we have successfully completed the prototyping phase of the Collective Knowledge technology
to make it easier to reproduce AI&ML and deploy it in production with the help of portable CK workflows, reusable artifacts and MLOps
as described in this white paper
and the CK presentation.
We are now preparing the second phase of this project to make CK simpler to use, more stable and more user friendly -
don't hesitate to get in touch with the CK author to know more!
Even though the CK technology
is used in production
for more than 5 years, it is still a proof-of-concept prototype requiring further improvements
Depending on the available resources, we plan to develop a new, backward-compatible and more user-friendly
version - please get in touch
if you are interested to know more!
Several presentations about CK (General Motors, ACM and FOSDEM)