Microsoft Reveals SECRET NEW MODEL | GPT-5 DELAYED | Sam Altman speaks out against "Doomers"
Summary
TLDRThe transcript discusses the energy efficiency and societal impact of AI, emphasizing the importance of continued innovation and development in the field. It highlights Microsoft's new AI model, 'my1', which is set to compete with existing models from OpenAI and Google. The speaker also touches on the potential of AI to create a more prosperous and abundant future, countering the notion that technological advancement is inherently negative. Additionally, the script covers various AI initiatives, including Microsoft's investment in OpenAI, the development of on-device AI capabilities by Apple, and the ethical considerations surrounding AI training and content usage. The summary concludes with an invitation to join a private community focused on leveraging AI for growth and productivity, reflecting the belief that harnessing AI is not just beneficial but a moral imperative.
Takeaways
- 🚗 **Energy Efficiency in AI**: The script discusses the energy efficiency of AI compared to traditional methods, like driving for information, highlighting that AI is a net saver in terms of energy consumption.
- 💡 **Progress in AI**: There's an emphasis on the continuous improvement in AI algorithms and hardware, including the potential for breakthroughs like fusion power to sustain advancements.
- 🌱 **Fighting Pessimism**: The speaker encourages a proactive stance against pessimism regarding the future, advocating for a mission to promote prosperity and abundance through technology.
- 🤖 **Microsoft's AI Development**: Microsoft is developing its own AI model, referred to as 'my1', which is expected to be larger and potentially more powerful than previous models, indicating a shift from reliance on OpenAI.
- 🔍 **OpenAI's Strategy**: OpenAI is considering postponing announcements and focusing on improving its models, including releases like 'I'm a good gpt2 chatbot', which is stronger in reasoning.
- 📚 **Educational Outreach**: Sam Altman, CEO of OpenAI, has been visiting universities to discuss AI and the future, promoting a vision of a brighter future enabled by technology.
- 🤝 **API Partnerships**: OpenAI has entered into an API partnership with Stack Overflow, aiming to enhance model performance for developers and create a mutually beneficial relationship.
- 📈 **Content Creator Rights**: OpenAI is introducing a 'media manager' to respect content owner preferences on AI training, similar to the 'robots.txt' for web publishers.
- 🛡️ **Cybersecurity Focus**: There's a significant focus on bolstering cybersecurity, with investments in AI for cyber defense and hiring specialists to address vulnerabilities that AI might introduce.
- 📱 **Apple's AI Integration**: Apple is planning to integrate more AI capabilities into iOS, with on-device functionalities for text summarization and smarter search results, indicating a move towards privacy-centric AI solutions.
- 💌 **Internal Perspectives on AI**: An internal email from Microsoft reflects on the company's initial underestimation of AI's potential and the subsequent push to catch up, highlighting the transformative impact of AI on infrastructure and business models.
Q & A
What is the main concern raised about the energy consumption of AI and computing?
-The main concern is that despite the significant energy consumption of AI and computing, it is often compared unfavorably to the energy used for transportation. However, the speaker argues that the energy used for AI and computing has led to a net savings when considering the energy that would have been spent on traditional methods of obtaining information.
What is the speaker's opinion on the importance of developing more efficient AI algorithms and chips?
-The speaker believes that developing more efficient AI algorithms and chips is crucial. They mention that as technology advances, we will continue to find ways to make these systems more energy-efficient, possibly even utilizing fusion as a power source in the future.
What does the speaker suggest about the attitude of some people towards technological progress?
-The speaker suggests that there is a 'doom and gloom' attitude among some people who believe that the world's problems are insurmountable and that efforts to solve them are futile. They encourage fighting against this negative mindset and advocate for a more proactive and optimistic approach.
What is the significance of Microsoft's new AI model, referred to as 'my1'?
-The significance of Microsoft's new AI model, 'my1', is that it represents a step towards creating larger, more powerful AI models that could potentially exceed the capabilities of current models like GPT-4. This model is part of Microsoft's strategy to develop both small, efficient language models for mobile devices and large, state-of-the-art AI models.
