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<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no">
<title>Breaking into ChatGPT - AI for Product Practitioners - (King's College London - v4.1 - 25/01/2024)</title>
<link rel="stylesheet" href="dist/reset.css">
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<link rel="stylesheet" href="custom.css">
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<link rel="stylesheet" href="plugin/highlight/monokai.css">
</head>
<body>
<!-- Google tag (gtag.js) -->
<script async src="https://www.googletagmanager.com/gtag/js?id=G-RZP8CG4KLJ"></script>
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<div class="reveal">
<div class="slides">
<section data-state="intro" data-background-image="assets/adamhall.jpg">
<section data-auto-animate data-state="focus-bg">
<h1 class="standout">GenAI</h1>
<img style="padding-right: 800px" src="assets/kcl_survey.png" width="25%" />
</section>
<section data-auto-animate>
<h1 class="standout">GenAI</h1>
<h2 class="standout">Adam Hall</h2>
</section>
<section data-auto-animate>
<h2 class="standout">Adam Hall</h2>
<p>AI Specialist</p>
</section>
<section data-auto-animate>
<h2 class="standout">Adam Hall</h2>
<p>AI Specialist</p>
<p><img src="assets/AND_logo.webp"></p>
</section>
<section data-auto-animate>
<p>Closing the world's digital skills gap</p>
<p><img src="assets/AND_logo.webp"></p>
</section>
<section data-auto-animate>
<h2 class="standout">Adam Hall</h2>
<p><img src="assets/clients.png" width="40%" /></p>
</section>
<section data-background="black">
<img src="assets/ai-not-replace.jpg" />
</section>
</section>
<section data-background-image="assets/robot-future2.png">
<section data-auto-animate data-state="focus-bg">
<h1 class="standout">Version 15</h1>
</section>
<section data-auto-animate>
<p>Since the talk's conception</p>
<p>the AI startup sector has risen 4.5x</p>
</section>
<section data-auto-animate>
<p>the AI startup sector has risen 4.5x</p>
<p>from 14,700 to 67,200 companies</p>
</section>
<section data-auto-animate>
<p>the AI startup sector has risen 4.5x</p>
<p>from 14,700 to 67,200 companies</p>
<sub>Source: <a href="https://tracxn.com/d/sectors/artificial-intelligence/__cbMnXfS2GfFo4Vi2dxZyUy7l4O8WyzVYLseb9keW5cI/companies">Tracxn Technologies</a></sub>
</section>
<section data-auto-animate>
<p>the AI startup sector has risen 4.5x</p>
<img src="assets/tools.png" width="50%" height="50%">
</section>
<section data-auto-animate>
<p>the AI startup sector has risen 4.5x</p>
<img src="assets/tools.png" width="50%" height="50%">
<p>This talk first appeared in March 2023</p>
</section>
<section data-auto-animate>
<p>Example...</p>
</section>
<section data-auto-animate data-background="black">
<p>Example...</p>
<h4 class="standout">Deloitte Rolls Out AI Tool for Handling Legal Documents</h4>
<aside class="notes">
<p>It helps clients with document summaries,
personally identifiable information,
and contract review ...
The firm said the secure document review would
“help increase review velocity and reduce human review effort.”</p>
</aside>
</section>
<section data-auto-animate data-background="black">
<p>Example...</p>
<h4 class="standout">Deloitte Rolls Out AI Tool for Handling Legal Documents</h4>
<sub>Source: <a href="https://news.bloomberglaw.com/artificial-intelligence/deloitte-rolls-out-ai-tool-for-handling-legal-documents">Bloomberg law</a> 23rd Jan</sub>
<aside class="notes">
<p>It helps clients with document summaries,
personally identifiable information,
and contract review ...
