OpenAI's 3D DALL-E, AI in modern marketing, GPT4 10x better than ChatGPT

On the 21st day of Christmas my true love gave to me, an email talking about 3D DALL-E. Related; when do the 'days of Christmas' actually start?

Ho, Ho, Holy crap I've got to stop with the Christmas references.

Let's get to it.

🤌 Ben's Picks

Self-Instruct: Aligning language model with self generated instructions. So what's the story here? OpenAI can get a large amount of user data and afford to pay many human annotators for their InstructGPT. What if you can't afford to do that? This team instruction-tuned the GPT3 model and tested how good it can be at following new instructions. The result? Self-instructed GPT3 (which barely uses any human annotation) outperformed those trained on other public datasets, performing close to InstructGPT-001. Exciting!! (link)

OpenAI prototype of 3D DALLE (called “Point-E”) is open sourced. (link) Of course, there's already a Hugging Face demo for the new text-to-3D model. (link) TechCrunch article here. And you can read the arXiv research paper here.

Deleted tweet from Rippling co-founder: Microsoft is all-in on GPT. GPT-4 10x better than 3.5(ChatGPT), clearing turing test and any standard tests. (link)

🛠️ Cool Tools

• Using Zapier to integrate a Slack channel to talk with ChatGPT. (Zap template) (link to Jons Substack)

• Ellie - GPT-3 powered assistant that can reply to your emails, has been officially launched and the first 50 users to use the coupon BENSBITES get 40% off. (link)

• GPT-3 + HARO Journo Response Generator - A tool that uses GPT-3 to identify and respond to press requests from journalists looking for sources for a story. (link)

• Sentenceviz - A streamlit application to visualise sentence embeddings. (link)

• Kailua Labs Image Search API - An API to easily search images, video, audio, and more with AI. (link)

• Softr Studio now has AI - Generate images and copy within Softr with just one click. (link)

• Gradio Discord Bot (BETA) - Use any Hugging Face Space as a Bot from within your Discord server. (link)

• Tele-Prompter - An on-device AI for your meetings that listens to you and makes charismatic quote suggestion. (link)

• Project Relate by Google (Beta) - Android app that uses machine learning to offer personalized speech recognition for non-standard speakers. (link)

• Text Blaze - Chrome extension that makes OpenAI GPT-3 available anywhere you type. (link)

• Tome - Generate an entire presentation with AI using just a description of the deck. (link)

• Albus - Your personal AI teammate right inside Slack. (link)

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🎓 Learn

• Transcribe and summarise YouTube video with 2 clicks with AssemblyAI. (link)

• What are Hugging Face Model Cards? (link)

• Ebook: Natural Language Processing (NLP) for semantic search. (link)

🔬 Research

• Improving video voice dubbing through deep learning. (link)

• Instructor: An instruction-finetuned embedder that can generate text embeddings tailored to any task given the task instruction. (link)

• Connect-the-Dots, a new accounting algorithm that uses an indirect approach to accurately discretise privacy loss distributions. (link)

• ‘Unnatural Instructions’: A paper that proposes a new method to automatically generate natural language instructions. (link)

• Rethinking the role of scale for in-context learning: An interpretability-based case study at 66 billion scale. (link)

• InstantAvatar: Learning avatars from monocular video in 60 seconds. (link)

• Why can GPT learn in-context? Language models secretly perform gradient descent as meta optimisers. (link)

• Pretraining without attention. (link)

• Length extrapolation: Training on short texts while evaluating longer sequences. (link)

• SODA: Million-scale dialogue distillation with social commonsense contextualisation. (link)

• Panoptic Lifting, a novel approach for learning panoptic 3D volumetric representations from images of in-the-wild scene. (link)

• MetaCLUE, a set of vision tasks on visual metaphor, and a collection of high-quality and rich metaphor annotations. (link)

• LayoutDETR: Detection transformer is a good multimodal layout designer. (link)

• Character-aware models improve visual text rendering. (link)

🤓 Everything else

• Here’s what I saw at an AI Hackathon, an account by Dan Shipper. Some really interesting projects and observations from Dan's time at a hackathon in SF. (link)

• How AI is being used in modern marketing: A beginner’s guide. (link)

• OpenAI human-feedback dataset has been added to the Hugging Face Hub. (link)

• Unwrap this Twitter thread with delightful Christmas AI art. (link)

• How are students using AI? (link)

• Petals is creating a free, distributed network for running text-generating AI. (link)

• An investigative article on the origins of 15 video stills taken from inside homes by robot vacuums and shared to social media. (link)

• Australian Universities seek to curb ChatGPT use by students. (link)

• Google Search testing search in video. (link)

• Predictions: Future Versions of DALL-E 2, Midjourney, and more. (link)

• A thread with companies using AI in fascinating applications. (link)

• The near future of AI is action-driven. (link)

• An interactive exploration of Transformer programming. (link)

• ChatGPT for iMessage, WhatsApp, user feedback, and beyond. (link)

• GPT gets chatty - The future of artificial conversation. (link)

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