About Slop Watch

Slop Watch is a public list of AI products that went wrong. Code that the authors cannot really stand behind. Upgrades that break. Outages and security holes that show up in public. We give each one a page so the pattern is easier to see.

This is not a soft gallery of pretty demos, and it is not a list of products we recommend. The description says what the thing is. The reason says why it is on the list. The references are issues, security notes, and failure reports you can open yourself.

Each page has a name, an icon, a cover picture, a main link, a short description, a reason it is here, and a pile of references underneath.

We pick entries by public evidence, not by how loud the launch was. If there is little public trail of breakage or security trouble, it does not belong here.