the BOIR

The BOIR process is one that could be improved immensely with the use of an LLM.

It is a convoluted set of instructions, most of which don't apply to most people, with a few specific goals:

  • identify the company involved
  • identify the people involved

Both of these could be improved with the machine.

If I upload my driver's license, the machine can both OCR the personal information (name, Driver's License ID, etc.) and confirm whether or not it is sufficient. But, we don't do that.

The machine can also resolve the labyrinth of whether an entity needs to file. It might not be exactly identical to what a court would determine; but independent counsel also would not be able to perform at that accuracy.


The biggest problem with LLMs in government is "who would implement them".

Suffice it to say that I believe the likes of Elon Musk are more interested in "sabotaging governance" than in "decreasing costs of governance". And, many of the Democrats are more interested in "protecting government jobs" than in "decreasing costs of governance".

So my time and effort is not a concern to either party in Washington DC.