UI FOR MCS
What is MCS?
The Machine Common Sense (MCS) program seeks to address the challenge of machine common sense by pursuing two broad strategies. Both envision machine common sense as a computational service, or as machine commonsense services. The first strategy aims to create a service that learns from experience, like a child, to construct computational models that mimic the core domains of child cognition for objects (intuitive physics), agents (intentional actors), and places (spatial navigation). The second strategy seeks to develop a service that learns from reading the Web, like a research librarian, to construct a commonsense knowledge repository capable of answering natural language and image-based questions about commonsense phenomena.
Why?
The absence of common sense prevents intelligent systems from understanding their world, behaving reasonably in unforeseen situations, communicating naturally with people, and learning from new experiences. Its absence is considered the most significant barrier between the narrowly focused AI applications of today and the more general, human-like AI systems hoped for in the future. Common sense reasoning’s obscure but pervasive nature makes it difficult to articulate and encode.
https://www.darpa.mil/program/machine-common-sense
Goal
The UI serves two user groups.
The performers (several teams of ML developers) use the UI to display the results from their tests.
The researchers use the UI to evaluate the results by reviewing the provided metrics (home), running queries (query builder), and studying the visual demonstrations (analysis).
Logo
Home Page - Graph powered results of performers
Query Builder - Search / Compare specific results
Save / Load queries created yourself and by others
Analyze - View playback of tests
Create an account
Customize user name and notifications