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About Joe Roushar

Former spy, current enterprise systems architect and entrpreneur, camper, canoeist, musician, grandparent, inventor.

About Joe Roushar

Former spy, current enterprise systems architect and entrpreneur, camper, canoeist, musician, grandparent, inventor.

About Joe Roushar

Former spy, current enterprise systems architect and entrpreneur, camper, canoeist, musician, grandparent, inventor.

About Joe Roushar

Former spy, current enterprise systems architect and entrpreneur, camper, canoeist, musician, grandparent, inventor.

About Joe Roushar

Former spy, current enterprise systems architect and entrpreneur, camper, canoeist, musician, grandparent, inventor.

About Joe Roushar

Former spy, current enterprise systems architect and entrpreneur, camper, canoeist, musician, grandparent, inventor.

About Joe Roushar

Former spy, current enterprise systems architect and entrpreneur, camper, canoeist, musician, grandparent, inventor.

About Joe Roushar

Former spy, current enterprise systems architect and entrpreneur, camper, canoeist, musician, grandparent, inventor.

About Joe Roushar

Former spy, current enterprise systems architect and entrpreneur, camper, canoeist, musician, grandparent, inventor.

About Joe Roushar

Former spy, current enterprise systems architect and entrpreneur, camper, canoeist, musician, grandparent, inventor.

19 Mar At the Edge of Possibility

Analog Meter

Does the universe of probability have boundaries? Are there physical laws that control all phenomena, or is there a mystical, capricious random power out there that is not subject to the laws of physics? Is anything impossible? Physical laws are responsible for thresholds. Let us presume, for a moment, that probability is subject to one overriding […]

19 Mar Fuzzy Logic Section Intro

Spock

Why do we find Mr. Spock, Commander Data or C3P0 so lovable? We have all known people like them: they are the ones who see the world in black and white. Spock had an excuse – he was a Vulcan who knew a lot. Computers, on the other hand, can be downright exasperating when they get […]

18 Mar Monkeys with Typewriters at the Threshold

Threshold of Possibility

Monkeys and Machines What’s wrong with the random Hamlet? When is the last time you’ve seen monkeys with typewriters? First of all, we must ask if there is anything that is perfectly random. If there is, and it is not influenced by any physical law, then the asymptotic theory of random probability is valid, and […]

15 Mar The Random Hamlet

Office Monkey

For building an automated language understanding and translation system, I believe that adding random factors to the model for “fuzzy” reasoning is needed and important. The questions are:  How do we use random factors to improve the outcomes of the process? Where do we insert random factors into the model? How do we implement random […]

14 Mar That’s so Random!

Random Hairdo

Random Probability Theory Some things are difficult to predict, and some are nearly impossible to predict. The further a thing gets from predictable, the more nearly it approaches randomness. It may seem silly to try to define chaos or randomness or anything that spends its entire existence trying to defy definition, but some of us […]

13 Mar Probability and Expectations

Statistical Probability Roulette

The sun is pretty likely to rise tomorrow – you can have confidence in that, but it is sometimes said that “there is no guarantee.” Scheduling meetings tomorrow based on the sunrise assumption is a safe bet, but there may be any number of other things that interfere with the meeting. Life is filled with […]

12 Mar Building a Concept Hierarchy

Learn Categorize Connect

Existential knowledge, our knowledge of things that exist, is hierarchical. In other words, we categorize things into classes. Objects in these classes form the content of our thoughts. We have heard about the phylogenetic tree, the “tree of life” or the system of biological classification. This is a beautiful example of a regular taxonomy (irregular might have […]

11 Mar Joe’s Theory of Everything

Atom

While my teachers explained that language is about nouns and verbs, I think language is about symbolically representing everything and communicating about anything to anyone. There are many ways to look at the milieu in which we live from the tiniest sub-atomic particle on up. One way is to look at the larger context of […]

10 Mar The Context of Knowledge

Knowledge Hierarchy

What Is Knowledge? Just like the beautifully structured organization of all things in the physical universe, there is a hierarchy or taxonomy of knowledge. The levels and organization of the hierarchy, as I see them, are shown in the illustration below. Being fascinated by the concept of context, I have decided that, in this model, “context” includes […]

08 Mar In the Middle of a Big Wide World

Physical Context Hierarchy

The guy on the previous post (Your Personal Bubble) represents your typical office worker who sees himself as part of a universal hierarchy or taxonomy, though not exactly where he’d rather be in the big wide world. Each moment, we each learn from our own vantage point. While we can learn about all physical things, from […]