Machine Learning
Discover articles and videos in Machine Learning
How OpenAI is approaching 2024 worldwide elections
https://openai.com/blog/how-openai-is-approaching-2024-worldwide-elections • 3 min
We’re working to prevent abuse, provide transparency on AI-generated content, and improve access to accurate voting information.
Most Top News Sites Block AI Bots. Right-Wing Media Welcomes Them
https://www.wired.com/story/most-news-sites-block-ai-bots-right-wing-media-welcomes-them
Nearly 90 percent of top news outlets like 'The New York Times' now block AI data collection bots from OpenAI and others. Leading right-wing outlets like NewsMax and Breitbart mostly permit them.
Emerging Architectures for LLM Applications
https://a16z.com/2023/06/20/emerging-architectures-for-llm-applications • 12+ min
A reference architecture for the LLM app stack. It shows the most common systems, tools, and design patterns used by AI startups and tech companies.
A guide to prompting AI (for what it is worth)
https://www.oneusefulthing.org/p/a-guide-to-prompting-ai-for-what • 7 min
A little bit of magic, but mostly just practice
Tiny Language Models Thrive With GPT-4 as a Teacher
https://www.quantamagazine.org/tiny-language-models-thrive-with-gpt-4-as-a-teacher-20231005 • 10 min
To better understand how neural networks learn to simulate writing, researchers trained simpler versions on synthetic children’s stories.
What Is ChatGPT Doing … and Why Does It Work?
https://writings.stephenwolfram.com/2023/02/what-is-chatgpt-doing-and-why-does-it-work
Stephen Wolfram explores the broader picture of what's going on inside ChatGPT and why it produces meaningful text. Discusses models, training neural nets, embeddings, tokens, transformers, language…
What is reinforcement learning? How AI trains itself
https://venturebeat.com/ai/what-is-reinforcement-learning-how-ai-trains-itself • 7 min
Reinforcement learning is the subset of ML by which an algorithm can be programmed to respond to complex environments for optimal results.
A visual introduction to machine learning
http://www.r2d3.us/visual-intro-to-machine-learning-part-1 • 5 min
What is machine learning? See how it works with our animated data visualization.
AI Prompt Engineering Isn’t the Future
https://hbr.org/2023/06/ai-prompt-engineering-isnt-the-future
Despite the buzz surrounding it, the prominence of prompt engineering may be fleeting. A more enduring and adaptable skill will keep enabling us to harness the potential of generative AI? It is called…
Google DeepMind’s New AI Matches Gold Medal Performance in Math Olympics
https://singularityhub.com/2024/01/17/google-deepminds-new-ai-matches-gold-medal-performance-in-math-olympics • 4 min
The AI successfully solved 25 of 30 difficult geometry problems, beating previous state-of-the-art algorithms by 15 answers.
How to Spot a Machine Learning Opportunity, Even If You Aren’t a Data Scientist
https://hbr.org/2017/10/how-to-spot-a-machine-learning-opportunity-even-if-you-arent-a-data-scientist
What do you want to predict, and do you have the data?
How to learn PyTorch: A resources guide for developers
https://www.techrepublic.com/article/how-to-learn-pytorch-a-resources-guide-for-developers • 3 min
If you want to learn PyTorch, check out these books, courses, tutorials, videos, and websites about the open source machine learning library.
Some Neural Networks Learn Language Like Humans
https://www.quantamagazine.org/some-neural-networks-learn-language-like-humans-20230522 • 3 min
Researchers uncover striking parallels in the ways that humans and machine learning models acquire language skills.
How to write good AI prompts
https://www.youtube.com/watch?v=fzNUJM8Jv70
(Getting started with Notion AI 4 of 5) Learn how to generate text from scratch using Notion AI, with a focus on writing good prompts and refining output.Get...