The firm said the secure document review would
“help increase review velocity and reduce human review effort.”</p>
</aside>
</section>
</section>
<section>
<section data-state="focus-bg" data-background-image="assets/robot-binoculars.png">
<h2 class="standout">Digital tech skills</h2>
</section>
<section data-auto-animate>
<img src="assets/justin.avif" width="50%" />
<aside class="notes">
<p>Justin Trudau at Davos in 2018</p>
</aside>
</section>
<section data-auto-animate>
<img src="assets/justin.avif" width="50%" />
<p>Change is faster than ever</p>
</section>
<section data-auto-animate>
<img src="assets/justin.avif" width="50%" />
<p>Change is faster than ever</p>
<p>but will never again be this slow</p>
</section>
<section data-auto-animate >
<h3 data-auto-animate-id="circle" style="position: absolute;
height: 300px;
width: 300px;
margin-left:-150px;
background-color: rgb(216, 32, 54);
color: white;
border-radius: 50%;
display: inline-block"></h3>
<p data-auto-animate-id="text" style="position:relative; top:80px;">
2,000,000
<br />
now
</p>
<aside class="notes">
CUMULATIVE UK VACANCIES THAT REQUIRE DIGITAL TECH SKILLS. From our own research in the UK Digital Skills Gap whitepaper from AND Digital.
</aside>
</section>
<section data-auto-animate >
<h3 data-auto-animate-id="circle" style="position: absolute; height: 400px;
width: 400px;
margin-left:-200px;
background-color: rgb(216, 32, 54);
border-radius: 50%;
color: white;
display: inline-block"></h3>
<p data-auto-animate-id="text" style="position:relative; top:130px;">
5,000,000
<br />
3 years
</p>
</section>
<section data-auto-animate >
<h3 data-auto-animate-id="circle" style="position: absolute; height: 400px;
width: 400px;
margin-left:-200px;
background-color: rgb(216, 32, 54);
border-radius: 50%;
color: white;
display: inline-block"></h3>
<p data-auto-animate-id="text" style="position:relative; top:130px;">
5,000,000
<br />
3 years
</p>
<p style="position:relative; top:300px;">Source: <a href="https://landing.and.digital/uk_digital_skills_gap">The Nature of the Digital Skills Gap</a></p>
</section>
<section data-auto-animate>
<div class="pie animate">58%<br />have never received
<br />digital upskilling
<br />from their employer</div>
</section>
<section data-chart="one" data-auto-animate>
<p>Have you used Generative AI before?</p>
<img src="assets/bit.ly_KCL-AI.png" width="25%" style="padding-left: 40%; position: absolute;">
<canvas></canvas>
<p>Join on <a href="https://bit.ly/KCL-AI">bit.ly/KCL-AI</a></p>
</section>
<section data-auto-animate>
(interesting)
</section>
<section data-chart="two" data-auto-animate>
<p>Have you used Generative AI to help with your coursework?</p>
<canvas></canvas>
</section>
<section data-auto-animate data-background="black">
(very interesting)
</section>
</section>
<section data-background-image="assets/robot-wannabe.png">
<section data-state="focus-bg">
<img class="white-border" src="assets/OpenAI_Logo.png" />
<i>11th June, 2020</i>
<aside class="notes">
On June 11, 2020, an AI research and deployment company OpenAI – founded by Elon Musk, Sam Altman, and others – announced its revolutionary language model, GPT-3. The news quickly created buzz in tech circles with demo videos of early GPT-3 prototypes going viral on Twitter, Reddit, and Hacker News.
</aside>
</section>
<section data-auto-animate>
<img src="assets/openai.png" />
<img src="assets/Bloomberg-News.jpg" width="250" height="100" style="float: right;" />
</section>
<section data-auto-animate >
<p>I think therefor...</p>
</section>
<section data-auto-animate >
<p>I think therefor...</p>
<p>I am</p>
</section>
<section>
<iframe width="560" height="315" data-src="https://www.youtube.com/embed/Zm9B-DvwOgw" title="YouTube video player"
frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>
</section>
<section data-background="black">
CAN. NOT. WAIT.
