import streamlit as st


st.markdown("""

# Artificial Intelligence (AI) Overview

## Artificial intelligence projects and companies 🏢
- [Google DeepMind](https://en.wikipedia.org/wiki/DeepMind) 🤖
- [OpenAI](https://en.wikipedia.org/wiki/OpenAI) 🧠
- [IBM Watson](https://en.wikipedia.org/wiki/Watson_(computer)) 📊
- [Amazon AI](https://en.wikipedia.org/wiki/Amazon_(company)#Amazon_Artificial_Intelligence) 🛍️
- [Microsoft AI](https://en.wikipedia.org/wiki/Microsoft_AI) 🌐

## AI research and subfields 🔍
- [Machine learning](https://en.wikipedia.org/wiki/Machine_learning) 🤖
- [Natural language processing (NLP)](https://en.wikipedia.org/wiki/Natural_language_processing) 🗣️
- [Robotics](https://en.wikipedia.org/wiki/Robotics) 🤖
- [Computer vision](https://en.wikipedia.org/wiki/Computer_vision) 👁️

## Applications and use cases 📈
- [Image recognition](https://en.wikipedia.org/wiki/Pattern_recognition) 📷
- [Voice assistants](https://en.wikipedia.org/wiki/Voice_assistant) 🗣️
- [Fraud detection](https://en.wikipedia.org/wiki/Fraud_detection) 🔍
- [Autonomous vehicles](https://en.wikipedia.org/wiki/Autonomous_car) 🚗
- [Virtual assistants](https://en.wikipedia.org/wiki/Virtual_assistant) 🤖

## AI ethics, risks, and governance 🤔
- [Bias in AI](https://en.wikipedia.org/wiki/Algorithmic_bias) 🤷
- [AI and jobs](https://en.wikipedia.org/wiki/Impact_of_the_Industrial_Revolution#Fourth_Industrial_Revolution) 🏭
- [Privacy concerns](https://en.wikipedia.org/wiki/Privacy_concerns_with_social_networking_services) 🕵️‍♂️
- [AI regulations](https://en.wikipedia.org/wiki/Regulation_of_artificial_intelligence) 📝
- [Transparency and accountability](https://en.wikipedia.org/wiki/Explainable_artificial_intelligence) 📊

## AI researchers, experts, and influencers 🧑‍🔬
- [Andrew Ng](https://en.wikipedia.org/wiki/Andrew_Ng) 🧑‍🏫
- [Yoshua Bengio](https://en.wikipedia.org/wiki/Yoshua_Bengio) 🧑‍🔬
- [Fei-Fei Li](https://en.wikipedia.org/wiki/Li_Fei-Fei) 🧑‍🔬
- [Yann LeCun](https://en.wikipedia.org/wiki/Yann_LeCun) 🧑‍🔬
- [Kai-Fu Lee](https://en.wikipedia.org/wiki/Kai-Fu_Lee) 🧑‍💼
                
## Artificial intelligence projects and companies 🏢
- [OpenAI](https://en.wikipedia.org/wiki/OpenAI)
- [Google Brain](https://en.wikipedia.org/wiki/Google_Brain)
- [DeepMind](https://en.wikipedia.org/wiki/DeepMind)
- [IBM Watson](https://en.wikipedia.org/wiki/Watson_(computer))
- [Microsoft](https://en.wikipedia.org/wiki/Microsoft_AI)
- [PayPal](https://en.wikipedia.org/wiki/PayPal)
- [Tesla](https://en.wikipedia.org/wiki/Tesla,_Inc.)
- [Neuralink](https://en.wikipedia.org/wiki/Neuralink)
- [The Boring Company](https://en.wikipedia.org/wiki/The_Boring_Company)
- [Sama](https://en.wikipedia.org/wiki/Sama_(company))
- [Mila](https://en.wikipedia.org/wiki/Montreal_Institute_for_Learning_Algorithms)
- [Allen Institute for AI](https://en.wikipedia.org/wiki/Allen_Institute_for_AI)
- [Meta AI](https://en.wikipedia.org/wiki/Meta_AI)
- [BLOOM](https://en.wikipedia.org/wiki/BLOOM_(company))
- [NovelAI](https://en.wikipedia.org/wiki/NovelAI)

