CRAFTED. Taking GenAI From Prototype to Production. A Special NYC Tech Week Live Event. Featuring Leaders from AWS, Flatiron Health, Predibase, and Bauplan
Nov 28, 2023
Raghvender Arni, from AWS, leads discussions on incorporating Generative AI in various industries. Justin Zhao shares insights on machine learning infrastructure, emphasizing fine-tuning techniques. Kat Miller discusses integrating AI in healthcare for better patient data structuring. Jacopo Tagliabue offers a critical view, assessing the hype around AI technologies. They explore the journey from prototypes to real-world applications, the importance of robust data practices, and the significant ethical considerations surrounding AI's role in society.
AI Snips
Chapters
Transcript
Episode notes
Data, Not Just Models, Matters
- The real power in AI lies in good quality data, not just larger, fancy models.
- Data transformations are harder to commoditize, making data strategy a crucial focus.
GenAI Sparks Strategic Focus
- The surge in GenAI interest has led companies to reevaluate their AI strategies intensely.
- Many firms moved quickly from experimentation to budgeting, reflecting widespread commitment.
Start With Problem, Not Model
- Start with the problem, not the AI model, when adopting GenAI solutions.
- Combine smaller specialized models with large models for cost control and accuracy.