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Artificiality: Minds Meeting Machines

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Jun 8, 2024 • 54min

Jonathan Feinstein: The Context of Creativity

We’re excited to welcome to the podcast Jonathan Feinstein, professor at the Yale School of Management and author of Creativity in Large-Scale Contexts: Guiding Creative Engagement and Exploration. Our interest in creativity is broader than the context of the creative professions like art, design, and music. We see creativity as the foundation of how we move ahead as a species including our culture, science, and innovation. We’re interested in the huge combinatorial space of creativity, linked together by complex networks. And that interest led us to Jonathan. Through his research and interviews with a wide range of creative individuals, from artists and writers to scientists and entrepreneurs, Jonathan has developed a framework for understanding the creative process as an unfolding journey over time. He introduces key concepts such as guiding conceptions, guiding principles, and the notion of finding "golden seeds" amidst the vast landscape of information and experiences that shape our creative context. By looking at creativity mathematically, Jonathan has exposed the tremendous beauty of the creative process as being intuitive, exploratory, and supported by math and machines and knowledge and structure. He shows how creativity is much broader and more interesting than the stereotypical idea of creativity as simply a singular lightbulb moment. In our conversation, we explore some of the most surprising and counterintuitive findings from Jonathan's work, how his ideas challenge conventional wisdom about creativity, and the implications for individuals and organizations seeking to innovate in an increasingly AI-driven world. Let’s dive into our conversation with Jonathan Feinstein. 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. 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 #artificiality #ai #artificialintelligence #generativeai #airesearch #complexity #intimacyeconomy #spaciality #consciousness #knowledge #mindforourminds
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May 25, 2024 • 48min

Karaitiana Taiuru: Indigenous AI

We’re excited to welcome to the podcast Karaitiana Taiuru. Dr Taiuru is a leading authority and a highly accomplished visionary Māori technology ethicist specialising in Māori rights with AI, Māori Data Sovereignty and Governance with emerging digital technologies and biological sciences. Karaitiana has been a champion for Māori cultural and intellectual property rights in the digital space since the late 1990s. With the recent emergence of AI into the mainstream, Karaitiana sees both opportunities and risks for indigenous peoples like the Māori. He believes AI can either be a tool for further colonization and cultural appropriation, or it can be harnessed to empower and revitalize indigenous languages, knowledge, and communities. In our conversation, Karaitiana shares his vision for incorporating Māori culture, values and knowledge into the development of AI technolo gies in a way that respects data sovereignty. We explore the importance of Māori representation in the tech sector, the role of AI in language and cultural preservation, and how indigenous peoples around the world can collaborate to shape the future of AI. Karaitiana offers a truly unique and thought-provoking perspective that I believe is crucial as we grapple with the societal implications of artificial intelligence. I learned a tremendous amount from our conversation and I'm sure you will too. Let’s dive into our conversation with Karaitiana Taiuru. 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. 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 #artificiality #ai #artificialintelligence #generativeai #airesearch #complexity #intimacyeconomy #spaciality #consciousness #knowledge #mindforourminds
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May 4, 2024 • 41min

Omri Allouche: Gong AI

We’re excited to welcome to the podcast Omri Allouche, the VP of Research at Gong, an AI-driven revenue intelligence platform for B2B sales teams. Omri has had a fascinating career journey with a PhD in computational ecology before moving into the world of AI startups. At Gong, Omri leads research into how AI and machine learning can transform the way sales teams operate. In our conversation today, we'll explore Omri's perspective on managing AI research and innovation. We'll discuss Gong’s approach to analyzing sales conversations at scale, and the challenges of building AI systems that sales reps can trust. Omri will share how Gong aims to empower sales professionals by automating mundane tasks so they can focus on building relationships and thinking strategically. Let’s dive into our conversation with Omri Allouche. 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. #artificiality #ai #artificialintelligence #generativeai #airesearch #complexity #intimacyeconomy #spaciality #consciousness #knowledge #mindforourminds
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Apr 20, 2024 • 49min

Susannah Fox: Rebel Health

We’re excited to welcome to the podcast Susannah Fox, a renowned researcher who has spent over 20 years studying how patients and caregivers use the internet to gather information and support each other. Susannah has collected countless stories from the frontlines of healthcare and has keen insights into how patients are stepping into their power to drive change. Susannah recently published a book called "Rebel Health: A Field Guide to the Patient-Led Revolution in Medical Care." In it, she introduces four key personas that represent different ways patients and caregivers are shaking up the status quo in healthcare: seekers, networkers, solvers, and champions. The book aims to bridge the divide between the leaders at the top of the healthcare system and the patients, survivors, and caregivers on the ground who often have crucial information and ideas that go unnoticed. By profiling examples of patient-led innovation, Susannah hopes to inspire healthcare to become more participatory. In our conversation, we dive into the insights from Susannah's decades of research, hear some compelling stories of patients, and discuss how medicine can evolve to embrace the power of peer-to-peer healthcare. As you’ll hear, this is a highly personal episode as Susannah’s work resonates with both of us and our individual and shared health experiences. Let’s dive into our conversation with Susannah Fox. 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 
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Mar 2, 2024 • 43min

