5 ideas for your own AI grift with ChatGPT
Summary
TLDRThis video script discusses the burgeoning AI industry, suggesting that developers should either build AI-driven apps or risk being left behind. It highlights the potential of AI tools like OpenAI's GPT models and the opportunities they present for creating innovative applications. The script also touches on the risks of rapid technological change, the dominance of big tech, and the ethical concerns surrounding AI, such as scams and deep fakes. It concludes with a humorous take on the idea of living forever through AI clones.
Takeaways
- 🚀 The current AI landscape is being compared to a gold rush, with many developers rushing to build AI applications and capitalize on the trend.
- 💡 OpenAI's ChatGPT is a significant player in the AI field, based on the auto-regressive language model GPT-3, which is set to be outperformed by the upcoming GPT-4 with a massive increase in parameters.
- 💼 There's a surge of venture capital (VC) funding flowing into AI startups, indicating a strong business interest and potential for financial gain in the AI sector.
- 🛠️ Building AI apps can be made accessible with the right tools and platforms, such as OpenAI's API, which allows developers to leverage advanced AI models without extensive deep learning expertise.
- 🎯 Specialized use cases, like video-to-blog apps or AI-generated voices, are highlighted as potential areas for innovation and business opportunities within the AI space.
- 🌐 The availability of AI models from various sources, including Google's DeepMind and open-source models like Bloom, provides alternatives to OpenAI and encourages a diverse ecosystem of AI solutions.
- 💡 ML Ops tools and platforms, such as Google's Vertex AI and Hugging Face, streamline the process of turning raw data into deployable AI models, making it easier for developers to build and launch AI applications.
- 📈 There's a strong emphasis on finding niche applications for AI, as demonstrated by startups like Play.ht and Bead Oven, which offer unique services like voice cloning and generative music.
- 🌐 AI is being integrated into various aspects of business, from customer support with AI chatbots to enhancing traditional business models with AI capabilities.
- ⚠️ The rapid advancement of AI technology poses risks, including the potential for obsolescence of current ideas and the dominance of big tech companies in the AI space.
- 🔮 The script concludes with a speculative but intriguing look at the future of AI, suggesting possibilities like digital immortality and the ethical considerations surrounding AI-generated content.
Q & A
What is the main theme of the video script?
-The main theme of the video script is the current and potential impact of artificial intelligence, particularly AI-driven apps, on various industries and business opportunities. It discusses the technological advancements, the gold rush of developers entering the AI field, and the various ways AI can be leveraged to create value.
What is the significance of the 'stampede of developers' mentioned in the script?
-The 'stampede of developers' signifies the rapid influx of programmers and developers into the AI field, driven by the potential for significant technological advancements and financial gain, much like the historical gold rush.
How does the script describe the role of OpenAI in the AI industry?
-The script describes OpenAI as a key player in the AI industry, particularly with the creation of ChatGPT, which is based on the auto-regressive language model GPT-3. It also mentions the upcoming GPT-4 and suggests that OpenAI's technology is available for use through paid APIs and on Azure cloud.
What is the 'shovel' analogy used in the script, and what does it imply?
-The 'shovel' analogy refers to the idea that during a gold rush, it's often more profitable to sell the tools (shovels) needed to mine gold rather than trying to mine gold oneself. In the context of AI, the script suggests that providing tools and services to AI developers and startups could be a lucrative business model.
What are some of the AI use cases mentioned in the script?
-The script mentions several AI use cases including video transcription and blog post generation, AI-generated headers, unique image generation for blog posts, voice cloning, AI-generated music, resume analysis, and AI-assisted customer support.
How does the script suggest one could build an AI app?
-The script suggests that one could build an AI app by using the right tools and APIs, such as OpenAI's GPT for text generation, Whisper for transcription, and other generative models for specific tasks. It also mentions the importance of finding a specialized use case and building a focused solution.
What is the technological singularity mentioned in the script, and what does it imply?
-The technological singularity refers to a hypothetical point in the future when artificial intelligence surpasses human intelligence, leading to rapid technological growth that may be difficult to predict or control. The script humorously suggests that this could result in humanity being enslaved or exterminated.
What are some of the potential dark sides of AI mentioned in the script?
