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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 - (Product COP - v3.12 - 30/11/2023)</title>
<link rel="stylesheet" href="dist/reset.css">
<link rel="stylesheet" href="dist/reveal.css">
<link rel="stylesheet" href="dist/theme/black.css">
<link rel="stylesheet" href="custom.css">
<!-- Theme used for syntax highlighted code -->
<link rel="stylesheet" href="plugin/highlight/monokai.css">
</head>
<body>
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href="https://fonts.googleapis.com/css2?family=Poppins:wght@100;700&display=swap" rel="stylesheet">
<style>
.reveal h1,
.reveal h2,
.reveal h3,
.reveal h4,
.reveal h5,
.reveal h6 {
font-family: 'Poppins', sans-serif;
}
</style>
<!-- Google tag (gtag.js) -->
<script async src="https://www.googletagmanager.com/gtag/js?id=G-RZP8CG4KLJ"></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag() { dataLayer.push(arguments); }
gtag('js', new Date());
gtag('config', 'G-RZP8CG4KLJ');
</script>
<script src="https://cdn.jsdelivr.net/npm/js-base64@3.7.5/base64.min.js"></script>
<div class="reveal">
<div class="slides">
<section data-background-image="assets/intro-bg-dojo.png">
<section data-auto-animate data-state="focus-bg">
<h1 class="standout" style="text-shadow: none; color: black">A guide to using AI to optimise your
time</h1>
</section>
<section data-auto-animate>
<p><a href="https://bit.ly/AND-CodeOfConduct">https://bit.ly/AND-CodeOfConduct</a></p>
</section>
<section data-auto-animate>
<div>Toilets:</div>
<div>To the back on the left</div>
</section>
<section data-auto-animate>
<div>Fire alarms:</div>
<div>None are planned</div>
</section>
<section data-auto-animate>
<div>Fire escapes:</div>
<div>Down the stairs you came up</div>
</section>
<section data-auto-animate>
<div>Photography:</div>
<div>We are taking photos throughout the event <br />
please do let us know if there are any issues with this.</div>
</section>
<section>
<img src="assets/and-intro.png" />
</section>
</section>
<section data-state="intro" data-background-image="assets/intro-adam-lisa.png">
<section data-auto-animate data-state="focus-bg">
<div style="display: grid; grid-template-columns: 1fr 1fr; grid-gap: 20px;align-items: center;">
<div>
<h2 class="standout">Lisa Talia Moretti</h2>
</div>
<div>
<h2 class="standout">Adam Hall</h2>
</div>
</div>
</section>
<section data-auto-animate>
<div style="display: grid; grid-template-columns: 1fr 1fr; grid-gap: 20px;align-items: center;">
<div>
<h2 class="standout">Lisa Talia Moretti</h2>
<p>Accidental collage artist</p>
</div>
<div>
<h2 class="standout">Adam Hall</h2>
</div>
</div>
</section>
<section data-auto-animate>
<div style="display: grid; grid-template-columns: 1fr 1fr; grid-gap: 20px;align-items: center;">
<div>
<h2 class="standout">Lisa Talia Moretti</h2>
<p>Accidental collage artist</p>
<p>Human extinguisher on tech bro nonsense</p>
</div>
<div>
<h2 class="standout">Adam Hall</h2>
</div>
</div>
</section>
<section data-auto-animate>
<div style="display: grid; grid-template-columns: 1fr 1fr; grid-gap: 20px;align-items: center;">
<div>
<h2 class="standout">Lisa Talia Moretti</h2>
<p>Accidental collage artist</p>
<p>Human extinguisher on tech bro nonsense</p>
<p><em>“We are what we repeatedly do"</em></p>
</div>
<div>
<h2 class="standout">Adam Hall</h2>
</div>
</div>
</section>
<section data-auto-animate>
<div style="display: grid; grid-template-columns: 1fr 1fr; grid-gap: 20px;align-items: center;">
<div>
<h2 class="standout">Lisa Talia Moretti</h2>
<p>Accidental collage artist</p>
<p>Human extinguisher on tech bro nonsense</p>
<p><em>“We are what we repeatedly do"</em></p>
</div>
<div>
<h2 class="standout">Adam Hall</h2>
<p>Energetic futurologist</p>
</div>
</div>
</section>
<section data-auto-animate>