Angel Acosta: Contemplation, Healing, and AI

We’re excited to welcome to the podcast Dr. Angel Acosta, an expert on healing-centered education and leadership. Angel runs the Acosta Institute which helps communities process trauma and build environments for people to thrive. He also facilitates leadership programs at the Garrison Institute that support the next generation of contemplative leaders. With his background in social sciences, curriculum design, and adult education, Angel has been thinking deeply about how artificial intelligence intersects with mindfulness, social justice and education. In our conversation, we explore how AI can help or hinder our capacity for contemplation and healing. For example, does offloading cognitive tasks to AI tools like GPT create more mental space for mindfulness? How do we ensure these technologies don’t increase anxiety and threaten our sense of self? We also discuss the promise and perils of AI for transforming education. What roles might AI assistants play in helping educators be more present with students? How can we design assignments that account for AI without compromising learning? What would a decolonized curriculum enabled by AI look like? And we envision more grounded, humanistic uses of rapidly evolving AI—from thinking of it as "ecological technology" interdependent with the natural world, to leveraging its pattern recognition in service of collective healing and wisdom. What guiding principles do we need for AI that enhances both efficiency and humanity? How can we consciously harness it to create the conditions for people and communities to thrive holistically? We’d like to thank our friends at the House of Beautiful Business for sparking our relationship with Angel—we highly recommend you check out their events and join their community. Let’s dive into our conversation with Angel Acosta. 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 
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Feb 23, 2024 • 45min

Doug Belshaw: Serendipity Surface & AI

We're excited to welcome Doug Belshaw to the show today. Doug is a founding member of the We Are Open Co-op which helps organizations with sensemaking and digital transformation. Doug coined the term "serendipity surface" to describe cultivating an attitude of curiosity and increasing the chance encounters we have by putting ourselves out there. We adopted the term quite some time ago and were eager to talk with Doug about how he thinks about serendipity surfaces in the age of generative AI. As former Head of Web Literacy at Mozilla and now currently pursuing a master's degree in systems thinking, Doug has a wealth of knowledge on topics spanning education, technology, productivity and more. In our conversation today, we'll explore concepts like productive ambiguity, cognitive ease, and rewilding your attention. Doug shares perspectives from his unique career journey as well as personal stories and projects exemplifying the creative potential of AI. We think you’ll find this a thought-provoking discussion on human-AI collaboration, lifelong learning, digital literacy, ambiguity, and the future of work. Let’s dive into our conversation with Doug Belshaw. Key points: Doug coined the term Serendipity Surface to describe cultivating curiosity, increasing random encounters and possibilities by putting ourselves out there. He sees it as the opposite of reducing "attack surface" in security; it's about expanding opportunities. Doug shares an example of prompting ChatGPT extensively over 24 hours with a flood risk report, personas and perspectives to decide on a complex house purchase. This shows the creative potential of using AI tools to augment human thinking and decisions. Doug discusses the sweet spot of productive ambiguity where concepts resonate with a common meaning yet leave room for interpretation by individuals based on their contexts. It encourages engagement and spreading of ideas. As an educator, Doug advocates thoughtfully adopting emerging tech to develop engaged, literate and curious learners rather than reactively banning tools. Friction facilitates learning. Ultimately, Doug sees potential for AI collaboration that brings our humanity, empathy, creativity and curiosity to the forefront if we prompt and apply these tools judiciously. Links for Doug Belshaw: Dr Doug Belshaw We Are Open Cooperative Thought Shrapnel Open Thinkering Ambiguiti.es 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 
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Feb 17, 2024 • 50min

Richard Kerris of NVIDIA: AI, Creators, and Developers

We’re excited to welcome Richard Kerris, Vice President of Developer Relations and GM of Media & Entertainment at NVIDIA, to the show today. Richard has had an extensive career working with creators and developers across film, music, gaming, and more. He offers valuable insights into how AI and machine learning are transforming creative tools and workflows. In particular, Richard shares his perspective on how these advanced technologies are democratizing access to high-end capabilities, putting more power into the hands of a broader range of storytellers. He discusses the implications of this for the media industry—will it displace roles or expand opportunities? And we explore Richard's vision for what the future may look like in 5-10 years in terms of applications being auto-generated to meet specialized user needs. We think you’ll find the wide-ranging conversation fascinating as we explore topics from AI-enhanced content creation to digital twins and AI assistants. Let’s dive into our discussion with Richard Kerris . Key Points: Democratization of creative tools is enabling more people to produce high-quality media content. This expands opportunities, rather than displacing roles. Future apps may be auto-generated via AI to meet specialized user needs, rather than created as generic solutions. Industrial metaverse allows manufacturers to optimize workflows through virtual prototyping. Open USD provides a common language for 3D tools to communicate, improving collaboration. AI agents will become commonplace assistants customized to individual interests and needs. Computing power growth is enabling complex digital twins like the human body to improve health outcomes. Generative AI introduces new considerations around rights of trained content and output. Education benefits from AI’s ability to showcase different artistic styles and techniques. 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 
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Feb 6, 2024 • 51min

