Will artificial intelligence reporters be conservative or liberal. This presentation covers the future of Artificial Intelligence (AI) content writers. by asking these 3 questions. Will you be able to see identify AI political agenda? Will the AI Content Writers be programed to fit conservative or liberal, points of view? Will AI Content Writers replace human reporters? Will you be able to see identify AI political agenda? Will the AI Content Writers be programed to fit conservative or liberal, points of view? Will AI Content Writers replace human reporters?

1. Will Artificial Intelligence
Reporters be
Conservative or Liberal?
Speech by Jerome J McCall II

2. “Leader in artificial
intelligence will rule the
world!”
Russian President Vladimir Putin

3. Will Artificial
Intelligence
be
Conservative
or Liberal?
Why is this a Important Question?
2018 - 2020 will be the years where Artificial Intelligence (AI) Content
Writers will be able to create convincing political articles, for us the
consumer to consume and believe.
There are many tech startups & research firms working feverishly to
be first to bring AI Content Writers to market.
Will you be able to see identify AI political agenda?
Will the AI Content Writers be programed to fit conservative or
liberal, points of view?
Will AI Content Writers replace human reporters?

4. First Lets Talk
about
AI huge
milestones
made 2017

5. First Lets Talk
about
AI huge
milestones
made 2017
DeepMind’s AlphaGo Zero taught itself how to
play Go, becoming the greatest player in history
in just 40 days
Why should you care?
1. AI Teaches its self &
other AI
2. There is a 99.7%
chance that a human
will always lose
against AI Go Player
3. Just 40 Days to
Master
4. AI no longer needs
humans to learn

6. AI Teacher AI Student
Researchers Have Created an AI System
That Teaches Itself New Languages

7. Saudi Arabia Is
First Country to Give Citizenship
to AI Robot

8. First Lets Talk
about
AI huge
milestones
made 2017
SHELLEY
“AI writes horror stories, and its somewhat
scary”

9. First Lets Talk
about
AI huge
milestones
made 2017
Sunspring
AI-written screenplay is made into a
film
Sunspring – a short science fiction
film written by artificial intelligence.

10. First Lets Talk
about
AI huge
milestones
made 2017
AI Reporters in 2017
The Washington Post’s AI reporter
has published 850 articles this year.

11. How AI Does
it Work?

12. AI
Architecture
Remember
Supervised
Unsupervised

13. AI Supervised

14. AI Supervised
Machine
Learnings
Supervised machine learning is exactly how is sounds
“supervised”.
Humans trains, the AI to handle variables (x), output
variables (y), mapping function and process data sets.
Humans are the teachers and supervising the AI learning
process.
Humans verify or improve AI algorithm learning dataset
until the desire result is reached.

15. AI Supervised
Machine
Learnings
Example:
Research Firms:
Wants its AI reporter to create
political conservative articles.
Program Variables:
1. Identify what is a conservative?
2. What is conservative writing style?
3. Identify who is the audience?
4. Identify parameters for success
Gathering Dataset
Define source for datasets

16. AI Supervised
Machine
Learnings
Translation:
Research Firms:
Wants its AI reporter to create political conservative articles will the following
parameters.
Program Variables:
1. Conservative values generally believe in personal responsibility, limited
government, free markets, individual liberty, traditional American values and a
strong national defense.
2. Using censors words ("AP Stylebook Guidelines") as in "pro-life," "migrant,"
"refugee," "Islamist" and "Illegal immigrant" and "undocumented" "terrorist.“
3. Track users interacting (mouse scrolling, cookies) with AI reporter article.
4. Successfully: Users stay on the longer site, and shares the article on their social
media platforms.

17. AI
Unsupervised
Machine
Learnings
Unsupervised machine learning is exactly how is sounds
“unsupervised”.
Algorithms are let loose on a unlabeled data set and expected to
learn something useful from it, analysis and create.
Humans do not teach nor supervise the AI learning process.