## AI research and subfields 🧠

- [Machine learning](https://en.wikipedia.org/wiki/Machine_learning)
- [Deep learning](https://en.wikipedia.org/wiki/Deep_learning)
- [Supervised learning](https://en.wikipedia.org/wiki/Supervised_learning)
- [Unsupervised learning](https://en.wikipedia.org/wiki/Unsupervised_learning)
- [Reinforcement learning](https://en.wikipedia.org/wiki/Reinforcement_learning)
- [Artificial neural network](https://en.wikipedia.org/wiki/Artificial_neural_network)
- [Convolution](https://en.wikipedia.org/wiki/Convolution)
- [Gradient descent](https://en.wikipedia.org/wiki/Gradient_descent)
- [Loss function](https://en.wikipedia.org/wiki/Loss_function)
- [Activation function](https://en.wikipedia.org/wiki/Activation_function)
- [Regularization](https://en.wikipedia.org/wiki/Regularization_(mathematics))
- [Overfitting](https://en.wikipedia.org/wiki/Overfitting)
- [Backpropagation](https://en.wikipedia.org/wiki/Backpropagation)
- [Autoencoder](https://en.wikipedia.org/wiki/Autoencoder)
- [Perceptron](https://en.wikipedia.org/wiki/Perceptron)
- [Hopfield network](https://en.wikipedia.org/wiki/Hopfield_network)
- [Echo state network](https://en.wikipedia.org/wiki/Echo_state_network)
- [Recurrent neural network](https://en.wikipedia.org/wiki/Recurrent_neural_network)
- [Feedforward neural network](https://en.wikipedia.org/wiki/Feedforward_neural_network)
- [GPT](https://en.wikipedia.org/wiki/GPT_(language_model))
- [Transformers](https://en.wikipedia.org/wiki/Transformer_(machine_learning_model))
- [Attention](https://en.wikipedia.org/wiki/Attention_(machine_learning))
- [Variational autoencoder](https://en.wikipedia.org/wiki/Autoencoder#Variational_autoencoder_(VAE))
- [ImageNet](https://en.wikipedia.org/wiki/ImageNet)
- [Word2vec](https://en.wikipedia.org/wiki/Word2vec)
- [AlphaGo](https://en.wikipedia.org/wiki/AlphaGo)
- [AlphaZero](https://en.wikipedia.org/wiki/AlphaZero)
- [MuZero](https://en.wikipedia.org/wiki/MuZero)
- [Neural architecture search](https://en.wikipedia.org/wiki/Neural_architecture_search)
- [Wasserstein GAN](https://en.wikipedia.org/wiki/Wasserstein_GAN)

## Applications and use cases 🤖

- [Computer vision](https://en.wikipedia.org/wiki/Computer_vision) 👁️
- [Speech recognition](https://en.wikipedia.org/wiki/Speech_recognition) 🗣️
- [Handwriting recognition](https://en.wikipedia.org/wiki/Handwriting_recognition) ✍️
- [Optical character recognition](https://en.wikipedia.org/wiki/Optical_character_recognition) 📜
- [Facial recognition](https://en.wikipedia.org/wiki/Facial_recognition_system) 😊
- [Self-driving car](https://en.wikipedia.org/wiki/Self-driving_car) 🚗
- [Robot control](https://en.wikipedia.org/wiki/Robot_control) 🤖
- [Automatic differentiation](https://en.wikipedia.org/wiki/Automatic_differentiation) 🔄
- [Machine learning in bioinformatics](https://en.wikipedia.org/wiki/Bioinformatics) 🧬
- [Machine learning in physics](https://en.wikipedia.org/wiki/Computational_physics) 🌌
- [Machine learning in video games](https://en.wikipedia.org/wiki/Game_AI) 🎮
- [Fashion MNIST](https://en.wikipedia.org/wiki/Fashion-MNIST) 👕
- [Text-to-image model](https://en.wikipedia.org/wiki/Text-to-image_synthesis) 🖼️
- [Human image synthesis](https://en.wikipedia.org/wiki/Image_synthesis#Human_Image_Synthesis) 🧍‍♀️
- [Synthetic media](https://en.wikipedia.org/wiki/Synthetic_media) 🎞️
- [DALL-E](https://en.wikipedia.org/wiki/DALL-E) 🎨