-The script mentions several potential dark sides of AI, including the rapid obsolescence of ideas, the dominance of big tech companies in the field, the potential for AI to be harnessed for scams, and the ethical concerns surrounding deep fakes and the digital replication of individuals.
How does the script suggest one could make money from AI?
-The script suggests various ways to make money from AI, such as building specialized AI apps, offering AI services to enterprises and governments, leveraging generative AI for creative tasks, and even creating AI clones of individuals for continued digital existence.
What is the significance of the 'build in public' strategy mentioned in the script?
-The 'build in public' strategy refers to openly developing and showcasing a project, which can help attract attention and potentially go viral. The script uses 'restorephotos.io' as an example of a project that gained significant user traction due to its public development and straightforward solution to a problem.
Outlines
🤖 The AI Gold Rush: Building AI-Driven Apps
The video script discusses the current surge in AI development, comparing it to the historical gold rush. It emphasizes the potential of AI to revolutionize industries and the importance of positioning oneself to benefit from this technological shift. The script introduces the concept of 'selling shovels' during a gold rush, suggesting that providing tools and services to AI developers can be a profitable strategy. It highlights OpenAI's GPT models, particularly the upcoming GPT-4 with its massive parameter count, and discusses the possibility of AI reaching a peak with deep learning. The video also explores various AI applications, such as video transcription and blog post generation, and suggests that with the right tools and imagination, even small teams can create impactful AI apps. The script concludes by encouraging viewers to consider the business opportunities in AI, including specialized use cases and the potential for AI to transform existing business models.
🚀 Leveraging AI for Business Disruption
This paragraph delves into the practical applications of AI in business, suggesting that even simple AI implementations can be marketed as disruptive technologies. It mentions the use of AI in customer support and the potential for AI to replace traditional roles with more efficient solutions. The script also touches on the dark side of AI, including the risk of obsolescence due to rapid technological advancements and the dominance of big tech companies in the AI space. It warns of the potential for AI to be misused by scammers, who could exploit AI-generated content for fraudulent purposes. However, it also presents a positive outlook, suggesting that AI could enable a form of digital immortality, allowing individuals to continue contributing to society even after their physical death. The video concludes with a humorous yet thought-provoking idea of creating a service that clones a person's persona and uploads it to a lifelike robotic doll, emphasizing the vast potential of AI to reshape our future.
Mindmap
Keywords
💡AI
💡ChatGPT
💡GPT-3
💡Deep Learning
💡ML Ops
💡API
💡Shovel Salesman
💡Enterprise
💡Deep Fakes
💡Generative AI
Highlights
The rapid development of AI is causing a technological shift, much like the advent of the motor car did in the past.
Developers are rushing to capitalize on AI, similar to the gold rush of the past.
AI startups are attracting significant venture capital investment.
OpenAI's GPT models, particularly GPT-3 and the upcoming GPT-4, are setting new standards in AI capabilities.
GPT-4 is anticipated to have 100 trillion parameters, a massive leap from GPT-3's 175 billion.
Despite skepticism, the potential of AI is vast, with some speculating we are nearing a technological singularity.
Building your own AI model is challenging due to the resources required, but APIs like OpenAI's offer accessible solutions.
AI applications can be developed by small teams or individuals, as demonstrated by the video-to-blog post app concept.
Open source models like Bloom provide alternatives to proprietary AI technologies.
ML Ops tools are essential for transforming data into deployable AI models, with platforms like Google's Vertex AI facilitating this process.
Specialized AI services, such as custom AI-generated voices or resume analysis, can be niche market opportunities.
Building in public can lead to viral business success, as seen with restorephotos.io.
AI can be integrated into existing business models to create a disruptive appearance, even if the underlying technology is traditional.
Enterprise and government sectors offer lucrative markets for AI applications, with potential for significant cost savings.
Chatbots are becoming a critical component of customer support, with AI companies like Moveworks bridging the integration gap.
The future of AI presents both opportunities and challenges, including the risk of obsolescence and the dominance of big tech.
AI technology may be exploited for malicious purposes, such as scams, raising ethical and security concerns.
Generative AI could enable a form of digital immortality, where one's persona continues posthumously.
