Arthur Mensch
👤 SpeakerAppearances Over Time
Podcast Appearances
And so we send the technology.
And so we send the technology.
Typically, we send a little bit of scientists because you do need that expertise transfer and that knowledge transfer in between our teams and the vertical experts.
Typically, we send a little bit of scientists because you do need that expertise transfer and that knowledge transfer in between our teams and the vertical experts.
And then we make sure that eventually our team no longer needs to be there to retrain the models, to get more data access, et cetera.
And then we make sure that eventually our team no longer needs to be there to retrain the models, to get more data access, et cetera.
So that combination of data segregation, expertise transfer, knowledge transfer is the one thing that makes us quite unique and allows us to serve the most critical use cases, the most critical processes in industries that actually need to take their data and put it into models for it to work.
So that combination of data segregation, expertise transfer, knowledge transfer is the one thing that makes us quite unique and allows us to serve the most critical use cases, the most critical processes in industries that actually need to take their data and put it into models for it to work.
We use synthetic data as a way to warm up the models.
We use synthetic data as a way to warm up the models.
It's a way to actually be quite efficient at the beginning.
It's a way to actually be quite efficient at the beginning.
If you have a large model and you want to train a small model, you will use your large model to process and to produce a lot of synthetic data at the beginning.
If you have a large model and you want to train a small model, you will use your large model to process and to produce a lot of synthetic data at the beginning.
But eventually you do need to have human signal.
But eventually you do need to have human signal.
So the human signal is something that is always a bit costly to acquire because you need to talk to the experts.
So the human signal is something that is always a bit costly to acquire because you need to talk to the experts.
They need to give feedback to the machines.
They need to give feedback to the machines.