Awesome Intelligence Podcast

Debangsha Sarkar
Awesome Intelligence Podcast

🧠 AI is everywhere, and it is hard to keep up with everything that has been going on in the AI space. But don't worry, I am here.

  1. Episode 3: Generative AI and the Gaming Industry

    2023-08-12

    Episode 3: Generative AI and the Gaming Industry

    🚨HIT the FOLLOW button and click on the BELL icon to get notified when I drop new episodes PODCAST DETAILS: ✅ Spotify: ⁠https://open.spotify.com/show/53meKeZGCMQdVKUoWfnu5x?si=pRxpMGYpSUKaqjAhauTP8w⁠  Apple Podcast: ⁠https://podcasts.apple.com/ca/podcast/ai-podcast/id1689350103⁠ 🆘 Please check out the other videos on the Podcast series: ⁠https://youtube.com/playlist?list=PLV9VnT1svgQTRrlf_GopP0JiSUIpzOtjr⁠ Generative AI and the gaming industry have a close connection. With the current advancements in TEXT-TO-EVERYTHING models in machine learning, the gaming industry is about to change. In this podcast, I speak to Associate Producer  @gearboxofficial  Learn about the exciting possibilities of generative AI in the gaming industry and how it is transforming game development. Discover the benefits of AI-generated content and how it can enhance player engagement and creativity. Dive into the cutting-edge world of generative AI and its impact on the gaming industry. Explore the potential for AI-generated game content, from characters and levels to storylines and dialogue. Discover how this technology is driving innovation and changing the face of gaming forever. IMPORTANT LINKS: ✅ Deeprashmi's LinkedIn: https://www.linkedin.com/in/deeprashminath/ PODCAST DETAILS: ✅ Spotify: ⁠https://open.spotify.com/show/53meKeZGCMQdVKUoWfnu5x?si=pRxpMGYpSUKaqjAhauTP8w ⁠ ✅ Apple Podcast: ⁠https://podcasts.apple.com/ca/podcast/ai-podcast/id1689350103 ⁠ ✅ YouTube Podcast: ⁠https://youtube.com/playlist?list=PLV9VnT1svgQTRrlf_GopP0JiSUIpzOtjr⁠ Follow me on: ✅ LinkedIn: ⁠https://www.linkedin.com/in/debangsha-sarkar/⁠ ✅ Twitter: ⁠https://twitter.com/DebangshaSarkar ⁠ ✅ Youtube: ⁠https://www.youtube.com/@artificialliai

    1h 9m
  2. Episode 2: Watch the Weights of your Neural Network with this Amazing Diagnostic Tool

    2023-08-11

    Episode 2: Watch the Weights of your Neural Network with this Amazing Diagnostic Tool

    WATCH THE WEIGHTs of the layers of your pre-trained or custom-trained models; peek inside the hidden layers to understand how your models make predictions. Welcome to my latest podcast with Dr. Charles Martin, the founder of Calculation Consulting, on his team's data-free open-source diagnostics tool for deep learning called "WeightWatcher (w|w)" (https://weightwatcher.ai/). In this video, he will walk us through the theory behind WeightWatcher (w|w) – the ultimate diagnostic tool for analyzing Deep Neural Networks (DNN) without needing access to any training or test data. What's even more impressive is that this tool is based on the latest theoretical research into the fascinating topic of "Why Deep Learning Works?" using the new Theory of Heavy-Tailed Self-Regularization (HT-SR). With WeightWatcher (w|w), you can quickly and efficiently diagnose potential problems with your DNN architecture and optimize its performance with minimal effort. So, whether you're a seasoned deep learning practitioner or a curious beginner, this tool is a must-have for anyone serious about their neural network performance. So, sit back, relax, and get ready to learn all about WeightWatcher (w|w) and how it can help you improve your deep learning game – all without needing any data! IMPORTANT LINKS: ✅ Dr. Charles Martin's LinkedIn: https://www.linkedin.com/in/charlesmartin14/ ✅ WeightWatcher website: https://weightwatcher.ai/ ✅ WeightWatcher Community: https://discord.com/invite/uVVsEAcfyF PODCAST DETAILS: ✅ Spotify: ⁠⁠https://open.spotify.com/show/53meKeZGCMQdVKUoWfnu5x?si=pRxpMGYpSUKaqjAhauTP8w⁠⁠ ✅ Apple Podcast: ⁠⁠https://podcasts.apple.com/ca/podcast/ai-podcast/id1689350103 ⁠⁠✅ YouTube Podcast: ⁠⁠https://youtube.com/playlist?list=PLV9VnT1svgQTRrlf_GopP0JiSUIpzOtjr ⁠⁠Follow me on: ✅ LinkedIn: ⁠⁠https://www.linkedin.com/in/debangsha-sarkar/⁠⁠ ✅ Twitter: ⁠⁠https://twitter.com/DebangshaSarkar⁠⁠ ✅ Youtube: ⁠⁠https://www.youtube.com/@artificialliai

