Design Matters with Debbie Millman is one of the world’s very first podcasts. Broadcasting independently for over 15 years, the show is about how incredibly creative people design the arc of their lives. Hosted on Acast. See acast.com/privacy for more information.
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UXPodcast™ is a twice-monthly digital design podcast - hosted by James Royal-Lawson and Per Axbom - sharing insights about business, technology, people and society since 2011. We want to push the boundaries of how user experience is perceived and boost your confidence in the work you do.
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Big tech is transforming every aspect of our world. But how, and at what cost? This season of Land of the Giants – The Disney Dilemma – focuses on Disney’s ability to weather the ups and downs of the business cycle and changing tastes and explores what has kept it successful for over 100 years. The entertainment giant has leveraged nostalgia and its intellectual property to build a beloved brand, but after an acquisition spree that included Marvel, Lucasfilm, and 20th Century Fox, can it sus ...
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1 You're not supposed to be here and other Dad wisdom 29:22
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LikedThe world often feels rigged. And this episode is a wake-up call to recognize the barriers that exist for those who don’t fit the traditional mold. In this episode, which is a kind of tribute to my dear departed Dad, I recount some powerful lessons from the man who was a brilliant psychiatrist and my biggest champion. He taught me that if something feels off about the environment you’re in, it probably is—and it’s absolutely hella-not your fault. We dare to break into the uncomfortable truth that many workplaces are designed for a very specific demographic, leaving neurodivergent individuals, particularly those on the autism spectrum, feeling excluded. I share three stories in which my Dad imparted to me more than my fair share of his wisdom, and I'm hoping you to can feel empowered. You'll learn that we can advocate for ourselves and others to create a more inclusive work culture. Newsletter Paste this into your browser if the newsletter link is broken - https://www.lbeehealth.com/ Join our Patreon - https://differentnotbrokenpodcast.com/patreon Mentioned in this episode: Sign Up For Our Newsletter Stay updated on all the things! Get added to our newsletter mailing list. Newsletter…
How AI is redefining coding
Manage episode 452419581 series 2534786
Content provided by david@georgian.io (Georgian). All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by david@georgian.io (Georgian) or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.
Sometimes it’s hard to know where to start when it comes to generative AI. It’s not too hyperbolic to say that many different aspects of a business have the potential to be affected by this new technology. Today, we’re going to talk about something that’s behind the scenes for most people, although hopefully not this audience. It’s coding.
On this episode of the Georgian Impact Podcast, we dive into the world of generative AI and its impact on coding, testing, and product design with guest Rodrigo Ceballos. Rodrigo is a Machine Learning Engineer at Georgian and provides firsthand experience and expertise, shedding light on the transformative power of AI in the tech industry. Exploring the exciting possibilities brought about by the fusion of human creativity and AI technology.
You’ll Hear About:
- The progression of software engineering from low-level to high-level languages, culminating in the use of natural language for coding.
- The daily integration of generative AI, such as ChatGPT, in automating tasks and writing code.
- The role of large language models (LLMs) as an intermediate layer and a translation layer between different pieces of software.
- The impact of generative AI in automating functions, unit testing, and API interaction in programming.
- Using generative AI to brainstorm and guide game design, showing the versatility of AI in enhancing human creativity.
- The potential upside and downside of leveraging generative AI in streamlining processes and increasing efficiency.
Who is Rodrigo Ceballos?
With over six years of experience in AI research and engineering, Rodrigo Ceballos is a dedicated Machine Learning Engineer at Georgian. In his current role, Rodrigo collaborates with portfolio companies to implement solutions in computer vision, natural language processing and generative AI. Before joining Georgian, he served as an AI Research Engineer at PAIGE.ai, where he played a pivotal role in developing PaigeProstate, the world's first FDA-approved AI-assisted pathology diagnostic tool.
101 episodes
ShareManage episode 452419581 series 2534786
Content provided by david@georgian.io (Georgian). All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by david@georgian.io (Georgian) or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.
