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Listen "#025 - Identifying Core GenAI Technologies and Their Evolution - Wardley Mapping for Startups"
Episode Synopsis
Identifying Core GenAI Technologies and Their Evolution
Join Mark and Tom on a witty expedition through the jungle of Generative AI technologies. Discover how foundation models, NLP, and even the elusive Neural Architecture Search fit into the grand scheme of things. Perfect for startup founders, AI enthusiasts, and anyone who's ever wondered if their toaster might one day write poetry. Don't forget to check out our Wardley Map link in the show notes - it's like Google Maps for the AI world!
Chapter: Chapter 3: Navigating Technical Challenges and Opportunities
Section: Mapping Your Technical Stack
Key Takeaways:
• Foundation models are the backbone of GenAI, rapidly evolving towards commoditisation
• NLP and Computer Vision are maturing, while Reinforcement Learning is still in its early stages
• Emerging technologies like Neural Architecture Search and Federated Learning offer new frontiers
• Regularly updating your Wardley Map is crucial in the fast-paced world of GenAI
• Balancing investment in proprietary tech with participation in the AI ecosystem is key for success
Additional Resources:
• Original Book: Read the full book on Medium
• The AI Alchemist's Cookbook: Transmuting Data into Gold
• Wardley Map: https://create.wardleymaps.ai/#clone:804f086bb32f9656be
#WardleyMaps #GenAI #Podcast
Note:
This content was generated using Generative AI. While efforts have been made to ensure accuracy and coherence, readers should approach the material with critical thinking and verify important information from authoritative sources.
Join Mark and Tom on a witty expedition through the jungle of Generative AI technologies. Discover how foundation models, NLP, and even the elusive Neural Architecture Search fit into the grand scheme of things. Perfect for startup founders, AI enthusiasts, and anyone who's ever wondered if their toaster might one day write poetry. Don't forget to check out our Wardley Map link in the show notes - it's like Google Maps for the AI world!
Chapter: Chapter 3: Navigating Technical Challenges and Opportunities
Section: Mapping Your Technical Stack
Key Takeaways:
• Foundation models are the backbone of GenAI, rapidly evolving towards commoditisation
• NLP and Computer Vision are maturing, while Reinforcement Learning is still in its early stages
• Emerging technologies like Neural Architecture Search and Federated Learning offer new frontiers
• Regularly updating your Wardley Map is crucial in the fast-paced world of GenAI
• Balancing investment in proprietary tech with participation in the AI ecosystem is key for success
Additional Resources:
• Original Book: Read the full book on Medium
• The AI Alchemist's Cookbook: Transmuting Data into Gold
• Wardley Map: https://create.wardleymaps.ai/#clone:804f086bb32f9656be
#WardleyMaps #GenAI #Podcast
Note:
This content was generated using Generative AI. While efforts have been made to ensure accuracy and coherence, readers should approach the material with critical thinking and verify important information from authoritative sources.
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