| 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) 🌐 | |
| """) | |