Knowledge Graphs ++
Speaker: Doug Lenat
Abstract
While powerful, Knowledge Graphs are a technological local maximum.
I'll recount some of the experiences that forced us (the Cyc
development team), kicking and screaming, to make the leap from that
to other representation and reasoning "hills" such as first and second
and higher order logic, and how we coped with the inevitable lost
efficiency. In the end, it's probably most useful to think of KG and
its alternatives as though they were tools in a toolbox: it's painful
to contemplate building a house without using a saw, or using only a
saw.
Slides
Bio
The bio can be found here.