Highlights

OpenAI asked GPT-4 to explain GPT-2

Language models have become more capable and more broadly deployed, but our understanding of how they work internally is still very limited. For example, it might be difficult to detect from their outputs whether they use biased heuristics or engage in deception. Interpretability research aims to uncover additional information by looking inside the model.

One simple approach to interpretability research is to first understand what the individual components (neurons and attention heads) are doing. This has traditionally required humans to manually inspect neurons to figure out what features of the data they represent. This process doesn’t scale well: it’s hard to apply it to neural networks with tens or hundreds of billions of parameters. We propose an automated process that uses GPT-4 to produce and score natural language explanations of neuron behavior and apply it to neurons in another language model. Continue reading... (GPT-2 neuron map released here)

One step closer to the human ability to bind together information from many different senses [GitHub]

$100 to the first person who comments with something useful AutoGPT can do

The Disappearing Computer: An Exclusive Preview of Humane’s Screenless Tech

This week in startups

In the News

• Alphabet to unveil A.I. updates at Google I/O, showing off creative writing and coding capabilities [Link], [Watch it here]

• AI voice scams: Report shares 77% of victims lose money [Link]

• A leaked Google engineer memo warns that Big Tech could lose the AI race to the little guys [Link]

• Wendy’s, Google Train Next-Generation Order Taker: an AI Chatbot [Link]

• Google shared AI knowledge with the world — until ChatGPT caught up [Link]

• Stack Overflow is ChatGPT Casualty: Traffic Down 14% in March [Link]

• A new A.I. chatbot named Ava loves poetry, booking travel, and analyzing data—plus it’ll save you money [Link]

Tools & Links

• 10 Simple logo design prompts using Midjourney 5.1 [Link]

• Your Personal AI Research Assistant. [Link]

• YOYA AI - Build Your Own Personalized Generative AI Apps Without Code. [Link]

• Leap - Add AI to your app in minutes [Link]

• JediGPT - unleash the power of Jedi [Link]

• Automatically generate and map travel itineraries for any city/country in the world [Link]

• Another ChatGPT trip planner- This one is an Android app [Link]

• A Collection of Awesome GPT/LLM Tricks [GitHub]

• IBM just changed the game for open-source LLMs - Dromedary beats Alpaca in performance without distilling ChatGPT and without human feedback! [Paper], [GitHub]

• Hosted Embedding Marketplace with Public, Private, and Third-Party Data [Link]

• ChatPDF - Chat with any PDF [GitHub]

• Here's a good use case of AI automation [Link]

• From Microsoft - “The art of the prompt”: How to get the best out of generative AI [Link]

• Meet Intercom Fin - Resolve 50% of support questions. Instantly. [Link]

• Concept: AutoGPT on a Schedule [Link]

• Watch a debate between AI Bill and AI Socrates [Link]

Unclassified

• Morning Brew - Get smarter in 5 minutes (it's free) [Link]

• Beehiiv - The newsletter platform built for growth [Link]

• Rewardful - Launch Your Affiliate Program With Ease [Link]

• Testimonial - Get testimonials from your customers with ease [Link]

• AWeber - Powerfully simple email marketing designed to help your small business grow - now for free [Link]

• Typeform - A better way to ask [Link]

• Fiverr - Find the right freelance service, right away [Link]

• WFH.Team - Work from anywhere in the world [Link]

• Add your link here ➜

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