AI

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[OpenAI] -- Artificial Intelligence is [Intelligence] exhibited by non biological systems # [Narrow AI] - ability to accomplish a narrow set of goals - one will classify cat pictures and cannot play [Chess] # [Artificial General Intelligence] aka [Strong AI] - human level intelligence .. # [Symbolic AI] - rules and deterministic programs - Software that automates tasks ... [SAP] # [Probabilistic Machine Learning] show examples without being explicitly programmed - show pictures of dogs and cats ... ## Training >> a) Training Data b) Machine Learning c) Model ## Inference >> a) New Data b) Model c) Prediction # [Business AI] Statistical Approach to AI # Supervised Learning - Training the model with labelled examples - Regression / Classification # Unsupervised Learning - Clustering # Reinforcement Learning - Based on actions, rewarded or punished - AlphaGo Self-supervised AI - derivative of Supervised Learning - label is in the structure ... [Generative Artificial Intelligence] -- [Michael Polanyi] We know more than we can tell - Explicit vs Tacit Knowledge -- [Elon Musk] AI is far more dangerous than nukes … https://youtube.com/shorts/uVmt0iDM81w https://youtube.com/shorts/K35MwKhmY64 Open Source AI Is the Path Forward - https://about.fb.com/news/2024/07/open-source-ai-is-the-path-forward/ - By [Mark Zuckerberg] * https://llama.meta.com/ - The open source AI model you can fine-tune, distill and deploy anywhere. Our latest instruction-tuned model is available in 8B, 70B and 405B versions. Generative AI for Beginners - https://microsoft.github.io/generative-ai-for-beginners/#/ - A 12 Lesson course teaching everything you need to know to start building Generative AI applications Stable Diffusion is a really big deal - https://simonwillison.net/2022/Aug/29/stable-diffusion/ What happens when you ask an AI to generate "Human Evolution." - This is terrifying - https://twitter.com/CountereCulture/status/1582418983701069826 [America] [India] https://youtube.com/shorts/69YgzVC2mj0 {tags: Etc}
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