Sometimes it’s hard to know where to start when it comes to generative AI. It’s not too hyperbolic to say that many different aspects of a business have the potential to be affected by this new technology. Today, we’re going to talk about something that’s behind the scenes for most people, although hopefully not this audience. It’s coding.
On this episode of the Georgian Impact Podcast, we dive into the world of generative AI and its impact on coding, testing, and product design with guest Rodrigo Ceballos. Rodrigo is a Machine Learning Engineer at Georgian and provides firsthand experience and expertise, shedding light on the transformative power of AI in the tech industry. Exploring the exciting possibilities brought about by the fusion of human creativity and AI technology.
You’ll Hear About:
- The progression of software engineering from low-level to high-level languages, culminating in the use of natural language for coding.
- The daily integration of generative AI, such as ChatGPT, in automating tasks and writing code.
- The role of large language models (LLMs) as an intermediate layer and a translation layer between different pieces of software.
- The impact of generative AI in automating functions, unit testing, and API interaction in programming.
- Using generative AI to brainstorm and guide game design, showing the versatility of AI in enhancing human creativity.
- The potential upside and downside of leveraging generative AI in streamlining processes and increasing efficiency.
Who is Rodrigo Ceballos?
With over six years of experience in AI research and engineering, Rodrigo Ceballos is a dedicated Machine Learning Engineer at Georgian. In his current role, Rodrigo collaborates with portfolio companies to implement solutions in computer vision, natural language processing and generative AI. Before joining Georgian, he served as an AI Research Engineer at PAIGE.ai, where he played a pivotal role in developing PaigeProstate, the world's first FDA-approved AI-assisted pathology diagnostic tool.
101 episodes
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The Georgian Impact Podcast | AI, ML & More
1 Redefining legal impact with the team at Darrow 18:34
18:34 Play Later Play Later Lists Like Liked18:34
Play Later Play Later Lists Like LikedWhen we think about legal tech software, we think about value add discovery or document management. But with the explosion of AI, new opportunities are emerging. We're going to share a story about how technology can help lawyers help more people and you'll hear a word that might surprise you too: Justice. On this episode of the Georgian Impact Podcast, we'll be talking with the founders of one of Georgian's investments, a fascinating company with an absolutely wonderful name for a company in this space, Darrow. But, it's not the name that matters today. It's about an idea and the coming together of a vision. You'll Hear About: The role of AI in legal tech and litigation. Darrow's mission and approach to justice. Building class action lawsuits with data and AI. Addressing data biases and fostering trust. The significance of Darrow's PlaintiffLink offering. Darrow's human-centric company culture and social impact. Who are the Co-Founders of Darrow? Evyatar Ben Artzi is the Co-Founder and CEO at Darrow.ai. Evyatar harnesses his legal and technological experience to improve legal systems and societies, empowering people to make better decisions and become the authors of their own story. Evyatar assumed leadership roles in the collaborative and dynamic teams he has led and worked with, whether as a Combat Officer in the IDF, a clerk at the Israeli Supreme Court, as a Co-Founder of Yahav – a progressive education program – or as Co-Founder and CEO at Darrow, using AI to unearth the legal implications of real-world events. Gila Hayat is the Co-Founder and CEO at Darrow.ai. Prior to Darrow, she spent seven years in computer intelligence in the IDF, in part, focusing on classified projects on ethical issues of AI both in the military and police forces. She and her team earned presidential honors for their work.…
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The Georgian Impact Podcast | AI, ML & More
