AI Perspective and History from Elad Gil

AI Perspective and History from Elad Gil

What are CNNs, LLMs, Transformers, RNNs, and GANs and how do they relate to artificial intelligence (AI)? CNNs (Convolution Neural Networks) are best for solving Computer Vision-related problems. TRANSFORMERS are a type of neural network architecture that have been gaining popularity. Transformers were recently used by OpenAI in their language models, and also used recently by DeepMind for AlphaStar — their program to defeat a top professional Starcraft player. LLMs (Large Language Models) are a specialized type of artificial intelligence (AI) that has been trained on vast amounts of text to understand existing content and generate original content. RNNs (Recurrent Neural Networks) are proficient in Natural Language Processing GANs (Generative Adversarial Networks) are an exciting recent innovation in machine learning. GANs are generative models: they create new data instances that resemble your training data. For example, GANs can create images that look like photographs of human faces, even though the faces don't belong to any real person. Recently Elad Gil posted an...
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Do You Trust The Tech To Drive?

Do You Trust The Tech To Drive?

The future is here and the robots are among us. If you live in the Frisco area, you may have seen one of eight orange self-driving vans moving about in traffic. Thanks to a partnership with Drive AI, Frisco gave artificial intelligence and self-driving transportation a try.  After eight months the service has ended for Frisco public transit. Read the article.  Bummer - at least they gave it a shot. There were no safety issues - hopefully it will become more feasible. Maybe public trust just isn't quite there yet. Check out their website. www.driveai.com...
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