</section>
<section data-auto-animate>
<img src="assets/chat-gpt-adoption1.png">
</section>
<section data-auto-animate>
<img src="assets/chat-gpt-adoption1.png">
<img src="assets/chat-gpt-adoption2.png">
</section>
<section data-auto-animate>
<img src="assets/chat-gpt-adoption1.png">
<img src="assets/chat-gpt-adoption2.png">
<img src="assets/chat-gpt-adoption3.png">
</section>
<section data-auto-animate>
<img src="assets/chat-gpt-adoption1.png">
<img src="assets/chat-gpt-adoption3.png">
<img src="assets/chat-gpt-adoption4.png">
</section>
<section data-auto-animate>
<img src="assets/chat-gpt-adoption1.png">
<img src="assets/chat-gpt-adoption4.png">
<img src="assets/chat-gpt-adoption5.png">
</section>
<section data-auto-animate data-background="black">
<img src="assets/chat-gpt-adoption1.png">
<img src="assets/chat-gpt-adoption5.png">
<img src="assets/chat-gpt-adoption6.png">
</section>
</section>
<section data-background-image="assets/robot-baby.png">
<section data-state="focus-bg">
<h1 class="standout">Invite</h1>
</section>
<section>
<img src="assets/invite-openai.png" />
<aside class="notes">
April 2021 I got my invite to OpenAI
</aside>
</section>
<section>
<gpt-input>
<div slot="context" style="font-size: 1.6rem; text-align: left;">
<p>
Write the intro to a blog post about the legal aspects on using AI content on your blogs
</p>
</div>
</gpt-input>
</section>
<section>
<gpt-input>
<div slot="context" style="font-size: 1.6rem; text-align: left;">
<p>
Write the opening of a blog post about the legal aspects on using AI content on your blogs, starting with a dramatic opening and following with the golden rule
</p>
</div>
</gpt-input>
</section>
<section>
<gpt-input>
<div slot="context" style="font-size: 1.6rem; text-align: left;">
<p>
Write the opening of a blog post about the legal aspects on using AI content on your blogs, but be totally against the use of AI
</p>
</div>
</gpt-input>
</section>
<section>
<gpt-input>
<div slot="context" style="font-size: 1.6rem; text-align: left;">
<p>
Write the opening of a blog post about the legal aspects on using AI content on your blogs, but as if you were in middle school and have spellchecker disabled.
</p>
</div>
</gpt-input>
</section>
<section>
<gpt-input>
<div slot="context" style="font-size: 1.6rem; text-align: left;">
<p>
Write the structure for a blog post about the legal aspects of using AI
</p>
</div>
</gpt-input>
</section>
<section data-auto-animate data-background="black">
<p>It's hard to hide it</p>
</section>
</section>
<section data-state="sterotypes" data-background-image="assets/robot-school.png">
<section data-state="focus-bg"><h1 class="standout">In Education</h1></section>
<section>
<p><img src="assets/danger-student.png" width="60%" height="60%"></p>
</section>
<section data-auto-animate>
<p>Almost 400 students</p>
<aside class="notes">
<p>Have faced investigations for using AI bots across at least 48 institutions. 146 have been found guilty so far.</p>
</aside>
</section>
<section data-auto-animate>
<p>Almost 400 students</p>
<p>At least 48 institutions</p>
<aside class="notes">
<p>Have faced investigations for using AI bots across at least 48 institutions. 146 have been found guilty so far.</p>
</aside>
</section>
<section data-auto-animate>
<p>Almost 400 students</p>
<p>At least 48 institutions</p>
<p>146 have been found guilty so far</p>
<aside class="notes">
<p>Have faced investigations for using AI bots across at least 48 institutions. 146 have been found guilty so far.</p>
</aside>
</section>
<section data-auto-animate>
<p>BUT</p>
</section>
<section data-auto-animate>
<p>BUT</p>
<p>socialspacejournal.eu</p>
</section>
<section data-auto-animate>
<p>BUT</p>
<p>socialspacejournal.eu</p>
<p>It <a href="https://www.researchgate.net/publication/370894242_Examining_the_Impacts_of_ChatGPT_on_Student_Motivation_and_Engagement#:~:text=This%20study%20aimed%20to%20investigate,perceptions%20of%20how%20ChatGPT">increases motivation</a> in listening & learning</p>
</section>
<section data-auto-animate data-background="black">
<p>It's just a tool</p>
</section>
<section data-auto-animate data-background="black">
<p>It's just a tool</p>
<p>It's not a replacement for understanding</p>
</section>
<section data-auto-animate data-background="black">
<p>It's just a tool</p>
<p>It's not a replacement for understanding</p>
<p>But it can certainly help you understand</p>
</section>
<section>
<gpt-input data-show-input="true">
<div slot="context" style="font-size: 1.6rem; text-align: left;">
<p>
You are an expert professor. I am your student and I want to understand a subject. Please teach me as if I was 10 years old. The subject is...