We all get a few chuckles when autocorrect gets something wrong, but there's a lot of time-saving and face-saving value with autocorrect. But do we trust autocorrect? Yeah. We do, even with its errors. Maybe you can use ChatGPT to improve your productivity. Ask it to a cool question and maybe get a decent answer. That's fine. After all, it's just between you and ChatGPT. But, what if you're a software company and you're leveraging these technologies? You could be putting generative AI output in front of your users. On this episode of the Georgian Impact Podcast, it is time to talk about GenAI and trust. Angeline Yasodhara, an Applied Research Scientist at Georgian, is here to discuss the new world of GenAI. You'll Hear About: Differences between closed and open-source large language models (LLMs), advantages and disadvantages of each. Limitations and biases inherent in LLMs due to their training on Internet data. Treating LLMs as untrusted users and the need to restrict data access to minimize potential risks. The continuous learning process of LLMs through reinforcement learning from human feedback. Ethical issues and biases associated with LLMs, and the challenges of fostering creativity while avoiding misinformation. Collaboration between AI and security teams to identify and mitigate potential risks associated with LLM applications. Who is Angelina Yasodhara? Angeline Yasodhara is an Applied Research Scientist at Georgian, where she collaborates with companies to help accelerate their AI products. With expertise in the ethical and security implications of LLMs, she provides valuable insights into the advantages and challenges of closed vs. open-source LLMs.…
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The Georgian Impact Podcast | AI, ML & More
Sometimes it’s hard to know where to start when it comes to generative AI. It’s not too hyperbolic to say that many different aspects of a business have the potential to be affected by this new technology. Today, we’re going to talk about something that’s behind the scenes for most people, although hopefully not this audience. It’s coding. On this episode of the Georgian Impact Podcast, we dive into the world of generative AI and its impact on coding, testing, and product design with guest Rodrigo Ceballos. Rodrigo is a Machine Learning Engineer at Georgian and provides firsthand experience and expertise, shedding light on the transformative power of AI in the tech industry. Exploring the exciting possibilities brought about by the fusion of human creativity and AI technology. You’ll Hear About: The progression of software engineering from low-level to high-level languages, culminating in the use of natural language for coding. The daily integration of generative AI, such as ChatGPT, in automating tasks and writing code. The role of large language models (LLMs) as an intermediate layer and a translation layer between different pieces of software. The impact of generative AI in automating functions, unit testing, and API interaction in programming. Using generative AI to brainstorm and guide game design, showing the versatility of AI in enhancing human creativity. The potential upside and downside of leveraging generative AI in streamlining processes and increasing efficiency. Who is Rodrigo Ceballos? With over six years of experience in AI research and engineering, Rodrigo Ceballos is a dedicated Machine Learning Engineer at Georgian. In his current role, Rodrigo collaborates with portfolio companies to implement solutions in computer vision, natural language processing and generative AI. Before joining Georgian, he served as an AI Research Engineer at PAIGE.ai, where he played a pivotal role in developing PaigeProstate, the world's first FDA-approved AI-assisted pathology diagnostic tool.…
T
The Georgian Impact Podcast | AI, ML & More
1 The nitty-gritty of fine-tuning a GenAI model 18:30
18:30 Play Later Play Later Lists Like Liked18:30
Play Later Play Later Lists Like LikedWe’ve all heard about how generative AI is changing almost every aspect of a business. If you crack open the door and peer in on the AI teams. You’ll see them playing with models and, no, we’re not talking about planes and trains. We’re talking about providing the correct inputs necessary to drive desired outputs in an AI model. On this episode of the Georgian Impact Podcast, we will be discussing the impact of generative AI and fine-tuning data strategy with Rohit Saha, an ML scientist at Georgian’s R&D team. Rohit will explore how large language models (LLMs) and fine-tuning are changing the AI landscape for businesses, the necessary skills for data science teams in the age of generative AI, and the pivotal role of dynamic data strategy in leveraging new technology effectively. You’ll Hear About: The role of fine-tuning in tailoring foundational AI models to specific use cases. How the landscape of ML and AI has evolved with the emergence of LLMs. Leveraging LLMs