent papers: * Helibots (attached) at CAADRIA 2023, and related exhibition in ADM Gallery, Singapore * BubbleTex at CHI 2023, and related exhibition in Ars Electronica, Austria * Algaphon: Sounds of macroalgae under water (Installation at Ars Electronica, Austria) About Artficiality from Helen & Dave Edwards: Artificiality is a research and services business founded in 2019 to help people make sense of artificial intelligence and complex change. Our weekly publication provides thought-provoking ideas, science reviews, and market research and our monthly research releases provides leaders with actionable intelligence and insights for applying AI in their organizations. We provide research-based and expert-led AI strategy and complex change management services to organizations around the world. We are artificial philosophers and meta-researchers who aim to make the philosophical more practical and the practical more philosophical. We believe that understanding AI requires synthesizing research across disciplines: behavioral economics, cognitive science, complexity science, computer science, decision science, design, neuroscience, philosophy, and psychology. We are dedicated to unraveling the profound impact of AI on our society, communities, workplaces, and personal lives.  Subscribe for free at https://www.artificiality.world. If you enjoy our podcasts, please subscribe and leave a positive rating or comment. Sharing your positive feedback helps us reach more people and connect them with the world’s great minds. Learn more about ⁠⁠Sonder Studio⁠⁠ Subscribe to get ⁠⁠Artificiality⁠⁠ delivered to your email Learn about our book ⁠⁠Make Better Decisions⁠⁠ and buy it on ⁠⁠Amazon⁠⁠ Thanks to ⁠⁠Jonathan Coulton⁠⁠ for our music This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit www.artificiality.world. #ai #artificialintelligence #generativeai #airesearch #complexity #futureofai 

Anyone working in a large organization has likely asked this question: Why is it that I can seemingly find anything on the internet but I can’t seem to find anything inside my organization? It is counter-intuitive that it’s easier to organize the vast quantity of information on the public internet than it is to organize the smaller amount of information inside a single organization. The reality is that enterprise knowledge management and search is very difficult. Data does not reside in easily organized forms. It is spread across systems which provide varying levels of access. Knowledge can be fleetingly exchanged in communication systems. And each individual person has their own access rights, creating a complex challenge. These challenges may be amplified by large language models in the enterprise which seek to help people with analytical and creative tasks by tapping into an organization’s knowledge. How can these systems access enough enterprise data to develop a useful level of understanding? How can they provide the best answers to each individual that follows data access governance requirements? To answer these questions, we talked with Arvind Jain, the CEO of Glean, which provides AI-powered workplace search. Glean searches across an organizations applications to build a trusted knowledge model that respects data access governance when presenting information to users. Glean’s knowledge models also provide a way for enterprises to introduce the power of generative AI while providing boundaries for its use that can be challenging to create. Prior to founding Glean, Arvind co-founded Rubrik, one of the fastest growing companies in cloud data management. For more than a decade Arvind worked at Google, serving as a Distinguished Engineer, leading teams in Search, Maps, and YouTube. About Artficiality from Helen & Dave Edwards: Artificiality is a research and services business founded in 2019 to help people make sense of artificial intelligence and complex change. Our weekly publication provides thought-provoking ideas, science reviews, and market research and our monthly research releases provides leaders with actionable intelligence and insights for applying AI in their organizations. We provide research-based and expert-led AI strategy and complex change management services to organizations around the world. We are artificial philosophers and meta-researchers who aim to make the philosophical more practical and the practical more philosophical. We believe that understanding AI requires synthesizing research across disciplines: behavioral economics, cognitive science, complexity science, computer science, decision science, design, neuroscience, philosophy, and psychology. We are dedicated to unraveling the profound impact of AI on our society, communities, workplaces, and personal lives.  Subscribe for free at https://www.artificiality.world. If you enjoy our podcasts, please subscribe and leave a positive rating or comment. Sharing your positive feedback helps us reach more people and connect them with the world’s great minds. Learn more about ⁠⁠Sonder Studio⁠⁠ Subscribe to get ⁠⁠Artificiality⁠⁠ delivered to your email Learn about our book ⁠⁠Make Better Decisions⁠⁠ and buy it on ⁠⁠Amazon⁠⁠ Thanks to ⁠⁠Jonathan Coulton⁠⁠ for our music This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit www.artificiality.world. #ai #artificialintelligence #generativeai #airesearch #complexity #futureofai