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29 Jan Will Computers Ever Understand Me?

By: Joe Roushar – January 2020 I think I understand Ideas of devices becoming sentient need not be frightening. Thinking and being seem to be tightly bound: Je pense, donc je suis (Descartes 1628). Some have riffed on René’s theme to suggest the idea that sentience is defined by symbolic thought and expression (language), but […]

27 Dec [Samit 2015]

21 May What it Means to Be, and Why AI Needs to Know

Semantic Primitives

Joe Roushar – May 2018 I relate, therefor I am Interaction between humans is intricate, intimate and beautiful. Good conversations are like dances and can leave one feeling fulfilled and whole. I have long wanted to build a system that can verbally dance with you. Even longer, one to rapidly translate what you say with […]

22 Jun [Hockney 1988]

21 Jun [McChrystal 2015]

30 Nov Architecting Meaningful Relationships

meaningful-relationships

Joe Roushar – November 2016 Getting the Knowledge Out How do you know — anything? Chemicals and electrical impulses splash around in the brain, and voila: we understand the meaning of life, the universe and everything. We have looked at how synapses connect neurons, and how taxonomical and other associations connect concepts, but is it […]

05 Sep Fuzzy Idea Wars in Always Never Land

Fuzzy Brain

Joe Roushar – September 2015 Trusted Rx How should a digital device answer a “Should I…” question? “Should I put on my left shoe first, or my right?” “Should I take the alternate route to avoid traffic? “Should I get a more fuel-efficient automobile?” “That stock price is lower, so should I buy now, or is […]

14 Jan Segregating Layers of Intelligence

Layer Cake

Layered Architectures Layers appear regularly in my blog, whether it’s layers of the brain, layers of processing nodes in artificial neural networks or layers in systems architectures. Layering embodies important patterns in the inexorable move toward a knowledge economy with knowledge systems. In today’s post, I’m going to talk about what layering brings to enterprise […]

05 Jan Another Great Year in Cyberspace

Digital Flight Paths

2015 promises to be a good one. Going into the year we see massive progress in the “big data” movement ushering in unparalleled convergence of structured and unstructured content. I am seeing more model-based solutions, and broader use of semantics and ontologies in enterprise solutions. Mobile apps are getting smarter all the time with time […]

29 Dec Unhuman Expertise

Expert System Architecture with Common Sense

Artificial Intelligence has suffered from a persistent scale problem: up to now, many techniques have been shown to work well and reliably in narrowly defined domains, but outside the domains of their expertise, they fall apart very quickly. No techniques of which I am aware, have exhibited common sense in the way we expect humans […]