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How AI Happens is a podcast featuring experts and practitioners explaining their work at the cutting edge of Artificial Intelligence. Tune in to hear AI Researchers, Data Scientists, ML Engineers, and the leaders of today’s most exciting AI companies explain the newest and most challenging facets of their field. Powered by Sama.
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Theory and Practice

GV (Google Ventures)

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Season 4 will explore one of humanity's most rapidly advancing and impactful changes: what does it mean to be human in the age of AI when computers and robots are accomplishing more human functions? How will AI with human-level skills influence us and enhance the world around us? How will we change AI, and how will it change us? Theory and Practice opens the doors to the cutting edge of biology and computer science through conversations with leaders in the field. The podcast is hosted by Ant ...
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Key Points From This Episode: Reid Robinson's professional background, and how he ended up at Zapier. What he learned during his year as an NFT founder, and how it serves him in his work today. How he gained his diverse array of professional skills. Whether one can differentiate between AI and mere automation. How Reid knew that partnering with Ope…
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In this episode of How AI Happens, Justin explains how his project, Wondr Search, injects creativity into AI in a way that doesn’t alienate creators. You’ll learn how this new form of AI uses evolutionary algorithms (EAs) and differential evolution (DE) to generate music without learning from or imitating existing creative work. We also touch on th…
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Jacob shares how Gong uses AI, how it empowers its customers to build their own models, and how this ease of access for users holds the promise of a brighter future. We also learn more about the inner workings of Gong and how it trains its own models, why it’s not too interested in tracking soft skills right now, what we need to be doing more of to…
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Bobak further opines on the pros and cons of Perplexity and GPT 4.0, why the technology uses both models, the differences, and the pros and cons. Finally, our guest tells us why Brilliant Labs is open-source and reminds us why public participation is so important. Key Points From This Episode: Introducing Bobak Tavangar to today’s episode of How AI…
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Andrew shares how generative AI is used by academic institutions, why employers and educators need to curb their fear of AI, what we need to consider for using AI responsibly, and the ins and outs of Andrew’s podcast, Insight x Design. Key Points From This Episode: Andrew Madson explains what a tech evangelist is and what his role at Dremio entails…
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Tom shares further thoughts on financing AI tech venture capital and whether or not data centers pose a threat to the relevance of the Cloud, as well as his predictions for the future of GPUs and much more. Key Points From This Episode: Introducing Tomasz Tunguz, General Partner at Theory Ventures. What he is currently working on including AI resea…
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Kordel is the CTO and Founder of Theta Diagnostics, and today he joins us to discuss the work he is doing to develop a sense of smell in AI. We discuss the current and future use cases they’ve been working on, the advancements they’ve made, and how to answer the question “What is smell?” in the context of AI. Kordel also provides a breakdown of the…
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After describing the work done at StoneX and her role at the organization, Elettra explains what drew her to neural networks, defines data science and how she overcame the challenges of learning something new on the job, breaks down what a data scientist needs to succeed, and shares her thoughts on why many still don’t fully understand the industry…
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Mike Miller is the Director of Project Management at AWS, and he joins us today to share about the inspirational AI-powered products and services that are making waves at Amazon, particularly those with generative prompt engineering capabilities. We discuss how Mike and his team choose which products to bring to market, the ins and outs of PartyRoc…
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Key Points From This Episode: Welcoming Seth Walker to the podcast. The importance of being agile in AI. All about Seth’s company, Carrier, and what they do. Seth tells us about his background and how he ended up at Carrier. How Seth goes about unlocking the power of AI. The different levels of success when it comes to AI creation and how to measur…
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Philip recently had the opportunity to speak with 371 customers from 15 different countries to hear their thoughts, fears, and hopes for AI. Tuning in you’ll hear Philip share his biggest takeaways from these conversations, his opinion on the current state of AI, and his hopes and predictions for the future. Our conversation explores key topics, li…
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Joelle further discusses the relationship between her work, AI, and the end users of her products as well as her summation of information modalities, world models versus word models, and the role of responsibility in the current high-stakes of technology development. Key Points From This Episode: Joelle Pineau's professional background and how she …
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Key Points From This Episode: Amii’s machine learning project management tool: MLPL. Amii’s ultimate goal of building capacity and how it differs from an agency model. Asking the right questions to ascertain the appropriate use for AI. Instances where AI is not a relevant solution. Common challenges people face when adopting AI strategies. Mara’s p…
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Bryan discusses what constitutes industrial AI, its applications, and how it differs from standard AI processes. We explore the innovative process of deep reinforcement learning (DRL), replicating human expertise with machines, and the types of AI approaches available. Gain insights into the current trends and the future of generative AI, the exist…
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2023 ML Pulse Report Joining us today are our panelists, Duncan Curtis, SVP of AI products and technology at Sama, and Jason Corso, a professor of robotics, electrical engineering, and computer science at the University of Michigan. Jason is also the chief science officer at Voxel51, an AI software company specializing in developer tools for machin…
