2023/08/22

EP17: Gaming and AI - Part 3 - Symbiotic Relationship Between Gaming and AI: Driving Advancements in Algorithms and Computing

This is Part 3 of a 3-part series on Gaming and AI. In this episode, we delve into the intricate interplay between gaming and AI, revealing a relationship that has been integral to advancements in both fields. Our discussion kicks off with the contribution of gaming environments as ideal platforms for progressing reinforcement learning. These games, with their well-defined rules and clear cause-effect relationships, have been instrumental in pushing the boundaries of AI. We'll highlight pivotal moments like the development of AlphaGo, which leveraged these features to outperform human players at the complex game of Go. We'll also shed light on the critical part that the gaming industry has played in advancing graphic processing units (GPUs). Once primarily used for improving gaming graphics, these GPUs have unexpectedly become a major catalyst for AI development. Our conversation provides listeners with a deep understanding of how this symbiotic relationship between gaming and AI continues to fuel innovation, each field propelling the other forward. Hosts: Chaithanya (Chait) Bandi - https://www.linkedin.com/in/chaithanya-bandi/ Siddharth (Sid) Shankar - https://www.linkedin.com/in/siddshankar/ For more episodes, subscribe to our podcast at Spotify and Apple: Spotify: ⁠https://tinyurl.com/air-podcast-spotify⁠ Apple: ⁠https://tinyurl.com/air-podcast-apple

45 分鐘

2023/08/21

EP16: Gaming and AI - Part 2 - The Business of Gaming: From Arcades to the Metaverse

This is Part 2 of a 3-part series on Gaming and AI. Join us as we explore the incredible growth and evolution of the gaming industry over the past few decades. We discuss how gaming has transformed from arcade cabinets to multi-billion dollar franchises across consoles, PCs and mobile. We break down the complex business landscape into platforms, publishers, live services and more; to understand how it all works. Hosts: Chaithanya (Chait) Bandi - https://www.linkedin.com/in/chaithanya-bandi/ Siddharth (Sid) Shankar - https://www.linkedin.com/in/siddshankar/ For more episodes, subscribe to our podcast at Spotify and Apple: Spotify: ⁠https://tinyurl.com/air-podcast-spotify⁠ Apple: ⁠https://tinyurl.com/air-podcast-apple

42 分鐘

2023/08/12

EP15: A Deep Dive into AI Safety - a discussion with Dr. Dvijotham Krishnamurthy on Enhancing Reliability in Language Models

Join us in this enlightening episode as AI researcher Dr. Dvijotham "DJ" Krishnamurthy (Google Deepmind) elucidates methods for increasing the safety and dependability of AI models like GPT. The conversation probes the concept of instructing these models to sequentially disclose their decision-making processes, with the aim to augment their problem-solving efficiency and promote enhanced collaborations between humans and AI. The discussion also spans learning methodologies for AI, the enduring importance of human expertise, and the future of AI value alignment through specifications. Guest: Dr. Dvijotham Krishnamurthy (https://dj-research.netlify.app/) Hosts: Chaithanya (Chait) Bandi - https://www.linkedin.com/in/chaithanya-bandi/ Siddharth (Sid) Shankar - https://www.linkedin.com/in/siddshankar/ For more episodes, subscribe to our podcast at Spotify and Apple: Spotify: ⁠https://tinyurl.com/air-podcast-spotify⁠ Apple: ⁠https://tinyurl.com/air-podcast-apple

1 小時 9 分鐘

2023/08/06

EP14: Fission and Fusion - Energy sources to power the AI Revolution

In this episode, we have an in-depth discussion about different forms of energy production, focusing on nuclear fission and fusion. We start by explaining how most energy today relies on burning fuel and heating water to spin turbines, but this process is inefficient and dirty. We then explain the basics of nuclear fission - splitting large unstable atoms like uranium to release energy. We then move to nuclear fusion - fusing small atoms like hydrogen into larger ones like helium. This releases far more energy than fission, with no radioactive waste. We also delve into a recent breakthrough on nuclear fusion: https://www.llnl.gov/news/lawrence-livermore-national-laboratory-achieves-fusion-ignition Hosts: Chaithanya (Chait) Bandi - https://www.linkedin.com/in/chaithanya-bandi/ Siddharth (Sid) Shankar - https://www.linkedin.com/in/siddshankar/ For more episodes, subscribe to our podcast at Spotify and Apple: Spotify: ⁠https://tinyurl.com/air-podcast-spotify⁠ Apple: ⁠https://tinyurl.com/air-podcast-apple