<div style="display: grid; grid-template-columns: 1fr 1fr; grid-gap: 20px;align-items: center;">
<div>
<h2 class="standout">Lisa Talia Moretti</h2>
<p>Accidental collage artist</p>
<p>Human extinguisher on tech bro nonsense</p>
<p><em>“We are what we repeatedly do"</em></p>
</div>
<div>
<h2 class="standout">Adam Hall</h2>
<p>Energetic futurologist</p>
<p>Workshop inventor</p>
</div>
</div>
</section>
<section data-auto-animate>
<div style="display: grid; grid-template-columns: 1fr 1fr; grid-gap: 20px;align-items: center;">
<div>
<h2 class="standout">Lisa Talia Moretti</h2>
<p>Accidental collage artist</p>
<p>Human extinguisher on tech bro nonsense</p>
<p><em>“We are what we repeatedly do"</em></p>
</div>
<div>
<h2 class="standout">Adam Hall</h2>
<p>Energetic futurologist</p>
<p>Workshop inventor</p>
<p><em>“Nobody is smarter than the room"</em></p>
</div>
</div>
</section>
<section data-auto-animate data-background="black">
<div style="display: grid; grid-template-columns: 1fr 1fr; grid-gap: 20px;align-items: center;">
<div>
<p><em>“We are what we repeatedly do"</em></p>
</div>
<div>
<p><em>“Nobody is smarter than the room"</em></p>
</div>
</div>
</section>
<section data-auto-animate data-background="black">
<div style="display: grid; grid-template-columns: 1fr 1fr; grid-gap: 20px;align-items: center;">
<div>
<p><em>“We are what we repeatedly do"</em></p>
</div>
<div>
<p><em>“Nobody is smarter than the room"</em></p>
</div>
</div>
<h2 class="standout">Humans using AI tools</h2>
</section>
</section>
<section data-background-image="assets/robot-party.webp">
<section data-auto-animate data-state="focus-bg">
<h1 class="standout">A guide to using AI to optimise your time</h1>
</section>
<section data-auto-animate data-state="focus-bg">
<h1 class="standout">A guide to using AI to optimise your time</h1>
<p>Today is a special day</p>
</section>
<section data-auto-animate>
<h1 class="standout">A guide to using AI to optimise your time</h1>
<p>It's ChatGPT's Birthday</p>
</section>
<section data-auto-animate>
<h1 class="standout">A guide to using AI to optimise your time</h1>
<p>This is also the 12th iteration of this talk</p>
</section>
<section data-auto-animate>
<p>This is also the 12th iteration of this talk</p>
<p>Since this talk first ran</p>
</section>
<section data-auto-animate>
<p>Since this talk first ran</p>
<p>over 2000 AI powered products have been made</p>
</section>
<section data-auto-animate>
<p>over 2000 AI powered products have been made</p>
<img src="assets/tools.jpg">
</section>
<section data-auto-animate>
<img src="assets/tools.jpg" width="50%" height="50%">
<p>Things move quickly in AI</p>
</section>
<section data-auto-animate>
<p>Example...</p>
</section>
<section data-auto-animate>
<p>Example...</p>
<p><img src="assets/news-google-2mn.png" width="80%" height="80%" /></p>
</section>
<!--
<section data-auto-animate data-background="black">
<h2>What tasks do you find frustrating?</h2>
<p>Slido? Post-its? Journaling?</p>
<p>Icebreaker</p>
</section>
-->
</section>
<section data-background-image="assets/robot-binoculars.png">
<section data-state="focus-bg">
<h1 class="standout">Dialogue</h1>
</section>
<section>
<h2>Getting started</h2>
<gpt-input data-show-input="true">
<span slot="context">Write the intro to a blog post aimed at technology enthusiasts around
</span>
</gpt-input>
</section>
<section>
<h2>Adding Style</h2>
<gpt-input data-show-input="true">
<span slot="context">Write the intro to a popular blog post aimed at technology enthusiasts,
starting with a dramatic story, and then teasing the "golden rule". The post should be
around </span>
</gpt-input>
</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">Image example</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 pleasant 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 receiving abuse.
