If you like our work, please consider supporting us so we can keep doing what we do. And as a current subscriber, enjoy this nice discount!
Also: if you haven’t yet, follow us on Twitter, TikTok, or YouTube!
The World This Week
In the world of AI
Startups, Businesses and Enterprise
3 Questions: How AI image generators could help robots
MIT PhD student Yilun Du describes methods to make generative art systems like DALL-E 2 more creative, while also exploring using stable diffusion models for robots.
![](https://news.mit.edu/sites/default/files/images/202210/MIT-AI-Art%20.jpg)
AI in Medicine Is Overhyped
AI models for health care that predict disease are not as accurate as reports might suggest. Here’s why
![](https://static.scientificamerican.com/sciam/cache/file/1B052E70-458D-4084-A9CA4CE2E9B65C07.jpg)
Evaluating Language Model Bias with 🤗 Evaluate
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
![](https://huggingface.co/blog/assets/112_evaluating-llm-bias/thumbnail.png)
Navina secures $22M to process and summarize medical data for clinicians
Navina, a startup developing software to automatically summarize medical records data, has raised $22 million in fresh capoital.
![](https://techcrunch.com/wp-content/uploads/2022/04/GettyImages-1266157000.webp?resize=1200,799)
Why ‘generative AI’ is suddenly on everyone’s lips: It’s an ‘open field’
There’s a lot of confusion about generative AI, including how new exactly it is, and whether it’s becoming massively overhyped.
![](https://techcrunch.com/wp-content/uploads/2022/10/intro-1.jpg?resize=1200,675)
Research, Initiatives and Open Source
Technology readiness levels for machine learning systems - Nature Communications
The development of machine learning systems has to ensure their robustness and reliability. The authors introduce a framework that defines a principled process of machine learning system formation, from research to production, for various domains and data scenarios.
![](https://media.springernature.com/m685/springer-static/image/art%3A10.1038%2Fs41467-022-33128-9/MediaObjects/41467_2022_33128_Fig1_HTML.png)
Machine learning could vastly speed up the search for new metals
It’s a development that could be useful for applications from outer space to the deep sea.
![](https://wp.technologyreview.com/wp-content/uploads/2022/10/molecule-haystack4.jpeg?resize=1200,600)
Using AI to compress audio files for quick and easy sharing
Sending an MP3 typically requires 128 kb/s of bandwidth. We can compress HiFi audio down to 12 kb/s, without sacrificing the quality.
![](https://scontent-sea1-1.xx.fbcdn.net/v/t39.2365-6/313110355_1564263877367975_606828884558862119_n.gif?_nc_cat=108&ccb=1-7&_nc_sid=ad8a9d&_nc_ohc=qnX5Tp9cimcAX9pakTR&_nc_ht=scontent-sea1-1.xx&oh=00_AfBzVMc_mS5eScF2nNv5Na01pL1fsZ0QpjM0-6Cv0h05xA&oe=63645774)
How do you solve a problem like a proton? Smash it, then build it back with machine learning
Protons are tiny yet they carry a lot of heft. They inhabit the center of every atom in the universe and play a critical role in one of the strongest forces in nature.
![](https://scx2.b-cdn.net/gfx/news/hires/2022/how-do-you-solve-a-pro.jpg)
Tutorials
What Are Graph Neural Networks?
GNNs apply the predictive power of deep learning to rich data structures that depict objects and their relationships as points connected by lines in a graph.
![](https://blogs.nvidia.com/wp-content/uploads/2022/10/GNN-hero-image-x1280.jpg)
In case you missed
Last Week's Posts
In case you missed the last week's posts, please read them here.
Monday:
Representation learning
Pattern Detection
Tuesday:
Personalizing Text-to-Image Generation via Aesthetic Gradients (Paper+Code)
In this paper, aesthetic gradients are proposed as a method for personalizing a CLIP-conditioned diffusion model by using a set of images to guide the generative process towards a custom aesthetic. The approach is validated through qualitative and quantitative experiments using the recently develope…
Wednesday:
Graph Machine Learning
If you like our work, please consider supporting us so we can keep doing what we do. And as a current subscriber, enjoy this nice discount! Get 45% off forever Also: if you haven’t yet, follow us on Twitter, TikTok, or YouTube! Graph machine learning is a type of
Thursday:
AI Startups working in text for marketing
If you like our work, please consider supporting us so we can keep doing what we do. And as a current subscriber, enjoy this nice discount! Get 45% off forever Also: if you haven’t yet, follow us on Twitter, TikTok, or YouTube! AI for marketing Generative text can be
Friday:
Ant Colony Optimization
Ant colony optimization (ACO) is a heuristic search algorithm for solving optimization problems that are inspired by the foraging behaviour of ants.
Do you like our work?
Consider becoming a paying subscriber to support us!