I’ve been working on a website in which large pictures are displayed to the user. Instead of creating a typical lightbox effect (a zoom-in animation with a black overlay) for these large pictures, I decided to try and make something more interactive and fun. I ended up coding an image container that tilts as the user moves the mouse cursor above it.
I recently came across an article by Rory Cellan-Jones about a new technology from Jigsaw, a development group at Google focused on making people safer online through technology. At the time they'd just released the first alpha version of what they call The Perspective API. It's a machine learning tool that is designed to rate a string of text (i.e. a comment) and provide you with a Toxicity Score, a number representing how toxic the text is.
The system learns by seeing how thousands of online conversations have been moderated and then scores new comments by assessing how "toxic" they are and whether similar language had led other people to leave conversations. What it's doing is trying to improve the quality of debate and make sure people aren't put off from joining in.
As the project is still in its infancy it doesn't do much more than that. Still, we can use it!