This week I shipped a demo of the thing I keep talking about: an AI that reads a week of government contracts and drops a ranked brief in about 40 seconds. Not a model. The system around one.

One short clip shows it running end to end on my own machine. Memory local, index mine, a few cents per run.

The framework behind it is open source and free. If you want to run your own, it's here:

More as it ships. Nothing else in your inbox.

Victor
Cerebro Cyber Solutions