</aside>
</section>
<section data-auto-animate>
<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 data-background="black">
<img src="assets/ip-law-art.jpeg" width="80%" height="80%" />
<aside class="notes">
You'll hear this sentiment from around the internet. AI is polarising people's opinions
</aside>
</section>
</section>
<section data-background-image="assets/robot-school.png">
<section data-state="focus-bg">
<h1 class="standout">Up-skilling</h1>
</section>
<section>
<h2>Expanding your knowledge</h2>
<gpt-input data-show-input="false">
<span slot="context">How do we become the "Biggest Education Company in the world"?</span>
</gpt-input>
<aside class="notes">
Biggest Education Company in the world
</aside>
</section>
<section>
<h2>Red Teaming</h2>
<gpt-input data-show-input="false">
<span slot="context">If we succeed in being the "Biggest Education Company in the world" write
the plot outline where it all falls apart.</span>
</gpt-input>
<aside class="notes">
Biggest Education Company in the world
</aside>
</section>
<section>
<p>Expert guidance</p>
<iframe width="560" height="315" data-autoplay src="https://www.youtube.com/embed/Xwr-mJ9StjU"
frameborder="0"
allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"
allowfullscreen></iframe>
</section>
</section>
<section data-background-image="assets/robot-coding.webp">
<section data-state="focus-bg">
<h1 class="standout">App Development</h1>
</section>
<section>
<gpt-input data-show-conversation="true" data-show-input="true" data-process-voice="true">
<div slot="context" style="text-align: left;">
<p style="font-size: 1.4rem">
You are a sarcastic Movie plot description API. You will respond to requests from me
with an obscure description of the movie that focuses on unusual details and describing
it in a way that people will find amusing. Try not to give it away. For example:
</p>
</div>
<div slot="conversation" style="text-align: left;">
<p class="collapsible" style="font-size: 1.2rem">Lord of the Rings</p>
<p style="font-size: 1.4rem">Jeweller makes a ring in a volcano and a little person destroys
the ring in the same volcano</p>
<p style="font-size: 1.2rem" class="collapsible">Up</p>
<p style="font-size: 1.4rem">An elderly man uses balloons to kidnap a small boy</p>
</div>
</gpt-input>
</section>
<section>
<gpt-input data-show-conversation="true" data-show-input="true">
<div slot="context" style="font-size: 1.6rem; text-align: left;">
<p>
You are working with a product team. I would like you to write a user story for each
idea the team comes up with
</p>
</div>
<div slot="conversation" style="font-size: 1.6rem; text-align: left;">
<p>Wedding seating plan app</p>
<pre>As a busy bride to be
I want to create a seating plan for the wedding
So everyone will know their place, and the day will be amazing</pre>
<p>New direct debit payment system on the app</p>
<pre>As user on the app
I want setup an automatic monthly payment system
So I don't have to log in every month to pay manually</pre>
</div>
</gpt-input>
</section>
<section>
doesn't this miss the point of user stories?
<aside class="notes">
Card
Conversation
Confirmation
(Tom Gilb)
</aside>
</section>
</section>
<section data-background-image="assets/robot-baby.png">
<section data-state="focus-bg">
<h1 class="standout">Empathy</h1>
<aside class="notes">
When it comes to Empthy at least that's a quality we humans will always have over AI, right?