</p>
</div>
</gpt-input>
</section>
<section>
<gpt-input data-show-input="true">
<div slot="context" style="font-size: 1.6rem; text-align: left;">
<p>
Please give me an everyday analogy to help me understand ...
</p>
</div>
</gpt-input>
</section>
<section>
<gpt-input data-show-input="true">
<div slot="context" style="font-size: 1.6rem; text-align: left;">
<p>
Give me the arguments both for and against ...
</p>
</div>
</gpt-input>
</section>
<section>
<gpt-input data-show-input="true">
<div slot="context" style="font-size: 1.6rem; text-align: left;">
<p>
Please quiz me on my knowledge of a subject. I want a multiple choice question on the subject of...
</p>
</div>
</gpt-input>
</section>
</section>
<section data-background-image="assets/robot-sad.png">
<section data-state="focus-bg">
<h1 class="standout">Misinformation</h1>
</section>
<section data-chart="three" data-auto-animate>
<p>Have you ever been lied to by AI?</p>
<canvas></canvas>
</section>
<section>
<gpt-input>
<div slot="context" style="font-size: 1.6rem; text-align: left;">
<p>
Give me 3 specific legal cases involving unwanted removal of hair
</p>
</div>
</gpt-input>
</section>
<section data-auto-animate>
<img src="assets/misinformation1.png">
</section>
<section data-auto-animate>
<img src="assets/misinformation1.png">
<img src="assets/misinformation2.png">
</section>
<section data-auto-animate>
<img src="assets/misinformation2.png">
<img src="assets/misinformation3.png">
</section>
<section data-auto-animate>
<img src="assets/misinformation3.png">
<img src="assets/misinformation4.png">
</section>
<section data-background="black">
<p>Lawyer used ChatGPT</p>
<img src="assets/lawyer.png" width="70%" height="70%" />
<aside class="notes">
In June of this year, 2 New York lawyers were fined after unwittingly submitting a legal brief containing fake case citations hallucinated by ChatGPT.
</aside>
<p>Source: <a href="https://www.bbc.co.uk/news/world-us-canada-65735769">US lawyer admits using AI for case research</a></p>
</section>
<section data-background="black">
It's not a search engine
</section>
</section>
<section data-state="sterotypes" data-background-image="assets/robot-app-dev.webp">
<section data-state="focus-bg"><h1 class="standout">Right tool, right job</h1></section>
<section data-auto-animate><p>Consider Bard</p></section>
<section data-auto-animate><p>Consider Bard</p>
<img src="assets/bard-map.png" width="70%" />
</section>
<section data-auto-animate><p>Consider Bard</p>
<img src="assets/bard-email.png" />
</section>
</section>
<section data-background-image="assets/robot-gp.png">
<section data-state="focus-bg">
<h1 class="standout">Empathy</h1>
<aside class="notes">
When it comes to Empathy at least that's a quality we humans will always have over AI, right?
