#011 - Unlocking AI Power: The Critical Role of Tokenization in Large Language Models

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:

1. What is Tokenization?
   • Tokenizers as the bridge between human language and machine understanding.
2. Types of Tokenizers:
   • Word-based, subword-based (BPE, WordPiece), and character-based tokenizers.
3. Strategic Implications of Tokenization:
   • Security, efficiency, and the future of AI innovation.
4. Real-World Applications:
   • How tokenization powers multilingual translation, AI content generation, and more.
5. Tokenization & Wardley Maps:
   • Visualising the tokenizer ecosystem and its impact on AI systems.