"I'm gonna get you high today, 'cause it's Friday; you ain't got no job... and you ain't got shit to do". High on AI, amirite?!

But, Chris Tucker, we DO have jobs and we DO have shit to do! Luckily I've done the AI roundup for ya. So let's get to it.

p.s. I'm planning ahead for Q1 2023, if you'd like to sponsor Ben's Bites in the New Year, go here³⁹⁴ or just hit reply.

🤌 Ben's Picks

• New and improved Embedding Model by OpenAI, essentially keyword search on AI-created steroids. This new Embeddings model replaces five separate models for text search, text similarity, and code search, and outperforms previous most capable model, Davinci, at most tasks, while being priced 99.8% lower. (link⁷²⁰) I'm hoping someone is capable of building semantic search with this for Ben's Bites Tracker (all the links I include here, in a Google Sheet) - if you can/have, let me know and we'll roll it out.

  • Read the official OpenAI documentation. (link³⁷⁰)

• Riffusion - App for real-time music generation with Stable Diffusion. It has fine-tuned SD to generate images of spectrograms. This spectrogram can then be converted to an audio clip 🤯. (link⁸²⁰)

• PubMed GPT: a domain-specific large language model for Biomedical text. (link³⁵⁷) Available on Hugging Face here⁵⁹³.

• Benedict Evans wrote a really good post about how humans in the loop are essential to AI and what kinds of problems are best solved with AI. (link⁷⁶²)

🛠️ Cool Tools

• Bird SQL - Twitter search interface powered by Perplexity’s structured search engine, allowing everyone to navigate large datasets like Twitter. (link⁵⁷⁴)

• Prodigy AI - GPT career coach for developers to get guidance based on your unique skills, experience, and goals. (link⁵⁹⁷)

• Graydient AI - Launch your own AI-generated images website instantly. (link⁹²⁵)

• AI spirit animal - A modern-day Tamagotchi for your browser that reacts to what you read. (link^552†)

• Tweet AI - Get inspiration from AI for your Tweets. (link⁵⁴⁵)

• Copylime - AI to write better and more engaging website content, blog articles, and social media posts. (link⁵⁵¹)

• Rapid Reply - GPT-3 powered email writer for Gmail. (link⁵⁰⁴)

• ShareGPT has two new features; Search: Find prompt ideas by searching our database of 6.5K+ conversations, and comments: Leave comments on your favourite conversations. (link⁴³⁷)

• Mentioned - Influencer outreach & link building on auto-pilot. (link⁵³¹)

  • Use the code BENSBITES for 50% off any plan for life

• AI Video Avatars - AvatarAI’s new feature to animate your avatar into a video saying any text like you. (link⁵⁵²)

• Whisper with Speaker Recognition - Gradio app that adds speaker diarisation to OpenAI’s Whisper. (link³⁶⁶)

• Ask a Computer - A GPT-3 powered tool for asking your computer questions about itself. (link²⁶⁸) - Use with caution, it can run commands on your computer. Only do it if you know what you're doing!

• Elephas AI assistant for Mac now has a smart reply feature. (link³²⁹)

Join Discord¹⁸³ | Hackathon¹⁵⁶ | Partner with us³⁹⁴  | Host or join a meetup¹⁸²

🎓 Learn

• How to add a cinematic look to your videos in Runway with just a few clicks. (link³³⁴)

• ​​GPT3 and Prompts: A quick primer. (link⁴⁰⁸)

• Generative AI with Cohere: Part 1. (link²⁸¹)

• Create your own ChatGPT with OpenAI API and Streamlit. (link⁴²⁸)

🔬 Research

• A new paradigm for steering the behaviour of neural networks centred around task vectors. (link¹⁵⁹)

• HUM3DIL: A new method for 3D human pose estimation. (link¹⁶⁵)

• Transformers learn in context by gradient descent. (link¹⁸²)

• Use of a pure pixel-based model to perform image, text, and multimodal tasks. (link¹⁵⁵)

• ROSCOE: A suite of metrics for scoring step-by-step reasoning. (link¹⁷⁹)

• Attributed Question Answering: Evaluation and modelling for attributed large language models. (link¹⁵⁹)

• TRIP: Triangular document-level pre-training for multilingual language models. (link¹⁵⁴)

• Real-time neural light field on mobile devices. (link¹⁷⁶)

• MetaPortrait: Identity-preserving talking head generation with fast personalised adaptation. (link²⁶⁵)

• NeRF-Art: Text-driven neural radiance fields stylisation. (link²⁰²)

• MAViL: Masked audio-video learners. (link¹⁶⁴)

👋 Too many links?! I created a database for all links mentioned in these emails. Refer 1 friend using this link and I'll send over the link database.

🤓 Everything else

• ChatGPT is my co-founder: Common barriers hold entrepreneurs back, AI can help founders cross them. (link³⁸⁹)

• The second Hugging Face’s Ethics & Society newsletter issue. (link²⁰⁰)

• OpenAI's tokenizer is now officially open-sourced. (link²⁷³)

• Create beautiful waveform visualisations in Gradio 3.14. (link²⁹⁰)

🧑‍💻 Who's hiring in AI

• VEED.IO - Simple Online Video Editing. VEED is hiring AI / ML engineers¹³⁹ to level up its creative toolkit and make it more magical.

Add your company here¹⁵¹ | Join the Talent pool¹³³

How has Ben's Bites been helpful to you?

Whether at your job, for your product (eg getting users), your company (getting investor interest) or anything, really. I'm compiling an end of year review and I'd love to hear from you.

Just hit reply 😊 

🖼 AI images of the day

👋 See ya