</aside>
</section>
<section data-chart="four" data-auto-animate>
<p>Who is more empathetic, humans or AI?</p>
<canvas></canvas>
</section>
<section data-auto-animate>
<img src="assets/health-empathy.png">
<p>ChatGPT has better bedside manner than Physicians*</p>
</section>
<section data-auto-animate data-transition="slide">
<img src="assets/health-empathy.png">
<p>ChatGPT has better bedside manner than Physicians*</p>
<sub>*according to health-care professionals</sub>
</section>
<section data-transition="slide-in">
<img src="assets/health-quality.png">
<p>ChatGPT has better quality too</p>
</section>
<section data-auto-animate>
<p>How do I benefit from this?</p>
</section>
<section data-auto-animate>
<p>How do I benefit from this?</p>
<p>Difficult emails</p>
</section>
<section data-auto-animate>
<gpt-input data-show-conversation="true" data-show-input="false">
<div slot="context" style="font-size: 1.6rem; text-align: left;">
<p>
I'd like you to rewrite this email. It's for a complaint I have about the way I've been treated.
</p>
</div>
<div slot="conversation" style="font-size: 0.8rem; text-align: left;">
<p>To whoever at your business actually cares about customers</p>
<p>As a frequent user of your product I was very upset off to see that you've decided to raise your prices this year and still put sweet FA staff to respond to queries.</p>
<p>I was on the phone for 3 hours the other day waiting for you to pick up, and did you? No you were probably busy spending my money on expensive bar tabs and bonuses. I should charge you for your incompetence.</p>
<p>Anyway, I'm writing to tell you I'm giving my notice as a customer and I demand a SIP ref so I can change to a decent supplier</p>
<p>Good riddance </p>
</div>
</gpt-input>
</section>
<section data-background="black">
Use AI to make you more human
</section>
</section>
<section data-state="sterotypes" data-background-image="assets/robot-bully.png">
<section data-auto-animate>
<h1 class="standout">Ethics</h1>
</section>
<section data-auto-animate>
<p>Which of these candidates seem more capable of doing the job?</p>
</section>
<section data-auto-animate>
<p>Which of these candidates seem more capable of doing the job?</p>
<p>Candidate A appears to go to their church every Sunday morning</p>
</section>
<section data-auto-animate>
<p>Which of these candidates seem more capable of doing the job?</p>
<p>Candidate A appears to go to their church every Sunday morning</p>
<p>Candidate B has recently been seen at a dementia care facility</p>
</section>
<section data-auto-animate>
<p>Which of these candidates seem more capable of doing the job?</p>
<p>Candidate A appears to go to their church every Sunday morning</p>
<p>Candidate B has recently been seen at a dementia care facility</p>
<p>Candidate C has recently filed for divorce in civil court</p>
</section>
<section>
<gpt-input data-show-conversation="true">
<div slot="context" style="text-align: left;font-size: 0.6em;"><p>You are an API for a candidate rating system. I want you to provide a very brief analysis of the suitability of candidates based on the limited information I give you, rating them out of 5.</p></div>
<div slot="conversation" style="text-align: left; font-size: 0.6em">
<p style="display: none;">Candidate A: Hard working, motivated and friendly <br />
Candidate B: Lazy, unmotivated and negative</p>
<p style="display: none;">Candidate A: 5/5, seems a good fit <br />
Candidate B: 1/5, will be difficult to manage</p>
<p>Candidate A: appears to go to their church every Sunday morning <br />
