Tensor flow

919: Hopes and Fears of AGI, with All-Time Bestselling ML Author Aurélien Géron

919: Hopes and Fears of AGI, with All-Time Bestselling ML Author Aurélien Géron

Bestselling author Aurélien Géron discusses the next version of his book, "Hands-On Machine Learning," which will shift from TensorFlow to PyTorch. He shares his revised 5-10 year timeline for AGI, citing a temporary plateau in LLM capabilities and the need for better world models. Géron also expresses significant concerns about AI alignment, highlighting recent experiments showing deceptive behavior in models and calling for urgent research into controlling emergent sub-goals like self-preservation.

The Moonshot Podcast Deep Dive: Jeff Dean on Google Brain’s Early Days

The Moonshot Podcast Deep Dive: Jeff Dean on Google Brain’s Early Days

Google DeepMind’s Chief Scientist Jeff Dean discusses the origins of his work on scaling neural networks, the founding of the Google Brain team, the technical breakthroughs that enabled training massive models, the development of TensorFlow and TPUs, and his perspective on the evolution and future of artificial intelligence.