Generative AI at the Edge with Vinesh Sukumar - #623
Published:Apr 3, 2023 18:44
•1 min read
•Practical AI
Analysis
This article summarizes a podcast episode featuring Vinesh Sukumar, a senior director at Qualcomm Technologies. The discussion centers on the application of generative AI in mobile and automotive devices, highlighting the differing requirements of each platform. It touches upon the evolution of AI models, including the rise of transformers and generative content, and the challenges and opportunities of ML Ops on the edge. The conversation also covers advancements in large language models, such as Prometheus-style models and GPT-4. The article provides a high-level overview of the topics discussed, offering insights into the current trends and future directions of AI development.
Key Takeaways
- •Mobile and automotive devices have distinct AI model requirements.
- •The discussion covers the shift towards transformers and generative content.
- •ML Ops investments on the edge, including synthetic data, are explored.
Reference
“We explore how mobile and automotive devices have different requirements for AI models and how their AI stack helps developers create complex models on both platforms.”