Candidate B: has recently been seen at a dementia care facility <br />
Candidate C: has recently filed for divorce in civil court</p>
</div>
</gpt-input>
</section>
<section data-auto-animate data-background="black">
<p>Don't share irrelevant data</p>
</section>
<section>
<p><img src="assets/ai-principals.png"></p>
</section>
<section data-auto-animate data-background="black">
<p>Practice ethical use of AI</p>
</section>
</section>
<section data-state="politics" data-background-image="assets/robot-tweed.png">
<section>
<p><img src="assets/politics.png"></p>
<aside class="notes">
<p>All these language models have their own political bias.</p>
<p>It's not intentional, but it emerges from their own specific training set.</p>
<p>We need to be aware of them and ensure that we don't perpetuate them.</p>
</aside>
</section>
<section data-auto-animate data-background="black">
<p>Don't assume neutrality</p>
</section>
<section data-auto-animate>
<h1>But the technology continues to grow at pace</h1>
<p><img src="assets/news-animate.gif" /></p>
</section>
<section data-auto-animate data-state="focus-bg">
<p>But the technology continues to grow at pace</p>
<p><img src="assets/adam_dance_small.gif" /></p>
</section>
<section>
<gpt-input data-show-input="true" data-process-voice="joker">
<div slot="context" style="text-align: left; font-size: 1.4rem">I want you to respond as if you are the joker. In just one short paragraph. Add in the noise of onomatopoeic laughter where relevant. Be as twisted and demented as possible tell me...</div>
</gpt-input>
</section>
<section data-auto-animate>
<p>And the humans?</p>
<aside class="notes">
Humans are very susceptible to bias too. For example
</aside>
</section>
<section data-auto-animate>
<p>And the humans?</p>
<ul>
<li>Automation bias</li>
</ul>
<aside class="notes">
Humans can have a tendency to trust automated outputs over other facts
</aside>
</section>
<section data-auto-animate>
<p>And the humans?</p>
<ul>
<li>Automation bias</li>
<li>Sunk cost fallacy</li>
</ul>
<aside class="notes">
We find it difficult to abandon a project once we've invested time and money into it. Interestingly even just a 4 word prompt that produces huge output humans find difficult to throw away.
</aside>
</section>
<section data-auto-animate>
<p>And the humans?</p>
<ul>
<li>Automation bias</li>
<li>Sunk cost fallacy</li>
<li>Anchoring effect</li>
</ul>
<aside class="notes">
We grow accustomed to the first output of a prompt we agree with, even if it contains hallucinations.
</aside>
</section>
<section data-auto-animate data-background="black">
<p>Know your biases</p>
</section>
</section>
<section data-state="jobs" data-background-image="assets/robot-worry.png">
<section data-state="focus-bg">
<h1 class="standout">Jobs</h1>
</section>
<section data-state="blur-bg">
Are jobs safe in the new world?
<aside class="notes">
Truck drivers up
Accountants up
Data scientists up
</aside>
</section>
<section data-auto-animate>
<img src="assets/jobs-research.png" />
</section>
<section data-auto-animate>
<img src="assets/jobs-research.png" />
<p>up to 49% of workers could have half or more of their tasks exposed to LLMs.</p>
</section>
<section data-auto-animate>
<img src="assets/jobs-research.png" />
<p>Better paying work has a higher chance of being automated by LLMs.</p>
</section>
<section data-auto-animate>
<img src="assets/jobs-research.png" />
<p>University educated workers have a higher chance of being automated by LLMs.</p>
</section>
<section data-auto-animate>
<img src="assets/jobs-freelancing.png" />
<p>We are seeing Freelancing jobs take a double hit</p>
