The other day I made a machine learning model that classifies images as either ‘a certain type of undesirable image’ (no, not porn) or ‘any other image’. It is 96.4% accurate and takes 14 ms to classify one image (using CPU only - with a GPU it could be 5x - 10x faster).
I plan to offer this as an API service that social media networks can use to filter posts.
































It depends on your company.
If you are running public-facing code, security is going to become a huge deal in coming months. So use AI to find all the security holes in your stuff before the hackers do.
If you have lots of databases and APIs for internal use, create a MCP server so agents can do anything with your data and APIs.
If your data is even a little sensitive and you don’t want to send it all to the USA (read up on the CLOUD act), look into running models locally and the hardware investments you’ll need to make.