46 分鐘

2023/07/14

EP13: Gaming and AI - Part 1 - From Chess to Cloud Gaming - The Evolution of Video Games

This is Part 1 of a 3-part series on Gaming and AI. Join us as we chronicle the evolution of video games from their beginnings as simple board games to the virtual reality extravaganzas of today. In this episode, we trace the development of gaming over the decades from arcade classics like Pong and Pac-Man, to early consoles like Atari and Nintendo, the explosion of PC gaming in the '90s, the mobile revolution with Angry Birds and Candy Crush, and the dawn of cloud gaming. We also discuss how advances in technology continually push the boundaries of what is possible in gaming, and how games themselves have helped drive innovation. From a niche hobby, gaming has grown into a $180 billion dollar industry, transcending age and demographic barriers to become a universal source of entertainment. Follow this entertaining journey from chessboards to cloud servers as we explore how video games conquered the world. Hosts: Chaithanya (Chait) Bandi - https://www.linkedin.com/in/chaithanya-bandi/ Siddharth (Sid) Shankar - https://www.linkedin.com/in/siddshankar/ For more episodes, subscribe to our podcast at Spotify and Apple: Spotify: ⁠https://tinyurl.com/air-podcast-spotify⁠ Apple: ⁠https://tinyurl.com/air-podcast-apple

43 分鐘

2023/07/14

EP12: Synthetic Biology and AI - Part 2 - Deepmind's AlphaFold and Future of Synthetic Biology

In this episode, we continue our discussion with Dr. Samuel David Perli, a leading expert in Synthetic Biology. We dive deeper into the intertwining of Synthetic Biology and AI, exploring the possibilities these breakthrough technologies can unleash. We spotlight Alpha Fold, the AI-centric protein prediction method by Google's DeepMind. Dr. Perli decodes this game-changing innovation, explaining its profound impact on Synthetic Biology and beyond. From drug discovery to biofuel production, join us as we uncover how AI is catalyzing a revolution in Synthetic Biology. Guest: Dr. Samuel David Perli (https://www.samperli.com/) Hosts: Chaithanya (Chait) Bandi - https://www.linkedin.com/in/chaithanya-bandi/ Siddharth (Sid) Shankar - https://www.linkedin.com/in/siddshankar/ For more episodes, subscribe to our podcast at Spotify and Apple: Spotify: ⁠https://tinyurl.com/air-podcast-spotify⁠ Apple: ⁠https://tinyurl.com/air-podcast-apple Outline: (1:00) How do genes determine function (3:58) Proteins and their function (4:35) Alphafold!! - Predicting protein structure (7:00) Information theory and DNA, more Alphafold (16:48) Mutations (19:36) Which mutations get transmitted (21:25) Immediate Application: Curing diseases (23:51) GMF: Genetically Modified Foods (26:44) Regulation and SynBio (29:19 ) Biology as an information science (32:50) AI and Biology (36:26) Ethics in SynBio: GATTACA (38:42) Which XMen do you like? #SyntheticBiology #ArtificialIntelligence #AlphaFold #DeepMind #FutureScience

