On the intersection of causality and interpretability, exciting and promising research areas in the field of Machine Learning
On why strong AI must be able to compose these models dynamically to generate combinatorial representations
There are immediate next steps that we can take to improve the environmental posture of the AI systems that we build.
Preview of The Imperative for Sustainable AI Systems for paying subscribers
A primer on automated story generation and how it it strikes at some fundamental research questions in artificial intelligence.
Preview of An Introduction to AI Story Generation for paying subscribers
On the field of Machine Learning Systems and how it addresses the new challenges of ML with a lens shaped by traditional systems research
Preview of Systems for Machine Learning for paying subscribers
An argument that it is time to re-think our approach to natural language understanding, since the ‘big data’ approach to NLU is implausible and flawed..
Preview of Machine Learning Won't Solve Natural Language Understanding for paying subscribers
The creation, development, and deployment of machine translation technology is historically entangled with practices of surveillance and governance.
Preview of Machine Translation Shifts Power for paid subscribers