AI
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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
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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