to enhance productivity and build enterprise software. Evolution of skills and talent required in the era of generative AI. Creating a dynamic data strategy and leveraging open source models for fine-tuning. Identifying golden use cases and the impact of LLMs on classification tasks. Who is Rohit Saha? Rohit Saha is an ML Scientist at Georgian's R&D team. He works with the portfolio companies to accelerate their data science roadmap by assisting them in scoping research problems, writing machine learning or AI code, and putting solutions into production. Rohit has worked across various projects, specializing in computer vision, natural language processing and large language models. His expertise lies in helping companies fine-tune and leverage large language models for enterprise software solutions.…
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The Georgian Impact Podcast | AI, ML & More
1 How Georgian's AI team supports companies in adopting GenAI 20:35
20:35 Play Later Play Later Lists Like Liked20:35
Play Later Play Later Lists Like LikedGenerative AI is redefining businesses with its capacity to write text, generate code, execute tasks, create images, and more. Gen AI is fundamentally changing how companies have to build their products. This is the first in a series of podcasts featuring our AI team, where they share their experiences on the generative AI work they've already done with more than 20 of our portfolio companies. In this episode, we are joined by two technical leaders of Georgian's R&D team Parinaz Sobhani and David Tingle. Parinaz is the Head of AI at Georgian and David is the team's Engagement Manager for our work with our customers. You’ll Hear About: How generative AI is reshaping businesses by excelling in text, code, task execution, and image generation. The importance of a cross-functional collaboration approach and a top-down problem-solving strategy in technology development. An overview of the historical focus of Georgian's AI team on data and machine learning. Exploration of the starting points for companies, including the use of foundational models from big tech companies and the role of first-party data in differentiation. Discussion on the crawl, walk, run stages of generative AI adoption, highlighting the importance of finding a golden use case and the need for a "trust-first" approach for future-proofing.…
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The Georgian Impact Podcast | AI, ML & More
1 Adapting teams to GenAI with Marketing AI Institute's Paul Roetzer 26:32
26:32 Play Later Play Later Lists Like Liked26:32
Play Later Play Later Lists Like LikedOn this episode of the Georgian Impact podcast, we are talking to a guest we last had in 2020. Back in 2020, we were talking about AI and marketing and how to use things like automation tools to make our jobs easier. Now in 2023, generative AI tools are basically the biggest topic of conversation right now. So, we're here to break that down with Paul Roetzer. Paul is the author of several books on marketing and AI, including Marketing Artificial Intelligence, and he's the creator of the Marketing AI Conference. You'll Hear About: The evolution of generative AI tools in marketing. The role of AI in ideation and strategy, rather than writing. The adoption and integration of AI tools into marketing workflows. The impact of generative AI on content creation and strategy. Building an AI council within organizations. Developing responsible AI principles and policies. The importance of a moral compass in AI application. Transparency and disclaimers for AI usage. The future of AI in entrepreneurship, creativity and scientific breakthroughs. Addressing fears and concerns related to AI in the workplace.…
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The Georgian Impact Podcast | AI, ML & More
1 An introduction to generative AI with NVIDIA’s Mahan Salehi 22:05
22:05 Play Later Play Later Lists Like Liked22:05
Play Later Play Later Lists Like LikedOn this episode of the Georgian Impact podcast, we’ll be breaking down the technologies that make up generative AI and how it works. From Large Language Models (LLMs) to deep learning, this podcast will help you understand how AI has evolved to get us to this point with GenAI and what he’s excited about in the space. Mahan Salehi, AI and LLM product manager at NVIDIA, will explain how the space has evolved from his experience at NVIDIA working with AI. You’ll Hear About: ● Machine learning vs. artificial intelligence. ● The need for guidance for GenAI models. ● Rules-based models vs. deep learning models. ● The two pieces of generative AI. ● How foundational models are trained. ● The value of first-party data. ● Mahan looking back and looking forward. ● The impact on different industries.…