    1h 22m
  3. Episode 4: Adversarial Attacks (on the efficiency) on AI Algorithms

    2023-08-11

    Episode 4: Adversarial Attacks (on the efficiency) on AI Algorithms

    🚨HIT the FOLLOW button and click on the BELL icon to get notified when I drop new episodes PODCAST DETAILS: ✅ Spotify: ⁠https://open.spotify.com/show/53meKeZGCMQdVKUoWfnu5x?si=pRxpMGYpSUKaqjAhauTP8w⁠  Apple Podcast: ⁠https://podcasts.apple.com/ca/podcast/ai-podcast/id1689350103⁠ 🆘 Please check out the other videos on the Podcast series: ⁠https://youtube.com/playlist?list=PLV9VnT1svgQTRrlf_GopP0JiSUIpzOtjr⁠ Efficiency-based Adversarial Attacks are a new area of research that looks into increasing the processing time of an AI system by multiple folds using adversarial attacks. This area of research is particularly important for safety-critical systems with real-time output. Welcome to my latest podcast with Mirazul Haque, a Ph.D. candidate at The University of Texas at Dallas. His lab specializes in the efficiency attack on AI systems. IMPORTANT LINKS: ✅ Mirazul's LinkedIn: https://www.linkedin.com/in/mirazul-haque-b4b331a6/ ✅ Here are some of the research papers from the lab: https://dl.acm.org/doi/pdf/10.1145/3510003.3510088 https://openaccess.thecvf.com/content_CVPR_2020/papers/Haque_ILFO_Adversarial_Attack_on_Adaptive_Neural_Networks_CVPR_2020_paper.pdf https://openaccess.thecvf.com/content/CVPR2022/papers/Chen_NICGSlowDown_Evaluating_the_Efficiency_Robustness_of_Neural_Image_Caption_Generation_CVPR_2022_paper.pdf https://openreview.net/pdf?id=r88Isj2alz PODCAST DETAILS: ✅ Spotify: ⁠https://open.spotify.com/show/53meKeZGCMQdVKUoWfnu5x?si=pRxpMGYpSUKaqjAhauTP8w⁠ ✅ Apple Podcast: ⁠https://podcasts.apple.com/ca/podcast/ai-podcast/id1689350103⁠ ✅ YouTube Podcast: ⁠https://youtube.com/playlist?list=PLV9VnT1svgQTRrlf_GopP0JiSUIpzOtjr⁠ Follow me on: ✅ LinkedIn: ⁠https://www.linkedin.com/in/debangsha-sarkar/ ⁠ ✅ Twitter: ⁠https://twitter.com/DebangshaSarkar ⁠ ✅ Youtube: ⁠https://www.youtube.com/@artificialliai

    36 min

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🧠 AI is everywhere, and it is hard to keep up with everything that has been going on in the AI space. But don't worry, I am here.

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