E45 Graphcast - How Google DeepMind is Changing Weather Forecasting

E45 Graphcast - How Google DeepMind is Changing Weather Forecasting

In this episode of the Artificially Unintelligent Podcast, William and Nicolay discuss the groundbreaking work of Google DeepMind on weather forecasting through their recent publication of the Graphcast paper. The paper, published in the esteemed journal Science, showcases an advanced weather prediction tool capable of forecasting with remarkable accuracy up to 10 days in advance. Our hosts delve into the technicalities of Graphcast, exploring its autoregressive modeling, innovative mesh network construction, and the use of JAX for efficient processing. They also ponder the potential societal and economic implications of such accurate long-term weather predictions, touching upon its impact on industries like agriculture, shipping, and logistics. The episode provides a thorough understanding of the complexities and advancements in weather forecasting AI, making it a must-listen for anyone interested in the intersection of technology and natural sciences.

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Avsnitt(52)

E49 Arxiv Dives: Retrieval Augmented Generation for Knowledge-Intensive NLP Tasks

E49 Arxiv Dives: Retrieval Augmented Generation for Knowledge-Intensive NLP Tasks

In this episode of the Artificially Unintelligent podcast, hosts William and Nicolay look into the paper "Retrieval Augmented Generation for Knowledge-intensive NLP Tasks." They discuss the significan...

17 Dec 202320min

E48 Making LLM Training Easier with Hugging Face's TRL

E48 Making LLM Training Easier with Hugging Face's TRL

In this episode of the Artificially Unintelligent Podcast, hosts William and Nicolay delve into Hugging Face's Transformer Reinforcement Learning (TRL) library, discussing its impact and potential in ...

13 Dec 202321min

E47 A Retrospective on OpenAI's Turbulent Weekend: Leadership, Breakthroughs, and Speculations

E47 A Retrospective on OpenAI's Turbulent Weekend: Leadership, Breakthroughs, and Speculations

In this episode of Artificially Unintelligent, hosts William and Nicolay dive into the dramatic events unfolding at OpenAI. They discuss the whirlwind of changes in leadership, starting with the unexp...

11 Dec 202321min

E46 Unpacking FastAPI: Simplifying API Development in Python

E46 Unpacking FastAPI: Simplifying API Development in Python

In this episode of the Artificially Unintelligent Podcast, William and Nicolay explore the world of FastAPI, a dynamic web framework designed for building APIs with Python. They delve into the essenti...

10 Dec 202319min

Extra Gemini Unveiled: Google's Answer to GPT-4

Extra Gemini Unveiled: Google's Answer to GPT-4

In this extended episode of the Artificially Unintelligent Podcast, William and Nicolay delve into the exciting announcement of Google's new AI model, Gemini. They discuss Gemini's positioning as Goog...

7 Dec 202329min

E44 AI’s New Building Blocks: What are Foundation Models?

E44 AI’s New Building Blocks: What are Foundation Models?

In this episode of Artificially Unintelligent, hosts William and Nicolay delve into the intricate world of foundation models in AI. They discuss what these models are – large-scale, machine learning m...

6 Dec 202320min

E43 Diving Deep into Code Llama: The AI Coding Specialist

E43 Diving Deep into Code Llama: The AI Coding Specialist

In this episode of the Artificially Unintelligent Podcast, we delve into the fascinating world of Code Llama, a state-of-the-art large language model (LLM) that's reshaping the landscape of coding and...

25 Nov 202322min

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