40 分鐘

2023/07/14

EP11: Synthetic Biology and AI - Part 1 - Gene Editing and CRISPR

This Episode is Part 1 of a 2 episode mini-series on Synthetic Biology and AI, where we will explore the recent developments in Synthetic Biology and how they are accelerated by AI. In this episode, we are joined by Synthetic Biology expert Dr. Samuel David Perli and discuss the exciting world of Synthetic Biology and its relationship with AI. The episode unravels how the CRISPR gene editing technology is transforming this arena, making it possible to precisely edit genes for the creation of new materials and life forms. We also discuss advancements in creating synthetic organs, tissues, and microbes for a variety of uses. The inception of synthetic meat, brought to life through 3D printing technologies and synthetic tissue engineering, unveils a completely new frontier in food production. Guest: Dr. Samuel David Perli (https://www.samperli.com/) Hosts: Chaithanya (Chait) Bandi - https://www.linkedin.com/in/chaithanya-bandi/ Siddharth (Sid) Shankar - https://www.linkedin.com/in/siddshankar/ For more episodes, subscribe to our podcast at Spotify and Apple: Spotify: ⁠https://tinyurl.com/air-podcast-spotify⁠ Apple: ⁠https://tinyurl.com/air-podcast-apple Outline: (0:00) Cold Open: Dragons & Fire (2:53) Introduction - Jurassic Park (4:06) Engineering Biological systems (8:00) Engineering Tissues to microbes (12:54) Introducing our Guest: Samuel David Perli (16:23) CRISPR (25:02) CRISPR in nature (26:33) CRISPR for therapy (31:23) Junk DNA!? (34:52) Size of DNA in human cell = length of a football field

39 分鐘

2023/07/14

EP10: Web3 and AI - Part 3 - Generative AI needs Web3 & Blockchain

This Episode is Part 3 of a 3 episode mini-series on Web3 and AI, where we will explore how Web3 and Generative AI have inherent synergies. In this episode, we traverse the evolving landscapes of AI, Web3, and Blockchain. We dissect the rise of Web3 in an AI-dense world, exploring how it enables users to transition from passive data sources to active controllers of their data. We then delve into Blockchain's protective role against AI-generated deepfakes, and how it can fortify digital trust in this era. Integration of AI, Web3, and Blockchain can revolutionize content creation and authentication. #AI #Web3 #Blockchain #ContentCreation #DataOwnership #Deepfakes #DecentralizedTrust #FutureTech #DigitalTransformation #Podcast Hosts: Chaithanya (Chait) Bandi - https://www.linkedin.com/in/chaithanya-bandi/ Siddharth (Sid) Shankar - https://www.linkedin.com/in/siddshankar/ For more episodes, subscribe to our podcast at Spotify and Apple: Spotify: ⁠https://tinyurl.com/air-podcast-spotify⁠ Apple: ⁠https://tinyurl.com/air-podcast-apple

31 分鐘

AIR - The AI Revolution Podcast

EP17: Gaming and AI - Part 3 - Symbiotic Relationship Between Gaming and AI: Driving Advancements in Algorithms and Computing

EP16: Gaming and AI - Part 2 - The Business of Gaming: From Arcades to the Metaverse

EP15: A Deep Dive into AI Safety - a discussion with Dr. Dvijotham Krishnamurthy on Enhancing Reliability in Language Models

EP14: Fission and Fusion - Energy sources to power the AI Revolution

EP13: Gaming and AI - Part 1 - From Chess to Cloud Gaming - The Evolution of Video Games

EP12: Synthetic Biology and AI - Part 2 - Deepmind's AlphaFold and Future of Synthetic Biology

EP11: Synthetic Biology and AI - Part 1 - Gene Editing and CRISPR

EP10: Web3 and AI - Part 3 - Generative AI needs Web3 & Blockchain

簡介

資訊

AIR - The AI Revolution Podcast

集數

EP17: Gaming and AI - Part 3 - Symbiotic Relationship Between Gaming and AI: Driving Advancements in Algorithms and Computing

EP16: Gaming and AI - Part 2 - The Business of Gaming: From Arcades to the Metaverse

EP15: A Deep Dive into AI Safety - a discussion with Dr. Dvijotham Krishnamurthy on Enhancing Reliability in Language Models

EP14: Fission and Fusion - Energy sources to power the AI Revolution

EP13: Gaming and AI - Part 1 - From Chess to Cloud Gaming - The Evolution of Video Games

EP12: Synthetic Biology and AI - Part 2 - Deepmind's AlphaFold and Future of Synthetic Biology

EP11: Synthetic Biology and AI - Part 1 - Gene Editing and CRISPR

EP10: Web3 and AI - Part 3 - Generative AI needs Web3 & Blockchain

簡介

資訊