</aside>
</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 healthcare professionals</sub>
</section>
<section data-transition="slide-in">
<img src="assets/health-quality.png">
<p>ChatGPT has better quality too</p>
</section>
<section data-transition="fade-in" data-background="black">
<p>Uh oh</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>
<section data-state="sterotypes" data-background-image="assets/robot-tweed.png">
<section data-state="focus-bg">
<h1 class="standout">Voice</h1>
</section>
<section>
<gpt-input data-show-input="true" data-process-voice="true">
<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>
<section data-state="sterotypes" data-background-image="assets/robot-bully.png">
<section data-state="focus-bg">
<h1 class="standout">Stereotypes</h1>
</section>
<section>
<p><img src="assets/amazon-sad-robot.png" width="60%" height="60%"></p>
<p>Bias amplification</p>
<aside class="notes">
<p>In 2015, Amazon developed a recruitment tool designed to efficiently select top-tier job
applicants from thousands, utilizing CV data. </p>
<p>This tool, trained with data from existing employees, inadvertently replicated organizational
biases, with one model predicting candidate success based on gender.</p>
<p>Fortunately, Amazon discontinued the tool prior to integration into their recruitment
process, a step not guaranteed from companies with differing moral standards.</p>
</aside>
</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>
<p><img src="assets/ai-principals.png"></p>
<aside class="notes">
<p>If in doubt reach out to the myself or the core AI team.</p>
<p>Just like doing corridor testing or penetration testing, you should do principal testing on
your product.</p>
<p>Benched ANDis will be delighted to assist.</p>
</aside>
</section>
<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">
<img src="assets/nvidia.jpg" width="50%" height="50%">
<aside class="notes">
<p>In a race to the moral bedrock, you should ensure that you arn't the person left digging the
hole.</p>
<p>This is why chip manufacterer NVida seems to be sitting on the moral high ground</p>
</aside>
</section>
<section data-auto-animate>
<p>And us humans?</p>
<aside class="notes">
Humans are very susceptible to bias too. For example
</aside>
</section>
<section data-auto-animate>
<p>And us 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 us 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 us humans?</p>
<ul>
<li>Automation bias</li>
<li>Sunk cost fallacy</li>
<li>Confirmation bias</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>
<section data-state="misinformation" data-background-image="assets/robot-sad.png">
<section data-state="focus-bg">
<h1 class="standout">Misinformation</h1>
</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>
</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 data-state="blur-bg">
<div>
<img src="assets/ginni.jpg" style="width: 80%; height: 80%" />
</div>
</section>
<section data-auto-animate>
<div style=" float: left; width: 30%; height: 30%">
<img src="assets/ginni.jpg" style="width: 80%; height: 80%" />
<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>
<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>Personal productivity</li>
</ul>
</section>
<section data-auto-animate data-state="blur-bg">
<h2>What is it good for?</h2>
<ul>
<li>Personal productivity</li>
<li>Team collaboration</li>
</ul>
</section>
<section data-auto-animate data-state="blur-bg">
<h2>What is it good for?</h2>
<ul>
<li>Personal productivity</li>
<li>Team collaboration</li>
<li>Instant mentoring</li>
</ul>
</section>
<section data-auto-animate data-state="blur-bg">
<h2>What is it good for?</h2>
<ul>
<li>Personal productivity</li>
<li>Team collaboration</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>Personal productivity</li>
<li>Team collaboration</li>
<li>Instant mentoring</li>
<li>Minimum Viable Experiments</li>
<li>Lazy goal research</li>
</ul>
</section>
<section data-auto-animate data-state="blur-bg">
<h2>What is it good for?</h2>
<ul>
<li>Personal productivity</li>
<li>Team collaboration</li>
<li>Instant mentoring</li>
<li>Minimum Viable Experiments</li>
<li>Lazy goal research</li>
<li>Getting investors</li>
</ul>
</section>
<section data-auto-animate data-state="blur-bg">
<h2>What is it good for?</h2>
<ul>
<li>Personal productivity</li>
<li>Team collaboration</li>
<li>Instant mentoring</li>
<li>Minimum Viable Experiments</li>
<li>Lazy goal research</li>
<li>Getting investors</li>
<li>Exploring ideas</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-state="blur-bg">
<img src="assets/ai-not-replace.jpg" />
<p>by mitch0zᵍᵐ</p>
</section>
<section 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://www.reuters.com/article/us-amazon-com-jobs-automation-insight/amazon-scraps-secret-ai-recruiting-tool-that-showed-bias-against-women-idUSKCN1MK08G">Amazon
AI Recruitment</a></p>
<p><a href="https://beta.elevenlabs.io/">AI Voice Service</a></p>
<p><a href="https://midjourney.com/">AI Art Service</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>
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