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The Georgian Impact Podcast | AI, ML & More
1 Why Georgian launched a Product-led Purpose thesis 26:29
26:29 Play Later Play Later Lists Like Liked26:29
Play Later Play Later Lists Like LikedSince our inception, Georgian has identified new trends that we believe will change the way companies do business. This kind of thinking resulted in our thesis areas like Applied AI, Conversational AI and Trust. In this episode of the Georgian Impact Podcast, we talk to Sonia Lagourgue, Georgian’s Head of Purpose & ESG and Emily Walsh, Lead Investor at Georgian. They will break down Georgian’s latest thesis area: Product-led Purpose. Simply put, Product-led Purpose is our view that the next generation of market-leading technology companies will not only deliver superior economic value but also a quantifiable positive impact on societal challenges. You’ll Hear About: ● Georgian’s purpose and what it takes to get the whole team engaged. ● Where the purpose came from and its ties to Georgian’s history. ● How Georgian’s Purpose Report holds us accountable. ● Why Georgian launched a Product-led Purpose thesis and what that really means. ● How a strong top-level executive focus on purpose can motivate and drive a company forward. ● The main pillars of the Product-led Purpose thesis. ● The natural tension between pushing technology and purpose.…
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The Georgian Impact Podcast | AI, ML & More
1 How purpose is a business differentiator: the Fiix story 22:03
22:03 Play Later Play Later Lists Like Liked22:03
Play Later Play Later Lists Like LikedIn this episode of the Georgian Impact Podcast about the importance of purpose within a company, we talk to James Novak. The former CEO of Fiix Software — now a Rockwell Automation Company — explains the company’s journey of discovering its maintenance management solution could go beyond its utility and tackle real problems like climate change. Through that journey, they explained how a purpose was important for employee attrition, attracting consumers and so much more.…
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The Georgian Impact Podcast | AI, ML & More
1 OpenWeb’s Tiffany Xingyu Wang on making publishers sustainable with first-party data 31:15
31:15 Play Later Play Later Lists Like Liked31:15
Play Later Play Later Lists Like LikedIn this episode of the Georgian Impact Podcast, we talk to Tiffany Xingyu Wang, OpenWeb’s first-ever Chief Marketing Officer. With a mission to “save online conversations,” OpenWeb wants to improve the quality of conversations online while enabling conversation-based advertising, which allows brands to connect with their most active audiences. Through connecting with audiences, publishers can garner first-party data for ad targeting — a valuable tool as publishers prepare for the disappearance of third-party cookies.…
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The Georgian Impact Podcast | AI, ML & More
1 How to make blockchain interoperability more secure with Hyperlane's Jon Kol 44:46
44:46 Play Later Play Later Lists Like Liked44:46
Play Later Play Later Lists Like LikedIn our first-ever episode of Bridging Web3, we’re talking about interoperability with Jon Kol from Hyperlane. Hyperlane allows developers to connect their apps across blockchains and are dedicated to interchain singularity. Our goal is to understand the building blocks to make Web3 more usable and drive adoption, and to understand the real-world opportunities in the long term…
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The Georgian Impact Podcast | AI, ML & More
In this episode of the Georgian Impact podcast, we’re talking to Francois Chaubard, CEO of Focal Systems. Focal Systems leverages AI and cameras to automate many steps in the retail delivery supply chain.
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The Georgian Impact Podcast | AI, ML & More
1 Commercializing AI with Vector Institute’s Cameron Schuler 30:18
30:18 Play Later Play Later Lists Like Liked30:18
Play Later Play Later Lists Like LikedIn this episode on commercializing AI, we speak with Cameron Schuler, a key contributor to AI's game-changing prominence. Cameron is the Chief Commercialization Officer at the Vector Institute and is dedicated to advancing the transformative field of AI.
