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GPT-3: The Hype, Accolades and Misnomers

GPT-3: The Hype, Accolades and Misnomers

by Russ Couturier | Aug 4, 2020 | Artificial Intelligence

There has been much ado about OpenAI’s new GPT-3 model architecture and rightfully so. It is impressive to say the least. GPT-3 is an autoregressive language model that uses deep learning to produce human-like text. In a nutshell, GPT-3 is a promising exercise in the...
NLP Practitioners: Are You Building a Ship or Just Chopping Wood?

NLP Practitioners: Are You Building a Ship or Just Chopping Wood?

by Russ Couturier | Jul 27, 2020 | Artificial Intelligence

The Vikings ruled the seas from 793–1066 AD with their now-famous long and durable ships.  Their exceptional sailing and navigational skills made them a dominant force that changed the course of European history. But it was their technology and ship building mastery...
Natural Language: Pavlov or Piaget?

Natural Language: Pavlov or Piaget?

by Russ Couturier | Jul 7, 2020 | Artificial Intelligence

Piaget Is Based on Building Blocks, While Pavlov Is More of a Response   There are two approaches when it comes to using artificial intelligence (AI) to understand or interpret human language, and they can be explained based upon the cognitive theories of Russian...
Overcoming the Pitfalls of Machine Learning with GLO

Overcoming the Pitfalls of Machine Learning with GLO

by Russ Couturier | Nov 15, 2019 | Artificial Intelligence

By: Christopher Stephenson and Dr. Russ Couturier Back in January many business analysts and data science pundits proclaimed 2019 would be the year that artificial intelligence went mainstream. And currently, all indicators appear to support this assertion. But as...
Overcoming the Limits of Machine Learning

Overcoming the Limits of Machine Learning

by Russ Couturier | May 31, 2019 | Human-Augmented Intelligence, Machine Learning

Machine learning (ML) has been overhyped and has generally under-delivered. In fact, I would argue that the term itself is a misnomer. A more accurate name might be machine classification or machine filtering because what the technology actually does is label buckets...

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