"Context all the way down": Primer on methods of Experience injection for LLMs

Much hay has been made that LLM’s can be infinitely trained on infinite data to do infinite jobs, in an approach generally described as ‘LLM Maximalism’. This post is a bit of a braindump to explain my thought process in how to practically use LLMs in a safe way in production/client facing environments, with a little bit of a discussion as to where I see the current blockers to this in most organisations, and where organisations should be focusing investment to be able to meet these challenges without loosing their competitive edge/expertise. ...

April 29, 2024 · Andrew Bolster