Andrew Ng and DeepLearning AI
Lex Fridman Podcast and Lectures
https://www.youtube.com/@lexfridman
Cassie Kozyrkov
https://www.youtube.com/@kozyrkov
AI Superpowers: China, Silicon Valley, and the New World Order by Kai-Fu Lee
Human Compatible: Artificial Intelligence and the Problem of Control by Stuart Russel
How Smart Machines Think by Sean Gerrish
Two Minute Papers
https://www.youtube.com/@TwoMinutePapers
Papers with Code:
Hugging Face
AlphaGo
https://www.youtube.com/watch?v=WXuK6gekU1Y
Ex Machina
https://en.wikipedia.org/wiki/Ex_Machina_(film)
Machine Learning Explained
https://mitsloan.mit.edu/ideas-made-to-matter/machine-learning-explained
Introduction to Data for Machine Learning:
https://www.geeksforgeeks.org/ml-introduction-data-machine-learning/
Data Collection and Labeling Market Size
https://www.grandviewresearch.com/industry-analysis/data-collection-labeling-market
How Did A.I. Art Evolve? Here’s a 5,000-Year Timeline of Artists Employing Artificial Intelligence, From the Ancient Inca to Modern-Day GANs
https://news.artnet.com/art-world/artificial-intelligence-art-history-2045520
Turing Test
https://plato.stanford.edu/entries/turing-test/
Professor’s perceptron paved the way for AI – 60 years too soon
https://news.cornell.edu/stories/2019/09/professors-perceptron-paved-way-ai-60-years-too-soon
AI Winter
https://en.wikipedia.org/wiki/AI_winter
How Deep Blue vs Kasparov Changed AI Forever
https://aibusiness.com/ml/25-years-ago-today-how-deep-blue-vs-kasparov-changed-ai-forever
Mechanical Turk
https://en.wikipedia.org/wiki/Mechanical_Turk
AlexNet and ImageNet: The Birth of Deep Learning
https://www.pinecone.io/learn/series/image-search/imagenet/
2007 DARPA Urban Challenge
https://www.darpa.mil/about-us/timeline/darpa-urban-challenge
AlphaGo Explained
https://hackernoon.com/the-3-tricks-that-made-alphago-zero-work-f3d47b6686ef
AlphaGo vs AlphaZero
AlphaStar: Grandmaster level in StarCraft II
Statement on AI risk of extinction
https://en.wikipedia.org/wiki/Statement_on_AI_risk_of_extinction
Moore's Law Explained
https://en.wikipedia.org/wiki/Moore%27s_law
AI Investment Statistics
https://www.statista.com/statistics/1379078/corporate-ai-investment/
Object and Image Recognition
https://www.v7labs.com/blog/image-recognition-guide
Scene Understanding
https://pantelis.github.io/cs677/docs/common/lectures/scene-understanding/scene-understanding-intro/
Epic Kitchens Dataset
https://epic-kitchens.github.io/2023
How do self-driving cars work?
https://www.thezebra.com/resources/driving/how-do-self-driving-cars-work/
How Image Generation GAN's work
AI in Agriculture — The Future of Farming
https://intellias.com/artificial-intelligence-in-agriculture/
5 Examples of Artificial Intelligence in Finance
Artificial Intelligence in Healthcare
https://en.wikipedia.org/wiki/Artificial_intelligence_in_healthcare
AlphaFold: a solution to a 50-year-old grand challenge in biology
7 Practical Ways to Use ChatGPT in Your Business
https://phildrinkwater.coach/7-practical-ways-to-use-chat-gpt-in-your-business/
Coding Smarter with ChatGPT
https://jenni.ai/chat-gpt/coding-uses
Chain of Thought Prompting in ChatGPT
https://learnprompting.org/docs/intermediate/chain_of_thought
Generative AI’s Energy Problem Today Is Foundational Before AI can take over, it will need to find a new approach to energy
https://spectrum.ieee.org/ai-energy-consumption?ref=dl-staging-website.ghost.io
UW researcher discusses just how much energy ChatGPT uses
https://www.washington.edu/news/2023/07/27/how-much-energy-does-chatgpt-use/
The Green Dilemma: Can AI Fulfil Its Potential Without Harming the Environment?
https://earth.org/the-green-dilemma-can-ai-fulfil-its-potential-without-harming-the-environment/
TechScape: Turns out there’s another problem with AI – its environmental toll
Video appears to show a Tesla's Autopilot system confusing horse-drawn carriage for truck
Mirrors in Deep Learning
Can Robots Crack a Joke? The Limits of AI’s Humor Understanding
https://neurosciencenews.com/ai-humor-23736/
Racial Discrimination in Face Recognition Technology
https://sitn.hms.harvard.edu/flash/2020/racial-discrimination-in-face-recognition-technology/
Police Facial Recognition Technology Can't Tell Black People Apart
Algorithmic Bias in Health Care Exacerbates Social Inequities — How to Prevent It
https://www.hsph.harvard.edu/ecpe/how-to-prevent-algorithmic-bias-in-health-care/
Speech Recognition Tech Is Yet Another Example of Bias
https://www.scientificamerican.com/article/speech-recognition-tech-is-yet-another-example-of-bias/
Large language models are biased. Can logic help save them?
