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Unlock the full potential of your AI startup with Navigating the AI Frontier: Wardley Mapping for Startups. This podcast empowers founders, executives, and strategists to chart a clear course through the complex and rapidly evolving landscape of AI, with a special focus on generative AI. Discover how to leverage Wardley Mapping, a powerful strategic tool, to identify opportunities, mitigate risks, and stay ahead of the competition. Hosted by Mark and Tom, each episode provides a comprehensive roadmap for success in the AI-driven future. Learn how to craft a robust business model, build high-performing teams, and tackle technical challenges, all while navigating the ethical and regulatory hurdles of the AI space. With actionable strategies and real-world insights, you’ll master the art of strategic thinking, ensuring your startup not only survives but thrives in this dynamic ecosystem. Don’t just ride the AI wave—learn to navigate it with precision and foresight. Your journey to building a resilient, innovative, and ethically sound AI startup starts here!
Episodes
Friday Sep 20, 2024
Friday Sep 20, 2024
In this episode, we dive deep into the world of tokenization and its critical role in large language models (LLMs). Learn how tokenizers break down human language for AI processing, the evolution of tokenization techniques, and how the right tokenizer can dramatically impact AI performance, efficiency, and security. We also explore strategic considerations and real-world applications such as multilingual translation, content generation, conversational AI, and sentiment analysis. Join us as we unpack how these "unsung heroes" of AI are transforming the landscape of artificial intelligence.
Episode Highlights:
- What is Tokenization?
- Tokenizers as the bridge between human language and machine understanding.
- Types of Tokenizers:
- Word-based, subword-based (BPE, WordPiece), and character-based tokenizers.
- Strategic Implications of Tokenization:
- Security, efficiency, and the future of AI innovation.
- Real-World Applications:
- How tokenization powers multilingual translation, AI content generation, and more.
- Tokenization & Wardley Maps:
- Visualising the tokenizer ecosystem and its impact on AI systems.
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