LLMs and Beyond with Lepton - Observations on Utilization and Enterprise AI Strategy

Explore the world of Large Language Models (LLMs) and their impact on modern AI in this 14-minute talk by Yangqing Jia, co-founder and CEO of Lepton AI. Gain insights into the challenges and opportunities surrounding LLMs, including quality, speed, and cost considerations. Discover best practices for utilizing LLMs in daily operations from both algorithm and infrastructure engineering perspectives. Learn about the changing landscape of enterprise IT and AI strategies as computational patterns disrupt conventional cloud computing. Benefit from Yangqing's extensive experience in AI, including his roles at Alibaba, Facebook, and Google Brain, as well as his contributions to open-source libraries like Caffe, ONNX, and PyTorch.