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AI Frameworks or Start from Scratch? Should You Use a Framework or Not? - AI Executive Roundtable Ep.20

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Join us this Sunday, January 5th, at 4:00 PM EST for an electrifying discussion on the pros and cons of using AI frameworks versus building systems from scratch.

Date: Sunday, January 5, 2025
⏰ Time: 4:00 PM EST | 1:00 PM PST
Platform: Live on Zoom, Facebook & LinkedIn
YouTube Live: https://bit.ly/AIExecutiveYouTube
LinkedIn Live: https://bit.ly/liveonLinkedIn
Facebook Live: https://bit.ly/RTFacebookLive

In this episode we tackle a hotly debated topic in AI development: Are frameworks like LangChain, CrewAI, or LangGraph helping or hindering innovation? As AI evolves, so does the complexity of tools, leaving many developers questioning if the benefits outweigh the challenges.

We’ll explore how AI frameworks provide rapid development, modular architecture, and pre-built integrations, offering developers a head start. Yet, with benefits come significant challenges: lack of flexibility, maintenance headaches, and steep learning curves. Discover how frameworks support cutting-edge techniques like Retrieval-Augmented Generation (RAG), Chain-of-Thought (CoT), and ReACT, and how open-source communities foster collaboration and experimentation.

But frameworks aren’t perfect. Hear about the growing frustration with their complexity, poor abstractions, and frequent breaking changes. We’ll dive into real-world developer experiences, showcasing how frameworks often fail to meet production-grade needs, leading many to either customize heavily or revert to simpler, hand-coded solutions.

Whether you’re a seasoned developer, an AI enthusiast, or an executive navigating AI adoption, this discussion is packed with actionable insights to help you decide the best approach for your unique needs. Don’t miss this deep dive into the critical choices shaping the future of AI innovation!

Why Join the AI Executive Roundtable?

We invite you to join us seasoned IT professionals and business consultants with over 50 years of combined experience working with industry giants like IBM, Microsoft, and Apple. Together, we cut through the AI hype to bring you:

•Latest AI News: Stay up-to-date with the advancements redefining industries.

•Product Evaluations: From conversational AI to fraud detection systems, we assess tools on their real-world business impact.

•Industry Expertise: Gain actionable strategies from top AI innovators and leaders.

•Interactive Discussions: Shape the conversation through polls, Q&A sessions, and live engagement.

About Your Host

As the COO of AIB2B Inc., I bring over 25 years of expertise in leveraging AI and advanced technologies to drive sustainable business growth and transformation. My career includes consulting for global tech giants like IBM, Microsoft, and Apple, where I honed my skills in Artificial Intelligence (AI), Machine Learning, Large Language Models (LLM), project management, and software development.

During each episode, send in your recommendations, tell us which AI products you want us to review. Participate in Polls and Surveys: Share your insights and shape the conversation.

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