AI

OpenAI

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Artificial Intelligence is Intelligence exhibited by non biological systems

1. Narrow AI - ability to accomplish a narrow set of goals - one will classify cat pictures and cannot play Chess
2. Artificial General Intelligence aka Strong AI - human level intelligence ..
3. Symbolic AI - rules and deterministic programs - Software that automates tasks ... SAP
4. Probabilistic Machine Learning show examples without being explicitly programmed - show pictures of dogs and cats ...
1. Training >> a) Training Data b) Machine Learning c) Model
2. Inference >> a) New Data b) Model c) Prediction
5. Business AI

Statistical Approach to AI

1. Supervised Learning - Training the model with labelled examples - Regression / Classification
2. Unsupervised Learning - Clustering
3. Reinforcement Learning - Based on actions, rewarded or punished - AlphaGo

Self-supervised AI - derivative of Supervised Learning - label is in the structure ...

Generative Artificial Intelligence

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Michael Polanyi We know more than we can tell - Explicit vs Tacit Knowledge

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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