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Watson IBM presentation
Addie Prince
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Transcript
IBM's Watson
Addie Prince
What is Watson?
In short, a massive supercomputer with AI abilities
Watson is a data analytics processor that uses natural language processing. This means that itanalyzes human speech for its meaning and syntax It was named after Thomas J Watson, former CEO and chairman of Computing-Tabulating-Recording Company (renamed to International Business Machines (IBM)) Mainly used as a problem solving device to answer human posed questions Like a predecessor to ChatGPT (TechBrew)
How does it work?
Compiles data from multiple sources to answer human questions Gets better over time, as it is fed more information, it's reserves of data get larger and it can more accurately respond to questions When asked a question, the first set of algorithms analyze the question and utilize data reserves to put together hundreds of possible answers From there, a different set of algorithms rank the answers and look for sources that either support or refute the answers After this, each answer is given an individual score and the highest ranking one is be the answer Watson displays Can do all of this in about 3 seconds
History of watson
2004 to 2011
Watson is developed and improved by IBM
2011
Watson went on the game show, Jeopardy, and proceeded to beat two all-time champions
2014
A focus on business
IBM launched the IBM Watson group, commercializing the supercomputer to help answer questions for business professionals
2015
Shift to healthcare
They began to focus on healthcare by creating the Watson Health business unit in order to help patients, physicians, researchers, and insurers
2016
Further developments
Waton learns eight different languages: English, French, Italian, Spanish, Portuguese, Japanese, Arabic, and Korean Announce a year long project to teach Watson how to deal with cybercrime
Applications of Watson
Online Sports
Retail
Cybersecurity
Healthcare
Finance
It is even used to analyze NFL data to help Fantasy Football players
Used to data analysis abilities to determine when it is most appropriate and what products are best to advertise to customers
Helps clients analyze cybersecurity threats faster than before
Used for cancer research (speeds up DNA analysis) Helps with diagnoses for physicians by taking patient data and identifying treatments
Uses question and answer abilities to give financial advice as well as manage finacnial risk
Overall, because of it's evergrowing data reserves and AI qualities, the possibilities for Watson are nealy endless
What went wrong?
Watson over promised and under delivered.They put so much effort and time into marketing the project, but weren’t able to follow up with actual results, especially in the healthcare field.
Sources
https://ggu.libguides.com/c.php?g=1163426&p=8493172
https://theconversation.com/from-a-deranged-provocateur-to-ibms-failed-ai-superproject-the-controversial-story-of-how-data-has-transformed-healthcare-189362#:~:text=Many%20of%20the%20elegies%20written,many%20health%20technology%20start%2Dups.
https://www.emergingtechbrew.com/stories/2023/05/12/ibm-watson-history-generative-ai
https://www.techtarget.com/searchenterpriseai/definition/IBM-Watson-supercomputer
https://www.computerworld.com/article/3129269/milestones-along-the-way-in-watsons-colorful-history.html
THANK YOU!