AI Broadcast Series

Vinay Kumar, Ketaki Joshi.
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  • TECNOLOGIA
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The 'AI Broadcast' by Arya.ai is a fortnightly event series where we explore the latest advancements, trends, and implications of AI. In each session, we will dive into an engaging discussion on a specific AI topic - like Machine Learning, Generative AI, NLP, responsible AI, and much more! Whether you are a seasoned AI professional, a business leader exploring AI integration, or simply someone curious about the potential of AI, this event series is designed to creating a platform for learning, collaboration, and networking

Episódios

  1. Inside the Research: Interpretability-Aware Pruning for Efficient Medical Image Analysis

    28 DE JUL.

    Inside the Research: Interpretability-Aware Pruning for Efficient Medical Image Analysis

    In this episode, we explore the intersection of model compression and interpretability in medical AI with the authors of the newly published research paper, Interpretability-Aware Pruning for Efficient Medical Image Analysis. Join us as Vinay Kumar Sankarapu, Pratinav Seth and Nikita Malik from AryaXAI discuss how their framework enables deep learning models to be pruned using attribution-based methods—retaining critical decision-making features while drastically reducing model complexity. We cover: Why traditional pruning fails to account for interpretabilityHow techniques like DL-Backtrace (DLB), Layer-wise Relevance Propagation (LRP), and Integrated Gradients (IG) inform neuron importanceResults from applying this method to VGG19, ResNet50, and ViT-B/16 across datasets such as MURA, KVASIR, CPN, and Fetal PlanesPractical implications for healthcare AI deployment, edge inference, and clinical trustworthinessWhether you're a machine learning researcher, AI engineer in medtech, or working on explainable AI (XAI) for regulated environments, this conversation unpacks how to build models that are both efficient and interpretable—ready for the real world. 📄 Read the full paper: https://arxiv.org/abs/2507.08330

    11min
  2. AI Broadcast Series #4: The Future of Agentic Stack

    02/12/2024

    AI Broadcast Series #4: The Future of Agentic Stack

    The AI Broadcast by Arya.ai is a bi-monthly event series that delves into the latest advancements, trends, and challenges in artificial intelligence. Each episode features in-depth discussions on groundbreaking AI topics such as Machine Learning, Generative AI, Responsible AI, and more. We’re excited to launch a brand-new theme: The Future of Agentic Stack in which we’ll explore how intelligent, autonomous AI agents—capable of making decisions, collaborating, and adapting in real time—are evolving and reshaping industries. In our latest session, Vinay Kumar, Founder and CEO of Arya.ai, shared his thoughts on the transformative potential of Agentic AI and how it is shaping industries. The session explored the evolution of AI, key challenges, and how businesses can leverage agentic AI to stay competitive.

    1h2min
  3. AI Broadcast Series #3: IP troubles for ‘AI’ solutions and the future of AI regulations

    01/09/2023

    AI Broadcast Series #3: IP troubles for ‘AI’ solutions and the future of AI regulations

    AI is becoming deep-rooted across processes and industries and holds immense promise. As the technologies advance, navigating the complexities of IP in AI becomes increasingly important. This need for IP is driven by the desire to protect innovation, create competitive advantages, monetize assets, attract investment, ensure legal protection, and contribute to the overall growth and success of AI-driven companies. Moreover, Governments and organizations worldwide are recognizing the need for comprehensive regulations to ensure AI's responsible development and deployment. Tune in to learn: ‘IP’ challenges for Gen ‘AI’ applicationsWhat is IP? Need for human guidance and oversight in developing and using AI technology The changing AI regulatory landscape

    41min
  4. AI Broadcast Series #2: Why so much hype around AI Hardware? Going beyond Nvidia

    24/08/2023

    AI Broadcast Series #2: Why so much hype around AI Hardware? Going beyond Nvidia

    In the second session of the series, we engage in a discussion with Vinay Kumar, Founder and CEO of Arya.ai, on key factors influencing the growth trend in AI hardware, the growth of GPUs, companies and products in the market and the future of AI hardware. In May 2023, the Washington Post coined NVIDIA as the 'kingmaker thanks to the AI boom', mentioning them as one of the most valuable companies in the world - their market value surpassed $1 trillion. 'AI hardware' is now being looked at as the beginning of a new market, with multiple startups joining the race.

    39min
  5. #1 : What's next after ChatGPT in Banks, Insurers & Financial Services.

    28/06/2023

    #1 : What's next after ChatGPT in Banks, Insurers & Financial Services.

    UBS research confirmed ChatGPT as the "fastest-growing consumer application in history". The launch of ChatGPT was widely regarded as a significant milestone in AI technology and became one of the most important news event of the past year. Even though the technology is nascent, it has sparked newfound discussions of its potential use cases in the Banking, Insurance and Financial Services (BFSI) industry. Account enquiries, fraud prevention, financial advice - the possibilities are endless, and several leaders are left wondering about the possible implications of AI advancements for their organizations. Vinay Kumar, Founder and CEO of Arya.ai, shares his insights on ChatGPT and Generative AI, and examines how the narrative around generative AI evolves and how businesses can stay ahead by adapting to the current advancements and anticipating future developments. We discuss: How FIs are looking to use ChatGPTWhat are the challenges to go live with LLMsCommercial foundation models vs Open source foundation modelsAdvent of AI regulations

    54min
  • 5 episódios

Sobre

The 'AI Broadcast' by Arya.ai is a fortnightly event series where we explore the latest advancements, trends, and implications of AI. In each session, we will dive into an engaging discussion on a specific AI topic - like Machine Learning, Generative AI, NLP, responsible AI, and much more! Whether you are a seasoned AI professional, a business leader exploring AI integration, or simply someone curious about the potential of AI, this event series is designed to creating a platform for learning, collaboration, and networking

Informações

  • Criado por
    Vinay Kumar, Ketaki Joshi.
  • Anos de atividade
    2023 - 2025
  • Episódios
    5
  • Classificação
    Livre
  • Copyright
    © @Lithasa Technologies Pvt Ltd
  • Site do podcast
    AI Broadcast Series