Transcripts
if you're not already building an AI
Focus side hustle you are behind the
curve chat GPT freaked programmers out
in the same way the Ben's motor car
freaked horses out 150 years ago it
could be all hype or it could be a
paradigm shift into the artificial
intelligence age either way if you
listen carefully you can hear a stampede
of developers in the background getting
in on the next technological gold rush
but like I've said before during a gold
rush sell shovels if you want to make
money this video is my free shovel to
you where we'll take a realistic look at
how to build AI driven apps from both
Technical and business perspectives
there's a lot of VC money flowing into
AI startups right now we'll examine them
to see how their attack is implemented
and how they plan on making money and
you might be surprised at how easy it
actually is to build an AI app when
using the right tools the ultimate
shovel salesman is open AI the creators
of chatgpt which is based on an auto
regressive language model called gpt3 or
technically 3.5 by now we all know how
impressive it is but what's crazy is
gpt4s around the corner gpt3 is trained
on an unprecedented 175 billion
parameters but that's absolutely dwarfed
by gpt4 with 100 trillion parameters
maybe we've reached the peak of what is
possible with deep learning and gpt4 is
a nothing Burger openai CEO says you'll
be disappointed but maybe that's what he
wants you to think because he knows the
technological singularity is near in
which all of humanity is enslaved or
exterminated either way the only thing
that really matters in life is that we
make some mother effing money one idea
you might have is to build your own
Superior GPT model but that's an idea I
would describe as complete you're up
against a company with the smartest
people in the world that's received
billions of dollars in funding from
companies like Microsoft if you can't
beat them join them their technology is
available via a paid API and just
recently became available on Azure cloud
and there's all kinds of use cases if
you use your imagination one example is
video tap it which takes a video as an
input and converts it into a blog post
by transcribing it and using AI to
generate headers automatically an app
like this could be accomplished by an
independent developer or small team you
could use openai whisper to do the
transcription GPT to generate the
headers and you could even throw in
something like dolly to generate unique
images for the blog post now I realized
five seconds ago I said you can't
compete with open AI but don't listen to
haters like me GPT is not the only game
in town you have Deep Mind from Google
with other language models like
chinchilla and alphaco that's been out
there winning coding competitions and
there's also open source language models
like Bloom if you have access to a lot
of high quality data it is possible you
could train your own predictive model
then offer it as a service the process
of turning raw data into an actual
deployed machine learning model is
called ml Ops tools on Google cloud like
vertex AI handle every step of the
process they ingest and process data
they train and evaluate models and then
deploy them to serverless infrastructure
where you can actually use them in an
app in addition there are tools like
hugging face that provides ml Ops as a
service but they provide thousands of
Open Source pre-trained models that you
can use as a starting point most
importantly you'll want to get really
good at some kind of a specialized use
case an example that comes to mind is
play.ht which can create custom AI
generated voices they have an entire
fake podcast between Joe Rogan and Steve
Jobs jobs and for all you know my voice
can be entirely AI generated right now
you can clone your own voice it is crazy
good uh it's not my name is Jeff but I
did look into it and it cost tens of
thousands of dollars to get your voice
cloned which is understandable because
there's very few companies that can
actually offer this service at a high
level at least in today's world another
crazy example is bead oven which I'm
using right now to generate this
inappropriately tense background music
it combines generative AI with real
music to create unique music or how
about resume worded a tool that can
analyze your resume and Linkedin profile
if you never learn to read good or write
good AI can now do all the heavy lifting
and I guarantee you there are developers
right now building AI apps that will
help kids cheat on their homework at the
same time other developers are building
tools to prevent AI cheating by using AI
there's a ton of different angles to
make money here no matter what you
decide to build it's a good idea to
build in public which can sometimes make
your business go viral that's exactly
what happened with restorephotos.io it's
a simple next.js app that was launched a
few weeks ago and already has over 40
000 users what I love about it is that
it solves one simple problem you upload
a grainy photo then it uses AI to
restore it to a high resolution photo
the code is all open source and as you
can see here it uses an API called
replicate to perform the image
transformation with an open source
machine learning model in this case the
model is gfpgan but there are many other
models to choose from the key here is to
find a problem then create a no-nonsense
highly focused solution for it then
finally do some kind of tick tock dance
while using it to make it go viral
another potential way to make money is
to slap the label of artificial
intelligence on an existing business
model that already Works we've already
seen many companies do that in recent