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Sama 2023 ML Pulse Report ML Pulse Report: How AI Happens Live Webinar AMD's Advancing AI Event Our guest today is Ian Ferreira, the Chief Product Officer for Artificial Intelligence over at Core Scientific until they were purchased by his current employer Advanced Micro Devices, AMD, where he is now the Senior Director of AI Software. In our conve…
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Generative AI is becoming more common in our lives as the technology grows and evolves. There are now AI companions to help other AI models execute their tasks more efficiently, and Amazon CodeWhisperer (ACW) is among the best in the game. We are joined today by the General Manager of Amazon CodeWhisperer and Director of Software Development at Ama…
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In today’s episode, we are joined by Dalia Shanshal, Senior Data Scientist at Bell, Canada's largest communications company that offers advanced broadband wireless, Internet, TV, media, and business communications services. With over five years of experience working on hands-on projects, Dalia has a diverse background in data science and AI. We sta…
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EXAMPLE: AgriSynth Synthetic Data-- Weeds as Seen By AI Data is the backbone of agricultural innovation when it comes to increasing yields, reducing pests, and improving overall efficiency, but generating high-quality real-world data is an expensive and time-consuming process. Today, we are joined by Colin Herbert, the CEO and Founder of AgriSynth,…
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Jennifer is the founder of Data Relish, a boutique consultancy firm dedicated to providing strategic guidance and executing data technology solutions that generate tangible business benefits for organizations of diverse scales across the globe. In our conversation, we unpack why a data platform is not the same as a database, working as a freelancer…
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Throughout the fourth season of Theory and Practice, we explored emerging human-like artificial intelligence and robots. We asked if we could learn as much about ourselves as we do about the machines we use. The series has covered safety guardrails for AI, empathic AI communication, communication between minds and machines, robotic surgery, compute…
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In this season of Theory and Practice, we explore newly emerging human-like artificial intelligence and robots — and how we can learn as much about ourselves, as humans, as we do about the machines we use. As we near the end of Season 4, we explore whether decision-making and judgment are still the final preserve of humans. Our guest for Episode 7 …
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Joining us today to provide insight on how to put together a credible AI solutions team is Mike Demissie, Managing Director of the AI Hub at BNY Mellon. We talk with Mike about what to consider when putting together and managing such a diverse team and how BNY Mellon is implementing powerful AI and ML capabilities to solve the problems that matter …
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Season 4 of our Theory and Practice podcast investigates the powerful new world of AI applications and what it means to be human in the age of human-like artificial intelligence. Episode 6 explores what happens when AI is explicitly used to understand humans. In this episode, we're joined by James DiCarlo, the Peter de Florez Professor of Neuroscie…
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Mercedes-Benz is a juggernaut in the automobile industry and in recent times, it has been deliberate in advancing the use of AI throughout the organization. Today, we welcome to the show the Executive Manager for AI at Mercedes-Benz, Alex Dogariu. Alex explains his role at the company, he tells us how realistic chatbots need to be, how he and his t…
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On Season 4 of Theory and Practice, Anthony Philippakis and Alex Wiltschko explore newly emerging human-like artificial intelligence and robots — and how we can learn as much about ourselves, as humans, as we do about the machines we use. The series has delved into many aspects of AI, from safety guardrails to empathic communication to robotic surg…
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Tarun dives into the game-changing components of Watsonx, before delivering some noteworthy advice for those who are eager to forge a career in AI and machine learning. Key Points From This Episode: Introducing Tarun Chopra and a brief look at his professional background. His intellectual diet: what Tarun is consuming to stay up to date with techno…
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In Season 4 of the Theory and Practice podcast, we’ve been investigating the powerful new world of AI applications. We’ve explored how to build safety guardrails into AI-driven healthcare, what the future holds for empathetic AI communication, and how humans can control computers with imperceptible movements of their hands. For episode 4, we turn t…
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Creating AI workflows can be a challenging process. And while purchasing these types of technologies may be straightforward, implementing them across multiple teams is often anything but. That’s where a company like Veritone can offer unparalleled support. With over 400 AI engines on their platform, they’ve created a unique operating system that he…
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On Season 4 of Theory and Practice, Anthony Philippakis and Alex Wiltschko explore newly emerging human-like artificial intelligence and robots — and how we can learn as much about ourselves, as humans, as we do about the machines we use. The series will delve into many aspects of AI: from communication to robotic surgery and decision-making. In ep…
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AI is an incredible tool that has allowed us to evolve into more efficient human beings. But, the lack of ethical and responsible design in AI can lead to a level of detachment from real people and authenticity. A wonderful technology strategist at Microsoft, Valeria Sadovykh, joins us today on How AI Happens. Valeria discusses why she is concerned…
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Key Points From This Episode: She shares her professional journey that eventually led to the founding of Gradient Ventures. How Anna would contrast AI Winter to the standard hype cycles that exist. Her thoughts on how the web and mobile sectors were under-hyped. Those who decide if something falls out of favor; according to Anna. How Anna navigates…