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The Georgian Impact Podcast | AI, ML & More
1 How Explainable AI enables trust with Fiddler.AI’s Krishna Gade 25:12
25:12 Play Later Play Later Lists Like Liked25:12
Play Later Play Later Lists Like LikedIn this episode of the Georgian Impact podcast, we’ll be talking about one pillar of responsible AI: explainable AI. Explainability provides insight into what's training your data and how it's performing, so if something goes wrong you know exactly where to start looking for a solution. Fiddler.AI founder and CEO Krishna Gade breaks down how explainability provides insights into training data and performance, and why visibility on how this works enables trust.…
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The Georgian Impact Podcast | AI, ML & More
1 PolyAI’s Nikola Mrkšić on making a voice assistant people love 32:45
32:45 Play Later Play Later Lists Like Liked32:45
Play Later Play Later Lists Like LikedIn this episode of the Georgian Impact Podcast, we talk to PolyAI CEO and co-founder Nikola Mrkšić. PolyAI is a conversational AI company spun out of University of Cambridge research that builds voice assistants at scale in multiple languages. You'll get a helpful breakdown of the challenges of building conversational AI, what makes PolyAI different, and you’ll hear a demo of the tech in action. You’ll Hear About: ● Nikola Mrkšić and PolyAI’s vision ● The accuracy needed to ensure customers don’t become frustrated ● How PolyAI has surpassed previous generations of voice tech ● Mapping non-linear customer journeys ● How PolyAI develops conversation depth with their clients ● How outbound calls differ ● The ways in which PolyAI differentiates itself ● Having the voice match the brand ● Where Nikola sees voice tech going in five years…
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Design Matters with Debbie Millman is one of the world’s very first podcasts. Broadcasting independently for over 15 years, the show is about how incredibly creative people design the arc of their lives. Hosted on Acast. See acast.com/privacy for more information.
…
continue reading
UXPodcast™ is a twice-monthly digital design podcast - hosted by James Royal-Lawson and Per Axbom - sharing insights about business, technology, people and society since 2011. We want to push the boundaries of how user experience is perceived and boost your confidence in the work you do.
…
continue reading
Big tech is transforming every aspect of our world. But how, and at what cost? This season of Land of the Giants – The Disney Dilemma – focuses on Disney’s ability to weather the ups and downs of the business cycle and changing tastes and explores what has kept it successful for over 100 years. The entertainment giant has leveraged nostalgia and its intellectual property to build a beloved brand, but after an acquisition spree that included Marvel, Lucasfilm, and 20th Century Fox, can it sus ...
…
continue reading
Twice a month, professional photographers Chelsea and Tony Northrup dig deep into the history, technology, and personalities of photography.
…
continue reading
An investigative podcast hosted by world-renowned literary critic and publishing insider Bethanne Patrick. Book bans are on the rise across America. With the rise of social media, book publishers are losing their power as the industry gatekeepers. More and more celebrities and influencers are publishing books with ghostwriters. Writing communities are splintering because members are at cross purposes about their mission. Missing Pages is an investigative podcast about the book publishing ind ...
…
continue reading
** Ad-free episodes are available to our paid supporters over at patreon.com/geeks ** Host David Barr Kirtley, author of the book Save Me Plz and Other Stories, talks geek culture with guests such as Neil Gaiman, George R. R. Martin, Richard Dawkins, Simon Pegg, Bill Nye, Margaret Atwood, Neil deGrasse Tyson, and Ursula K. Le Guin. Geek’s Guide to the Galaxy has appeared on recommended podcast lists from NPR, The Guardian, Wired, The A.V. Club, BBC America, CBC Radio, WVXU, io9, Omni, The St ...
…
continue reading
This is the audio podcast version of Troy Hunt's weekly update video published here: https://www.troyhunt.com/tag/weekly-update/
…
continue reading
The Data Skeptic Podcast features interviews and discussion of topics related to data science, statistics, machine learning, artificial intelligence and the like, all from the perspective of applying critical thinking and the scientific method to evaluate the veracity of claims and efficacy of approaches.
…
continue reading
We promise we are not as Horrible as you think at video games, well maybe. Join us in a weekly show discussing video games, the culture around it and the latest topics going on in the industry. You’ll find insightful discussions , game reviews, and industry news that cater to all gaming enthusiasts. Join us as we dive deep into the world of gaming, sharing our thoughts and experiences. Give us a listen and share us with your friends. Your feedback is always welcome, and we appreciate your su ...
…
continue reading
Food & Wine has led the conversation around food, drinks, and hospitality in America and around the world since 1978. Tinfoil Swans continues that legacy with a new series of intimate, informative, surprising, and uplifting conversations with the biggest names in the culinary industry, sharing never-before-heard stories about the successes, struggles, and fork-in-the-road moments that made them who they are today. Each week, you'll hear from icons and innovators like Daniel Boulud, Guy Fieri ...
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