Pay Attention
September 21, 2018
The interplay of Reasoning’s Attention and the emphasis Recognition surfaces in Context is fertile ground for research. [This post is a bit more speculative than
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Taking Advantage of Text for Modeling
August 29, 2018
Recently, Steve Gallant spoke at MinneAnalytics here in Boston regarding use of text in healthcare, financial services, and other modeling. Here are his slides.
Bring Down the Noise; Bring in Da Funk
August 28, 2018
In our architecture, there is a strong interface between Refinement and Recognition. It’s a Representation of the input data that we assume to be: Noise-reduced
Stones and Bricks Yield to Steel and Concrete
August 21, 2018
When they proved too brittle and expensive to scale for large buildings, stone and masonry were supplanted by steel and concrete. Natural Language Processing (NLP) faces
An Accurate Assessment
June 15, 2018
Measuring the quality of a model’s output is difficult, as the definition of ‘accuracy’ is often determined by the use case, and any metric will
A Bit of Context
June 7, 2018
I am somewhat fascinated by the interface between Recognition and Reasoning, what we label as Context. What does a “Context” look like? What information does
Four R’s of AI
May 31, 2018
Retrieval, Refinement, Recognition, Reasoning A new framework in AI architecture, with some practical conclusions Analyzing Artificial Intelligence (AI) is difficult: there are a lot of