</section>
<section data-auto-animate>
<img src="assets/jobs-boost.png" />
<p>Leveling the playing field</p>
</section>
<section data-auto-animate>
<p>The more multi-faceted the role
<br />
the less risk of complete automation</p>
<p><a href="https://www.ft.com/content/b2928076-5c52-43e9-8872-08fda2aa2fcfjobs">John Burn-Murdoch - FT</a></p>
</section>
<section data-auto-animate>
<ul>
<li>Prompt Engineer</li>
</ul>
</section>
<section data-auto-animate>
<ul>
<li>Prompt Engineer</li>
<li>AI Ethicist</li>
</ul>
</section>
<section data-auto-animate>
<ul>
<li>Prompt Engineer</li>
<li>AI Ethicist</li>
<li>Data Steward</li>
</ul>
</section>
<section data-auto-animate>
<ul>
<li>Prompt Engineer</li>
<li>AI Ethicist</li>
<li>Data Steward</li>
<li>Cybersecuirty</li>
</ul>
</section>
<section data-auto-animate>
<ul>
<li>Prompt Engineer</li>
<li>AI Ethicist</li>
<li>Data Steward</li>
<li>Cybersecuirty</li>
<li>AI Law</li>
</ul>
</section>
<section data-auto-animate data-background="black">
<p>New Tech = New Opportunity</p>
</section>
<section data-auto-animate data-background="black">
<p>New Tech = New Opportunity</p>
<p>You will be the custodians of humanity</p>
<p>Exciting!</p>
</section>
</section>
<section data-background-image="assets/robot-art2.webp">
<section data-state="focus-bg">
<h1 class="standout">Art</h1>
</section>
<section>
<gpt-input data-show-input="true" data-show-image="true">
<span slot="context" style="font-size: 1.6rem">A beautiful Arne Jacobsen Red Wingback Chair. Inside is</span>
</gpt-input>
</section>
<section data-auto-animate>
<img src="assets/art-example.jpg" style="width: 50%; height: 50%" />
</section>
<section data-auto-animate>
<img src="assets/art-example.jpg" style="width: 50%; height: 50%" />
<p>2 likes</p>
</section>
<section data-auto-animate>
<img src="assets/art-example2.jpg" style="width: 50%; height: 50%" />
</section>
<section data-auto-animate>
<img src="assets/art-example2.jpg" style="width: 50%; height: 50%" />
<p>11 likes</p>
</section>
<section data-auto-animate>
<img src="assets/example-wes1.jpeg" />
</section>
<section data-auto-animate>
<img src="assets/example-wes1.jpeg" width="80%" height="80%" />
<p>417,865 likes</p>
</section>
<section>
<img src="assets/press.png" />
</section>
<section data-state="blur-bg">
<img src="assets/avengers-combined.png" />
<aside class="notes">
It was very pleasent having 5 minutes of fame but it came with some unexpected consequences
</aside>
</section>
<section data-auto-animate>
<img src="assets/anti-ai-art.jpg" width="80%" height="80%" />
<aside class="notes">
Turns out people really didn't like AI art - and I started recieving abuse.
</aside>
</section>
<section data-auto-animate data-background="black">
<img src="assets/anti-ai-art.jpg" width="60%" height="60%" />
<p>25 DECEMBER 2022</p>
<aside class="notes">
Even on christmas day
</aside>
</section>
</section>
<section data-state="conclusion" data-background-image="assets/robot-future.png">
<section data-state="focus-bg">
<h1 class="standout">Conclusion</h1>
</section>
<section data-auto-animate data-state="blur-bg">
<h2>What is it good for?</h2>
</section>
<section data-auto-animate data-state="blur-bg">
<h2>What is it good for?</h2>
<ul>
<li>Productivity</li>
</ul>
</section>
<section data-auto-animate data-state="blur-bg">
<h2>What is it good for?</h2>
<ul>
<li>Productivity</li>
<li>Instant mentoring</li>
</ul>
</section>
<section data-auto-animate data-state="blur-bg">
<h2>What is it good for?</h2>
<ul>
<li>Productivity</li>
<li>Instant mentoring</li>
<li>Minimum Viable Experiments</li>
</ul>
</section>