https://news.mit.edu/2023/large-language-models-are-biased-can-logic-help-save-them-0303
Amazon scraps secret AI recruiting tool that showed bias against women
https://www.reuters.com/article/us-amazon-com-jobs-automation-insight-idUSKCN1MK08G
Ethical and social risks of harm from Language Models
https://arxiv.org/pdf/2112.04359.pdf
Tay, Microsoft's AI chatbot, gets a crash course in racism from Twitter
Attorneys Face Sanctions After Citing Case Law ‘Hallucinated’ by ChatGPT
Man ends his life after an AI chatbot 'encouraged' him to sacrifice himself to stop climate change
President Biden Issues Executive Order on Safe, Secure, and Trustworthy Artificial Intelligence
Blueprint for an AI Bill of Rights
https://www.whitehouse.gov/ostp/ai-bill-of-rights/
Zero Trust AI Governance
https://ainowinstitute.org/wp-content/uploads/2023/08/Zero-Trust-AI-Governance.pdf
Role of AI in the media and entertainment industry: Real-world use cases and examples
https://www.leewayhertz.com/ai-in-media-and-entertainment/
AI Use Cases in Hollywood
https://dougshapiro.medium.com/ai-use-cases-in-hollywood-362707e899f1
Netflix Recommendations: How Netflix Uses AI, Data Science, And ML
https://www.simplilearn.com/how-netflix-uses-ai-data-science-and-ml-article
Understanding AI in DAM and How It’s Transforming Asset Management
https://openasset.com/blog/ai-dam/
What Is The Advent And Future Of AI In AR/VR Gaming Technology?
Logo Detection Explained: 5 ways Visual AI is building Business Visionaries
This Gamer Turned EEG Tech Into a Game Controller Questing through Elden Ring on the power of thought alone
https://spectrum.ieee.org/elden-ring-hands-free-controller
Midjourney
https://www.midjourney.com/home?callbackUrl=%2Fexplore
OpenAI DALL-E
Stable Diffusion
PROMPTING IMAGES FROM TEXT GUIDES
Best Midjourney Prompts: an epic list of 644 crazy text to image ideas
https://www.creativindie.com/best-midjourney-prompts-an-epic-list-of-crazy-text-to-image-ideas/
The DALL·E 2 Prompt Book
https://dallery.gallery/the-dalle-2-prompt-book/
How to Engineer the Perfect Stable Diffusion Prompt
APPLIED USE CASES
Supercharging Storyboarding with Generative AI
https://medium.com/@turc.raluca/supercharging-storyboarding-with-generative-ai-c7bcfd002db1
How Generative AI Assists with Brainstorming and Ideation
GENERATIVE AI VIDEO APPLICATIONS
Kaiber AI
Runway ML
Pika Labs
PROMPTING
Master the Art of Prompting with Kaiber: A Comprehensive Guide to Crafting Captivating AI-Generated Videos
https://weloveai.ca/master-the-art-of-prompting-with-kaiber/
Best Prompts for Runway Gen-2 (AI Video Generation Techniques)
https://aituts.com/runway-prompts/
Perfecting Pika Labs Prompting
https://pikalabs.org/perfecting-pika-labs-prompting/
APPLIED USE CASES
5 Examples of Generative AI-Made Videos for Corporate Use
https://hourone.ai/blog/5-examples-generative-ai-made-videos/
Top Generative AI Industry Applications of 2023: An In-Depth Look
https://www.turing.com/resources/generative-ai-applications
Generative AI Use Cases
https://www.lionbridge.com/blog/translation-localization/generative-ai-use-cases/
GENERATIVE AI IN ADOBE PRODUCTS
Adobe Firefly
https://www.adobe.com/sensei/generative-ai/firefly.html
See how Photoshop AI Generative Fill feature changes designers’ lives
https://dataconomy.com/2023/05/29/photoshop-ai-generative-fill-examples/
Adobe unveils three new generative AI models, including the next generation of Firefly
AI IN DEEPFAKES
How a deepfake Tom Cruise on TikTok turned into a very real AI company
https://www.cnn.com/2021/08/06/tech/tom-cruise-deepfake-tiktok-company/index.html
The Star Wars deepfake so incredible the creator got hired by Lucasfilm
https://www.creativebloq.com/news/star-wars-deepfake
Netflix vs Deepfake: The Irishman
https://medium.com/predict/netflix-vs-deepfake-the-irishman-1d4754de2701
AI IN THE MUSIC INDUSTRY
The Future of Music: How Generative AI Is Transforming the Music Industry
https://a16z.com/the-future-of-music-how-generative-ai-is-transforming-the-music-industry/
Viral AI-Generated Drake Song ‘Heart on My Sleeve’ Removed from Spotify, YouTube
https://www.vice.com/en/article/xgwx44/heart-on-my-sleeve-ai-ghostwriter-drake-spotify
Turn ideas into music with MusicLM
https://blog.google/technology/ai/musiclm-google-ai-test-kitchen/
Grimes Unveils Software to Mimic Her Voice, Offering 50-50 Royalties for Commercial Use
https://pitchfork.com/news/grimes-unveils-software-to-mimic-her-voice-and-announces-2-new-songs/
Margaret Thatcher Reads Terminator 2
https://vimeo.com/744701186?share=copy
GlobalSpeak Gen AI on the Fly with AppTek JFK TTS
https://vimeo.com/885281431?share=copy
Ping me anytime:
Kyle Maddock - kmaddock@apptek.com
1-202-413--8654
Linkedin: https://www.linkedin.com/in/kyle-maddock-665a312/