Tyler Marghetis: The Leaps of Human Imagination

We're excited to welcome Tyler Marghetis, Assistant Professor of Cognitive & Information Sciences at the University of California, Merced, to the show today. Tyler studies what he calls the "lulls and leaps" or "ruts and ruptures" of human imagination and experience. He's fascinated by how we as humans can get stuck in certain patterns of thinking and acting, but then also occasionally experience radical transformations in our perspectives. In our conversation, Tyler shares with us some of his lab's fascinating research into understanding and even predicting these creative breakthroughs and paradigm shifts. You'll hear about how he's using AI tools to analyze patterns in things like Picasso's entire body of work over his career. Tyler explains why he believes isolation and slowness are actually key ingredients for enabling many of history's greatest creative leaps. And he shares with us how his backgrounds in high-performance sports and in the LGBTQ community shape his inclusive approach to running his university research lab. It's a wide-ranging and insightful discussion about the complexity of human creativity and innovation. Let's dive in to our interview with Tyler Marghetis. 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 
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Jan 30, 2024 • 1h 3min

James Evans: Scientific Progress

Why is scientific progress slowing down? That's a question that's been on the minds of many. But before we dive into that, let's ponder this—how do we even know that scientific progress is decelerating? And in an era where machines are capable of understanding complexities that sometimes surpass human cognition, how should we approach the future of knowledge? Joining us in this exploration is Professor James Evans from the University of Chicago. As the director of the Knowledge Lab at UChicago, Professor Evans is at the forefront of integrating machine learning into the scientific process. His work is revolutionizing how new ideas are conceived, shared, and developed, not just in science but in all knowledge and creative processes. Our conversation today is a journey through various intriguing landscapes. We'll delve into questions like: Why has the pace of scientific discovery slowed, and can AI be the catalyst to reaccelerate it? How does the deluge of information and the battle for attention affect the evolution of ideas? What are the predictive factors for disruption and novelty in the idea landscape? How should teams be structured to foster disruptive innovation? What risks do homogeneity in thinking and AI model concentration pose? How can we redefine diversity in the context of both human and AI collaboration? What does the evolving nature of knowledge mean for the next generation of scientists? Can tools like ChatGPT enhance diversity and innovative capabilities in research? Is it time to debunk the myth of the lone genius and focus instead on the collective intelligence of humans and AI? We're also thrilled to discuss Professor Evans' upcoming book, "Knowing," which promises to be a groundbreaking addition to our understanding of these topics. So, whether you're a scientist, a creative, a business leader, a data scientist or just someone fascinated by the interplay of human intelligence and artificial technology, this episode is sure to offer fresh perspectives and insights. 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 
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Jan 23, 2024 • 50min

Ed Sim: AI Venture Capital

Few understand how to anticipate major technology shifts in the enterprise better than today's guest, Ed Sim. Ed is a pioneer in the world of venture capital, specifically focusing on enterprise software and infrastructure since 1996. He founded Boldstart in 2010 to invest at the earliest stages of enterprise software companies, growing the firm from $1M to around $375M today. So where does an experienced investor who has seen countless tech waves come and go place his bets in this new AI-first future? That’s the key topic we dive into today. While AI forms a core part of our dialogue, Ed emphasizes that he doesn’t look at pitches and go “Oh, AI, I need to invest in that.” Rather, he tries to see if founders have identified a real pain point, have a unique approach to solving it, and can clearly articulate how they will provide a significant improvement over status quo. AI is an important component, of course, but it isn’t a reason to invest alone. With that framing in mind, Ed shares where he is most excited to invest in light of recent generative AI breakthroughs. Unsurprisingly, AI security ranks high on his list given enterprises’ skittishness around adopting any technology that could compromise sensitive data or infrastructure. Ed saw this need early, backing a startup called Protect AI in March 2022 that focuses specifically on monitoring and certifying the security of AI systems. The implications of AI have branched into virtually every sector, but Ed reminds us that as investors and builders, we must stay grounded in solving real problems vs just chasing the shiny new thing. Key Points: Ed Sim started Boldstart Ventures in 2010 to provide early stage funding for enterprise startups, writing smaller checks than typical VC firms. The firm now manages a nearly $200 million main fund and a $175 million opportunity fund. Generative AI is an exciting new technology, but the key is backing founders who are solving real problems for end users in a unique way that is 10x better than current solutions. AI is just the underlying technology. AI security is critical for enterprise adoption. Ed invested early in Protect AI, which helps monitor AI models for security, privacy, and compliance issues. AI security will be key to scale adoption. There are still open questions around data governance with large language models that access sensitive company data. Approaches that check governance policies before providing answers are the safest for now. Factors like inference cost, subscription fatigue, and proving ROI will impact how quickly some of the consumer generative AI applications gain traction. Creative solutions around caching, pricing models, and hybrid human+AI loops can help. There will be opportunities related to embedding expertise into systems to empower junior and senior employees. Tools like GitHub Copilot show potential to augment technical skills. 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 

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