AI Roundup 10/27 -> 11/03/2022

Last week's most interesting AI news in <2 minutes

1. Google leverages Imagen and Phenaki to generate long, coherent, super-resolution videos from text prompts (Twitter)

2. BigCode (Hugging Face + ServiceNow) releases The Stack - a 3TB dataset of permissively licensed code in 30 programming languages (Hugging Face)

3. A developer builds a new Google Sheets function that tuns GPT3 prompts inline (Twitter)

4. A startup called Mubert releases a new text-to-music generative AI system (Hugging Face)

5. A new space on Hugging Face turns images into music by using CLIP Interrogator and Mubert's text-to-music model (Hugging Face)

6. Google researchers demonstrate that LLMs are capable of improving their performance by training on their own generated labels (Paper)

7. Researchers from Tel-Aviv University release CapDec - a CLIP-based text-only training method achieving SOTA image-captioning (Github repo)

8. DiffusionDB releases on Hugging Face - the first large-scale text-to-image prompt dataset, containing 2M images generated by Stable Diffusion (Hugging Face)

9. Dust showcases a WebGPT-like assistant that answers questions by searching the web, summarizing content, and compiling a final answer with references (Twitter)

10. Bytedance releases MagicMix, a diffusion model that mixes two semantic concepts into a novel concept, while preserving spatial layout and geometry (Paper's website)

11. Stability AI fine-tunes a new decoder that improves the quality of images generated by Stable Diffusion (Twitter)

12. Hugging Face updates Evaluate, a library for evaluating ML models and datasets, adding bias metrics and measurements to help identify biases and harmful text in large language models (Analytics India Magazine)

13. Auto-commit is a new tool using GPT-3 to create commit messages (Github repo)

14. Trained on publicly-available code, Replit releases a new Copilot-like programming assistant called Ghostwriter (ars technica)

15. Google prototypes Wordcraft - an AI-powered writing assistant tool to help creative writers craft new stories (The Verge)

16. Google introduces CaP (Cod as Policies)—given natural language commands, the model generates robot policy code to perform tasks in the physical world (Google AI)

Last week’s AI Tidbits