ChatGPT: From a BS machine to a knowledge learner.
In this one-hour session, we will delve into the capabilities and limitations of GPT-3 (the model at the core of ChatGPT) and its evolution from a "BS'ing machine" to a knowledge learner. Using a simple metaphor, we will explain how GPT-3 works and how it can be taught through retraining the model or integrating a corpus of "facts." Using a couple of historical metaphors, we will offer some clues as to how the tools used in building large language models, such as content management systems, may evolve.
We will showcase several examples of GPT-3-based applications, including a historical society chatbot, a narrow domain expert chatbot, and the cognitive re-engineering of business processes, to illustrate the integration of "facts" into GPT-3. The architecture and findings of each example will be discussed.
Additionally, we will offer some prerequisites for conducting experiments and building applications within a domain using GPT-3, such as a machine-readable text corpus, a self-contained domain, and minimal resources such as Python and a small budget.
Towards the end of the session, we will engage in a group discussion about potential applications of GPT-3 in different fields and explore opportunities for hypothecated domains. Attendees will leave the talk with a deeper understanding of GPT-3 and its potential implications in various domains.
Date and Time
Location
Hosts
Registration
- Date: 18 Apr 2023
- Time: 05:30 PM to 07:30 PM
- All times are (UTC-10:00) Hawaii
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- 643 Ilalo Street
- Honolulu, Hawaii
- United States 96813
- Building: Entrepreneurs Sandbox
- Room Number: PurpleBox
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Special thanks to the Sandbox, HTDC, and BoxJelly for sponsoring the room to accommodate our meeting.
- Co-sponsored by Entrepreneurs Sandbox, HTDC and Boxjelly
- Starts 17 March 2023 01:01 AM
- Ends 17 April 2023 11:55 PM
- All times are (UTC-10:00) Hawaii
- No Admission Charge
Speakers
John F. Pries of Audibilities, LLC
Chat-GPT: From a BS machine to a knowledge learner.
Biography:
John is an accomplished technology executive with over forty years of experience in integrating cutting-edge technologies into complex problems across various domains. He graduated from MIT with a degree in Electrical Engineering and Computer Science and has since worked on a wide range of projects, including compiler development for NASA, decision support systems for large corporate strategy development, system architectures for high-volume transaction processing for large financial institutions, and data mining around supply chains.
As a former Partner at McKinsey & Co., John was a leader in the Information Technology Practice, focusing on technology architecture, strategy, and governance for global financial institutions. He also co-founded the Mitchel Madison Group, where he helped grow the firm to over 750 professionals and $200 million in annual fees before its sale. John's executive experience also includes serving as the Executive Partner for the North-Central US region of USWeb/CKS.
In recent years, John's focus has been on using AI, particularly CNNs, and large language models. He currently runs Audibilities, LLC, where he continues to explore disruptive technologies and develop innovative applications.
Address:Sandwich, New Hampshire, United States
Agenda
1 hour, Remote, live presentation, Q&A, and refreshments.