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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
Celebrate the first anniversary of ChatGPT and its transformative impact on AI. Discover Perplexity AI’s groundbreaking real-time language models and Microsoft’s innovative Dolly 3 integration in Windows. Explore how AI is reshaping TurboTax's tax assistance and personalization tools like MasterCard's Shopping Muse. Delve into DeepMind’s advances in discovering materials and the ethical concerns surrounding AI in healthcare. Finally, investigate the implications of Meta's new rules on AI-generated political content amid rising challenges in the AI landscape.
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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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