18. AI
Unsupervised
Machine
Learnings
AI Unsupervised Approach:
Research Firms:
Wants its AI reporter to create political articles.
Program Variables:
1. Create Articles
Machine Learning Algorithm:
• K-means Clustering
• Neural Networks
• Hebbian Learning
• Generative Adversarial Networks.
Unlabeled Dataset:
Search the Web

19. AI
Unsupervised
Machine
Learnings
Example 2:
Research Firms:
Wants its AI reporter to create political article for national defense
budget recommendations.
Program Variables:
1. Political articles for national defense budget?
Unlabeled Dataset
Search the Web
Outcome:
AI reporter creates political articles for national defense budget using,
machine learning algorithms.
Humans will not no the outcome until the AI reporter article is
complete.

20. Will Artificial
Intelligence
be
Conservative
or Liberal?
Will the AI Content Writers be programed to fit conservative or
liberal, points of view?
Answers:
If the AI algorithms are set to supervise machine learning the
outcome will be solely based on the data sets for collection.
Meaning; if the data set to be supervised algorithm only included
liberal values, liberal media outlets, liberal authors, reporters, and
bloggers the outcome would surely be liberal written content.
Answers:
If the AI algorithms were using an unsupervised machine learning
techniques; the AI would be able to collect an analyze the data to
produce reports solely based on its own ideas.
Meaning; we will not know if you AI content writer will be liberal or
conservative until we see and read the language that it has produced.

21. Will AI
Content
Writers
replace
Human
Reporters?
Will AI Content Writers replace Human Reporters?
I think this is a bigger question, within the next five years an AI content
writer could write a New York Times bestseller. (If so what does that mean?)
AI content writers will have a significant advantage they will be able to
consume every piece of English literature that has been ever written (in
a digital format). AI content writers would be able to review all English
literature patterns hundreds of thousands of times a month.
AI content writers will also be able to publish content incredibly fast
thousands of articles an hour.
Stage One:
In my opinion; yes AI content writers in the near future, will first work
side-by-side with humans and we will use it as a tool to meet the high
demands for publishing content.
Stage Two
The long-term, human content creators workforce will be dramatically
reduced or replaced by AI content creators.

22. Sources
Sources:
Policies
https://www.apstylebook.com/
http://wjla.com/news/nation-world/journalist-accuses-ap-of-censoring-conservative-words-in-stylebook
AI Research
• http://blog.wibbitz.com/infographic-ai-content-creation-landscape
• https://www.researchgate.net/figure/232914399_fig2_FIGURE-82-Schematic-diagram-of-classification-of-AI
• https://hackernoon.com/jump-start-to-artificial-intelligence-f6eb30d624ec
• https://www.mathworks.com/discovery/unsupervised-learning.html
• https://en.wikipedia.org/wiki/Unsupervised_learning
• https://en.wikipedia.org/wiki/Artificial_neural_network
• https://www.forbes.com/sites/bernardmarr/2017/03/16/supervised-v-unsupervised-machine-learning-whats-the-
difference/#24c1d249485d
• https://www.forbes.com/sites/bernardmarr/2017/03/16/supervised-v-unsupervised-machine-learning-whats-the-
difference/#76c7821f485d
• https://www.neotalogic.com/2016/01/22/bloomberg-bna-features-neota-logic-automating-legal-advice-ai-and-expert-
systems/
Videos
MIT OpenCourseWare
https://www.youtube.com/watch?v=h0e2HAPTGF4
Stanford Graduate School of Business
https://www.youtube.com/watch?v=21EiKfQYZXc
The Artificial Intelligence Channel
https://www.youtube.com/watch?v=YvEIEXE_NL0
SciShow
https://www.youtube.com/watch?v=v36OO-vZTQk

23. Will Artificial Intelligence Reporters be Conservative or Liberal?
About the Speaker
Jerome J McCall
A motivational speaker, passionate about mentoring the next
generation leading in tech; spreading and promoting dignity,
zeal, and love for humanity to the world to motivate others his
through creative speeches.
Book me for your event.
Email: jmccall12345@gmail.com