## AI ethics, risks, and governance 🚨

- [Technological singularity](https://en.wikipedia.org/wiki/Technological_singularity) 🌠
- [AI takeover](https://en.wikipedia.org/wiki/Artificial_intelligence_takeover) 🤖
- [Superintelligence](https://en.wikipedia.org/wiki/Superintelligence) 🦸
- [Friendly artificial intelligence](https://en.wikipedia.org/wiki/Friendly_artificial_intelligence) 🤝
- [AI alignment](https://en.wikipedia.org/wiki/Alignment_problem) 🔧
- [Misaligned goals](https://en.wikipedia.org/wiki/Instrumental_convergence) 🎯
- [Global catastrophic risk](https://en.wikipedia.org/wiki/Global_catastrophic_risk) ⚠️
- [Existential risk](https://en.wikipedia.org/wiki/Existential_risk_from_artificial_general_intelligence) 💀
- [Centre for the Study of Existential Risk](https://en.wikipedia.org/wiki/Centre_for_the_Study_of_Existential_Risk) 🏢
- [Future of Humanity Institute](https://en.wikipedia.org/wiki/Future_of_Humanity_Institute) 🌍
- [Foundational Questions Institute](https://en.wikipedia.org/wiki/Foundational_Questions_Institute) ❓
- [Life 3.0](https://en.wikipedia.org/wiki/Life_3.0) 📖
- [Human Compatible](https://en.wikipedia.org/wiki/Human_Compatible) 👤
- [The Precipice](https://en.wikipedia.org/wiki/The_Precipice:_Existential_Risk_and_the_Future_of_Humanity) 📚
- [Open Letter on Artificial Intelligence](https://en.wikipedia.org/wiki/Open_Letter_on_Artificial_Intelligence) 📜
- [AI capability control](https://en.wikipedia.org/wiki/AI_control_problem) 🎛️

