The Data Exchange Podcast

??????Monthly roundup of AI/Tech news with Paco Nathan: AI meets infrastructure challenges: insights into vector storage, Kubernetes, and multimodal LLMs. Discover innovations from Disney, Amazon, and cutting-edge tools like BAML and Tencent Hunyuan ?? https://lnkd.in/g8hEKV9j

?????? Vasant Dhar on how AI is reshaping finance with valuation bots and systematic investing. This episode explores the Damodaran Bot and AI's role in modernizing financial analysis ?? https://lnkd.in/d3-Xan_d

?????? Vaibhav Gupta of Boundary (YC W23):? Key Ways BAML Outperforms Traditional LLM Frameworks AND the Main Reasons Developers are choosing BAML for AI Projects #LLM #GenerativeAI ?? https://lnkd.in/eUgV-Edy

Explore enterprise AI adoption, from strategy to deployment. Discover use cases, best practices, and more. https://lnkd.in/gC6GeRFS

?????? Paco Nathan & I discuss the latest in AI technology: from Ray Compiled Graphs streamlining multi-GPU tasks to Llama 3.2's multimodal breakthroughs. Explore how structured data is enhancing RAG and the role of Graphs in real-world applications. Dive into AI scaling challenges, the rise of open-source tools, and the ongoing debate about model size vs. efficiency.? ?? https://lnkd.in/gyGckghq

Reimagining Code: The AI-Driven Transformation of Programming and Data Analytics https://lnkd.in/gRs7KJ9t

?????? Open-source software: Security boon or bane? Mars Lan of Metaphor Data delves into the complexities of open-source security, exploring vulnerabilities, supply chain risks, and best practices for safeguarding your applications. He also describes how technical, semantic, and social graphs enhance data governance, improve collaboration, and data discovery. #GraphRAG #RAG #LLM #opensource #security ?? https://lnkd.in/ggdMgUEv

?????? Yishay Carmiel of Meaning on how Generative AI is revolutionizing voice technology as we know it! Dive into groundbreaking developments in speech recognition, voice synthesis, and real-time voice conversion. Explore how neural codecs are enhancing voice compression and quality? ?? We'll address the ethical considerations and security challenges of these advancements. Discover future directions and opportunities in AI-driven voice applications. Be part of the conversation on the responsible use of voice AI. ?? https://lnkd.in/gB2p2pVB

?????? Aurimas Griciūnas of neptune.ai on essential strategies for training, scaling, and deploying LLMs & frontier models. Learn about crucial aspects of LLM Ops, including experiment tracking, visualization challenges, and fault tolerance in long-running processes. Explore the complexities of transitioning from research to production, fine-tuning techniques, and proper evaluation methods. Gain insights into scaling GPU clusters and infrastructure, as well as the importance of observability and guardrails in AI applications ?? Discover cutting-edge concepts like agentic AI and multi-agent systems, and stay ahead of emerging trends shaping the future of language technology ???https://lnkd.in/gkF38DVZ

?????? Monthly Roundup with Paco Nathan ?? Join us for a comprehensive discussion on the critical developments in AI technology and policy. We delve into California's SB 1047 and its potential to set a precedent in AI regulation. Explore the shift towards custom AI platforms. Understand AI's expanding role in military applications, including its ethical implications. Discover how generative AI is transforming analyst workflows, automating healthcare appeals, and enhancing real-time applications through flexible solutions ?? https://lnkd.in/dbG6BHD7