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On Season 4 of the Theory and Practice podcast, GV’s Anthony Philippakis and Osmo’s Alex Wiltschko explore being human in the age of AI. Guests this season dive into areas including AI communication, robotic surgery, and decision-making. Episode 2 explores how machine learning evolved to where it is today. Anthony and Alex’s guest is Dr. Claire Cui…
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On Season 4 of the Theory and Practice podcast, hosts Anthony Philippakis and Alex Wiltschko explore the many aspects of what it means to be human in the new era of artificial intelligence: from communication to robotic surgery and decision-making. In episode 1, Dr. Greg Corrado, Distinguished Scientist and Head of Health AI at Google Health, expla…
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Wayfair uses AI and machine learning (ML) technology to interpret what its customers want, connect them with products nearby, and ensure that the products they see online look and feel the same as the ones that ultimately arrive in their homes. With a background in engineering and a passion for all things STEM, Wayfair’s Director of Machine Learnin…
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Bob highlights the importance of building interdepartmental relationships and growing a talented team of problem solvers, as well as the key role of continuous education. He also offers some insight into the technical and not-so-technical skills of a “data science champion,” tips for building adaptable data infrastructures, and the best career advi…
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Low-code platforms provide a powerful and efficient way to develop applications and drive digital transformation and are becoming popular tools for organizations. In today’s episode, we are joined by Piero Molino, the CEO, and Co-Founder at Predibase, a company revolutionizing the field of machine learning by pioneering a low-code declarative appro…
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dRisk uses a unique approach to increasing AV safety: collecting real-life scenarios and data from accidents, insurance reports, and more to train autonomous vehicles on extreme edge cases. With their advanced simulation tool, they can accurately recreate and test these scenarios, allowing AV developers to improve the performance and safety of thei…
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In this episode, we learn about the common challenges companies face when it comes to developing and deploying their AV and how Stantec uses military and aviation best practices to remove human error and ensure safety and reliability in AV operations. Corey explains the importance of collecting edge cases and shares his take on why the autonomous m…
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Vishnu provides valuable advice for data scientists who want to help create high-quality data that can be used effectively to impact business outcomes. Tune in to gain insights from Vishnu's extensive experience in engineering leadership and data technologies. Key Points From This Episode: An introduction to Vishnu Ram, his background, and how he c…
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Algolia is an AI-powered search and discovery platform that helps businesses deliver fast, personalized search experiences. In our conversation, Sean shares what ignited his passion for AI and how Algolia is using AI to deliver lightning-fast custom search results to each user. He explains how Algolia's AI algorithms learn from user behavior and ta…
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Today’s guest is a Developer Advocate and Machine Learning Growth Engineer at Roboflow who has the pleasure of providing Roboflow users with all the information they need to use computer vision products optimally. In this episode, Piotr shares an overview of his educational and career trajectory to date; from starting out as a civil engineering gra…
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In our conversation, we learn about her professional journey and how this led to her working at DataRobot, what she realized was missing from the DataRobot platform, and what she did to fill the gap. We discuss the importance of bias in AI models, approaches to mitigate models against bias, and why incorporating ethics into AI development is essent…
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Kristen is also the founder of Data Moves Me, a company that offers courses, live training, and career development. She hosts The Cool Data Projects Show, where she interviews AI, machine learning (ML), and deep learning (DL) experts about their projects. Points From This Episode: Kristen’s background in the data science world and what led her to h…
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In this episode, we learn the benefits of blue-collar AI education and the role of company culture in employee empowerment. Dr. Borne shares the history of data collection and analysis in astronomy and the evolution of cookies on the internet and explains the concept of Web3 and the future of data ownership. Dr. Borne is of the opinion that AI serv…
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Goodbye Passwords, Hello Biometrics with George Williams Episode 61: Show Notes. Is it really safer to have a system know your biometrics rather than your password? If so, who do you trust with this data? George Williams, a silicon valley tech veteran who most recently served as Head of AI at SmileIdentity, is passionate about machine learning, mat…
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Our discussion today dives into the climate change related applications of AI and machine learning, and how organizations are working towards mobilizing them to address the climate problem. Priya shares her thoughts on advanced technology and creating a dystopian version of humanity, what made her decide on her Ph.D. topic, and what she learned tou…
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Genetec has been a software provider for the physical security industry for over 25 years, earning its spot as the world’s number one software provider in video management. We are pleased to be joined today by Florian Matusek, Genetec’s Director of Video Analytics and the host of Video Analytics 101 on YouTube. Florian explains how his company is d…
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Navrina shares why trust and transparency are crucial in the AI space and why she believes having a Chief Ethics Officer should become an industry standard. Our conversation ends with a discussion about compliance and what AI tech organizations can do to ensure reliable, trustworthy, and transparent products. To get 30 minutes of uninterrupted know…
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