## AI researchers, experts, and influencers 👥

- [Nick Bostrom](https://en.wikipedia.org/wiki/Nick_Bostrom) 📚
- [Stuart J. Russell](https://en.wikipedia.org/wiki/Stuart_J._Russell) 🧑‍🔬
- [Eliezer Yudkowsky](https://en.wikipedia.org/wiki/Eliezer_Yudkowsky) 📖
- [Max Tegmark](https://en.wikipedia.org/wiki/Max_Tegmark) 📈
- [Martin Rees](https://en.wikipedia.org/wiki/Martin_Rees) 🎓
- [Jaan Tallinn](https://en.wikipedia.org/wiki/Jaan_Tallinn) 💻
- [Bill Hibbard](https://en.wikipedia.org/wiki/Bill_Hibbard) 🎓
- [Frank Wilczek](https://en.wikipedia.org/wiki/Frank_Wilczek) 🎓
- [Sam Altman](https://en.wikipedia.org/wiki/Sam_Altman) 💼
- [Peter Thiel](https://en.wikipedia.org/wiki/Peter_Thiel) 💼
- [Jessica Livingston](https://en.wikipedia.org/wiki/Jessica_Livingston) 💼
- [Kimbal Musk](https://en.wikipedia.org/wiki/Kimbal_Musk) 🧑‍🍳
- [Elon Musk](https://en.wikipedia.org/wiki/Elon_Musk) 🚀
- [Talulah Riley](https://en.wikipedia.org/wiki/Talulah_Riley) 🎬
- [Reid Hoffman](https://en.wikipedia.org/wiki/Reid_Hoffman) 💼
- [Demis Hassabis](https://en.wikipedia.org/wiki/Demis_Hassabis) 🤖
- [Fei-Fei Li](https://en.wikipedia.org/wiki/Fei-Fei_Li) 👩‍🔬
- [Yann LeCun](https://en.wikipedia.org/wiki/Yann_LeCun) 🧑‍🏫
- [Yoshua Bengio](https://en.wikipedia.org/wiki/Yoshua_Bengio) 🧑‍🔬
- [Ilya Sutskever](https://en.wikipedia.org/wiki/Ilya_Sutskever) 🧑‍🔬
- [Ian Goodfellow](https://en.wikipedia.org/wiki/Ian_Goodfellow) 🧑‍🏫
- [Andrew Ng](https://en.wikipedia.org/wiki/Andrew_Ng) 🧑‍💼
- [Alex Graves](https://en.wikipedia.org/wiki/Alex_Graves) 🧑‍🔬
- [Pieter Abbeel](https://en.wikipedia.org/wiki/Pieter_Abbeel) 🧑‍🔬
- [Kenneth Stanley](https://en.wikipedia.org/wiki/Kenneth_Stanley) 🧑‍🔬
- [Shivon Zilis](https://en.wikipedia.org/wiki/Shivon_Zilis) 🧑‍💼

## AI conferences, events, and publications 📰

- [International Conference on Machine Learning](https://en.wikipedia.org/wiki/International_Conference_on_Machine_Learning) 🌐
- [Conference on Neural Information Processing Systems](https://en.wikipedia.org/wiki/Conference_on_Neural_Information_Processing_Systems) 🧠
- [International Conference on Learning Representations](https://en.wikipedia.org/wiki/International_Conference_on_Learning_Representations) 📈
- [Journal of Machine Learning Research](https://en.wikipedia.org/wiki/Journal_of_Machine_Learning_Research) 📖
- [Neural Information Processing Systems Foundation](https://en.wikipedia.org/wiki/Neural_Information_Processing_Systems) 💻
- [Distill (journal)](https://en.wikipedia.org/wiki/Distill_(journal)) 📓
- [The International Joint Conference on Artificial Intelligence](https://en.wikipedia.org/wiki/International_Joint_Conference_on_Artificial_Intelligence) 🌐
- [NeurIPS](https://neurips.cc/) 🧠
- [AAAI Conference on Artificial Intelligence](https://www.aaai.org/Conferences/AAAI-21/) 🌐
- [ICLR: International Conference on Learning Representations](https://iclr.cc/) 📈
- [AI Ethics and Society](https://www.aies-conference.com/) 🤖
- [AI Summit](https://theaisummit.com/) 🚀
- [AI World](https://aiworld.com/) 🌎
- [Deep Learning Summit](https://www.re-work.co/events/deep-learning-summit-san-francisco-2022) 🤖

## AI tools and platforms 🛠️

- [Python](https://en.wikipedia.org/wiki/Python_(programming_language)) 🐍
- [TensorFlow](https://en.wikipedia.org/wiki/TensorFlow) 🧠
- [Keras](https://en.wikipedia.org/wiki/Keras) 🔍
- [Theano](https://en.wikipedia.org/wiki/Theano_(software)) 🧑‍💻
- [PyTorch](https://en.wikipedia.org/wiki/PyTorch) 🔥
- [JAX](https://en.wikipedia.org/wiki/JAX_(software)) 🤖
- [OpenAL](https://en.wikipedia.org/wiki/OpenAL) 🎧
- [GitHub Copilot](https://en.wikipedia.org/wiki/GitHub_Copilot) 🤖
- [OpenAI API](https://en.wikipedia.org/wiki/OpenAI#API_platform) 🌐

""")