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Last Week in AI

#146 - ChatGPT’s 1 year anniversary, DeepMind GNoME, Extraction of Training Data from LLMs, AnyDream

Dec 12, 2023
01:25:27
Snipd AI
DeepMind guests celebrate ChatGPT's 1 year anniversary. They discuss DeepMind GNoME and extraction of training data from LLMs. Also, they cover topics such as AI-powered tax prep, AI image generator, and AI-powered gift finder. OpenAI news includes board composition changes, purchase of AI chips, and rival high valuation. Google's Gemini AI launch is delayed. Other topics include AI acquisitions, open source language models, and scaling molecular modeling with deep learning. They also mention the Pentagon's Replicator program and concerns over nonconsensual deep fakes.
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Quick takeaways

  • DeepMind's Gnome project uses deep learning to predict new crystal structures, significantly expanding the catalog of known stable crystals.
  • Open-source language models like Llama2 and DeepSeek are showing promising results and narrowing the gap with closed-source models.

Deep dives

DeepMind's Gnome project expands catalog of known stable crystals

DeepMind has developed the Gnome project, a custom model that uses deep learning to predict potential new crystal structures. By generating different atomic structures and using a graph neural network to model their properties, Gnome has significantly expanded the catalog of known stable crystals. The model has shown promising results, outperforming previous methods and increasing the number of computationally stable materials by an order of magnitude.

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