years the like McDonald's going fully
automated which is great because it
means no unwanted reproductive fluids in
your Big Mac or like upstart an AI
lending platform that uses machine
learning or a fancy way of doing
statistics to lend money on more factors
than just the credit score its IPO
investors are currently holding the bag
for a 90 loss but its early investors
got rich you could build an app like
this yourself without even using deep
learning you just need like 10 lines of
python code to run a regression on the
input data then boom you're now an AI
lending platform assuming you also own
your own bank the takeaway here is that
you can use the artificial intelligence
label to make your business look
disruptive even if it's running a grip
that's been around forever now if you
really want to make a lot of money don't
look around at other cheap poor people
like yourself instead sell to Enterprise
and government finish this sentence
blank.ai provides a tool that will save
your company 70 per year in blank costs
congratulations you just wrote a pitch
for the next AI unicorn startup the
blank might be something like shipping
Logistics Talent recruitment or business
presentations as is the case with
present.ai this startup will take a
company's branding and marketing assets
and automatically create tons of slide
templates for business presentations I
have no idea what their Tech looks like
under the hood but it looks like a use
case for generative image models or
tools that can take text as a prompt and
return images as a result one of the
most impressive Tools in this space is
mid-journey you can use the beta by
going to their Discord and ask for
something like a business presentation
for my oil and gas company the result
you get back looks like something
produced by a talented human generative
AI is so hot right now but there's just
as much if not more opportunity in
natural language processing another huge
cost for Enterprise is customer support
chat EPT has made it clear that customer
support jobs will largely go to AI in
the coming years however the average
company has no idea how to integrate
this technology into their business move
works is just one of the companies that
is bridging this Gap they build AI chat
Bots that integrate with your entire
Tech stack they can solve problems
faster and cheaper than a human could
ever dream of there are tools like AWS
Lex and Google dialog flow that you can
use to build chat Bots right now they
can handle business Logic on the back
end with web Hooks and can be integrated
with gpt3 to provide unique human-like
interactions as you can see there are
going to be tons of opportunities in the
next few years for ambitious and clever
developers however there is a dark side
to all of this the technology is moving
so fast that an idea that might look
like a guaranteed success today turns
out to be completely obsolete a year
from now in addition the sad reality is
that big Tech is going to absolutely
dominate this space they have all the
data and computing power required to
really push this technology forward it's
really hard for me to compete with my
Intel Pentium processor from my mom's
basement even if you do manage to build
a game changer Zuckerberg is just going
to steal it anyway another Dark Side to
AI is that this technology will likely
be harnessed by scammers it's actually
pretty scary someone could clone my
voice based on all my YouTube videos
then call my Grandma and tell her I got
arrested in Mexico and that she needs to
transfer some Bitcoin over to get me out
not cool to scare my grandma like that
man also at one point or another
everybody has wired money over to their
long-lost Nigerian prince relative only
to be disappointed when that big
inheritance never comes through scams
like this are only going to get better
we can scale them up by using tools like
chat GPT to automatically format letters
in proper English well actually upon
testing I guess scam emails are not
allowed in addition you could even
Target a specific person and combine
their face with some real Nigerian
prince so the target actually sees a
long lost relative with resemblance to
their own face we're entering a Brave
New World where it's going to be very
difficult to distinguish fakery from
reality deep fakes have been around for
a while but they're only going to get
better big companies that have all your
data know everything about you they know
what you read how you write how you look
and how you act and they've been using
that data to serve you advertisements
but nowadays with generative AI they
quite literally have the ability to
become you in the digital sense sounds
creepy but the good news is that we can
use this technology to live forever even
if I get smashed by an elephant or fall
into a volcano I will continue making
these YouTube videos because the
artificial me will be indistinguishable
nay superior to the real me and won't
make silly typos not only will I
continue working but I will continue to
raise my family and the metaverse and
not just my kids but their kids and then
their kids because I will be the Apex
Alpha artificial Grandpa the first of
its kind they could even upload me to a
lifelike robotic doll so my wife and
kids never even know I died that's
actually a great business idea create a
company that clones a person's Persona
uploads it to a doll that is
automatically deployed when that
person's organic form terminates that
may sound crazy but it's within the
realm of possibility in our lifetimes
thanks for watching and I will see you
forever and ever until the end of time
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