Product & Innovation
When should a company train its own AI model on its own data?
Answered independently in 1 episodes. Every line below is verbatim from the transcript, timestamped to the moment it was said.
The short answer
What the archive says
01Only train your own model if your data is a genuine part of your differentiated value proposition, as Cisco did with 40 years of network telemetry in its deep network model. source →
In their words
What was actually said
Part of it is that do you sit on data that becomes part of your own differentiation as a business? And if you do, then there's a key unlock that could be had to be able to then leverage that in specialized ways. So instead of using a general purpose LLM at a frontier, your customers are able to leverage a model that is highly tuned and highly trained on a particular class of problems that you have the keys.
The episodes