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Unfiled grab bag of interesting content
2023 summary from Simon Willison: a good list of resources for how to build your own LLM.
Rodney Brooks AI Scorecard 2024
Strange Loop Canon explains why it’s hard to evaluate LLMs: the same reason it’s hard to make a general-purpose way to Evaluations are all we need
Check out this “Animate Anyone”
AI that animates still images! How to
add custom GPTs to any website in minutes.
Snap’s My AI chatbot is the most widely used AI tool by 7-to 17-year-olds in the UK.
ChatGPT is pretty bad at making predictions, according to dynomight, who compared its predictions to those from the Manifold prediction market.
At a high level, this means that GPT-4 is over-confident. When it says something has only a 20% chance of happening, actually happens around 35-40% of the time. When it says something has an 80% chance of happening, it only happens around 60-75% of the time.
2024-01-26 7:08 AM
An informal twitter survey by David Song on the near-term development interests among AI users:
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2023-10-29 6:21 AM
Tyler Cowen’s new generative AI book https://econgoat.ai/en/chat
and how it was constructed using LLPhant for chunking for the RAG, with queries passed along to GPT-4.
SchoolXpress lets you make your own AI-conversational book by uploading your content.
Make your own GPTs with https://chat.openai.com/create
AWS has a Hugging Face Page that includes Amazon Sagemaker integrations with Mistral and more.
Capsule is an app that curates zillions of sources to help find mega-trends blog post
LLMs are fundamentally incapable of inference as proven in The Reversal Curse
Berglund et al. (2023)
PromptPack Chantal Smith explains how to use GPT for knowledge management in Notion (and Notion AI):
He generates a database with pages that include sources and properties (link to the article, along with AI summaries). He has two AI auto-fill properties: a 5-bullet summary and a short 1-2 sentences on why it’s relevant.
References and Todo Followup
The Generalist lengthy summary of AI startups Jul 2023
TheNeuron lists the 27 top AI applications for business
Lamini: a tailored (private) LLM engine
Jay Alammar: The Illustrated GPT-2 (Visualizing Transformer Language Models)…