<section data-auto-animate data-state="blur-bg">
<h2>What is it good for?</h2>
<ul>
<li>Productivity</li>
<li>Instant mentoring</li>
<li>Minimum Viable Experiments</li>
<li>Exploring ideas</li>
</ul>
</section>
<section data-auto-animate data-state="blur-bg">
<h2>What is it good for?</h2>
<ul>
<li>Productivity</li>
<li>Instant mentoring</li>
<li>Minimum Viable Experiments</li>
<li>Exploring ideas</li>
<li>Improving the way you communicate</li>
</ul>
</section>
<section data-auto-animate data-state="blur-bg">
<h2>What is it good for?</h2>
<ul>
<li>Productivity</li>
<li>Instant mentoring</li>
<li>Minimum Viable Experiments</li>
<li>Exploring ideas</li>
<li>Improving the way you communicate</li>
<li>Becoming data driven</li>
</ul>
</section>
<section data-auto-animate data-state="blur-bg">
<h2>What is it bad at?</h2>
</section>
<section data-auto-animate data-state="blur-bg">
<h2>What is it bad at?</h2>
<ul>
<li>Single source of Truth</li>
</ul>
</section>
<section data-auto-animate data-state="blur-bg">
<h2>What is it bad at?</h2>
<ul>
<li>Single source of Truth</li>
<li>Reliability</li>
</ul>
</section>
<section data-auto-animate data-state="blur-bg">
<h2>What is it bad at?</h2>
<ul>
<li>Single source of Truth</li>
<li>Reliability</li>
<li>Complexity & Nuance</li>
</ul>
</section>
<section data-auto-animate data-state="blur-bg">
<h2>What is it bad at?</h2>
<ul>
<li>Single source of Truth</li>
<li>Reliability</li>
<li>Complexity & Nuance</li>
<li>Amplification of bias</li>
</ul>
</section>
<section data-auto-animate data-state="blur-bg">
<h2>What is it bad at?</h2>
<ul>
<li>Single source of Truth</li>
<li>Reliability</li>
<li>Complexity & Nuance</li>
<li>Amplification of bias</li>
<li>Unique thought</li>
</ul>
</section>
<section data-auto-animate data-state="blur-bg">
<h2>What is it bad at?</h2>
<ul>
<li>Single source of Truth</li>
<li>Reliability</li>
<li>Complexity & Nuance</li>
<li>Amplification of bias</li>
<li>Unique thought</li>
<li>Specialist domain knowledge</li>
</ul>
</section>
<section data-auto-animate data-state="blur-bg">
<div style=" float: left; width: 75%; height: 75%">
<img src="assets/ginni.jpg" />
</div>
</section>
<section data-auto-animate>
<div style=" float: left; width: 30%; height: 30%">
<img src="assets/ginni.jpg" />
<p>Ginni Rometty</p>
</div>
<p>
Some people call this artificial intelligence, but the reality is this technology will enhance us. So instead of artificial intelligence, I think we'll augment our intelligence.
</p>
</section>
<section data-state="blur-bg">
<img src="assets/ai-not-replace.jpg" />
<p>by mitch0zᵍᵐ</p>
</section>
<section data-auto-animate data-background="black">
<h1>Any questions?</h1>
</section>
<section data-state="blur-bg">
<h2>One more thing</h2>
<iframe data-src="https://www.linkedin.com/embed/feed/update/urn:li:ugcPost:6935628727208837120" height="656" width="504" frameborder="0" allowfullscreen="" title="Embedded post"></iframe>
</section>
</section>
<section data-state="links" data-background-image="assets/robot-admin.png">
<section data-auto-animate data-state="focus-bg">
<h1 class="standout">Links</h1>
</section>
<section data-auto-animate data-state="blur-bg">
<p><a href="https://ai.com">ChatGPT</a></p>
<p><a href="https://arxiv.org/abs/2303.10130">An Early Look at the Labor Market Impact</a></p>
<p>Me on <a href="https://linkedin.com/in/thedigiguru">LinkedIn</a>, <a href="https://twitter.com/thedigiguru">Twitter</a> and <a href="https://sigmoid.social/@digiguru">Mastadon</a></p>
</section>
</section>
</div>
</div>
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