How does the speaker view the potential impact of AI on society?
-The speaker views the potential impact of AI on society as overwhelmingly positive. They believe that AI can drive a better future by creating abundance, intelligence, and longevity, which expands our options and is a moral imperative.
What is the current state of Microsoft's involvement with AI?
-Microsoft is actively involved in the AI space, having invested in OpenAI and now developing its own large language model. They are also focusing on creating small, efficient models for mobile devices and larger models for more complex tasks.
What is the speaker's perspective on the criticism of AI for its carbon footprint and potential biases?
-The speaker acknowledges the criticisms but argues that they are not reasons to halt progress. They believe that over time, significant progress has been made in addressing both the carbon footprint and bias in AI, and that this trend will continue.
What is the role of OpenAI in the development of AI?
-OpenAI plays a significant role in the development of AI by training frontier-defining models using supercomputers provided by partners like Microsoft. They are also involved in various initiatives to address concerns about data usage, content creation, and cybersecurity.
How does the speaker perceive the future of AI and its impact on productivity and e-commerce?
-The speaker is very optimistic about the future of AI and its potential to improve productivity and revolutionize e-commerce. They are particularly interested in leveraging AI to automate tasks and enhance decision-making in these sectors.
What is the speaker's view on the importance of community and collaboration in the field of AI?
-The speaker highly values community and collaboration, having created a private forum for discussing AI advancements and sharing knowledge. They believe that a community focused on learning and growth can be a valuable resource in staying at the forefront of AI developments.
What are the speaker's thoughts on the potential of AI to address cybersecurity concerns?
-The speaker acknowledges the increased liability for cyber attacks due to AI but also sees it as a tool for improving cybersecurity. They mention the use of AI for cyber defense, audits, and compliance programs, suggesting that AI can be a powerful asset in safeguarding against cyber threats.
Outlines
🚀 Energy Efficiency and AI's Future Impact
The first paragraph discusses the energy consumption of AI and computing, comparing it to the carbon footprint of traditional transportation. It argues against the notion that AI is environmentally harmful, highlighting the potential for more efficient algorithms and technologies like fusion power. The speaker emphasizes the importance of combating pessimism and advocating for technological progress to improve society. The paragraph also touches on Microsoft's development of a new AI model, 'my1,' overseen by Mustafa Suliman, and the potential for it to compete with existing models like GPT-4.
🤖 AI Developments and Content Ownership
This paragraph covers various AI-related news, including the advancements in AI models by OpenAI and the introduction of a new, stronger GPT2 chatbot. It discusses OpenAI's partnership with Stack Overflow to improve model performance for developers and the potential impact on platforms like Stack Overflow. The paragraph also addresses concerns about content ownership and copyright, mentioning OpenAI's new media manager and its approach to respecting creators' choices regarding the use of their content in AI training.
🌐 Cybersecurity and AI's Role in Data Sensitivity
The third paragraph delves into the increased dangers posed by AI in terms of cybersecurity. It discusses how seemingly harmless data can become risky when processed by AI, highlighting a tool called GEOS Spy that uses AI to determine locations from images with remarkable accuracy. The paragraph also includes insights from Kevin Scott, Microsoft's CTO, about the company's investment in AI and the importance of building powerful supercomputers for training AI models.
📈 Microsoft's AI Strategy and Market Position
This section outlines Microsoft's strategy in the AI market, discussing the company's development of its own large language model and its potential to surpass current leaders like OpenAI, Google, and Meta. It explores the commercial viability of AI models and how companies like Microsoft, with its Azure platform, may have a more straightforward path to monetizing AI. The paragraph also reflects on Bill Gates's and Microsoft's historical positioning in technology waves and their recent efforts to catch up in the AI sector.
💡 Building a Community for AI Growth and Learning
The final paragraph is a call to action for building a community focused on AI growth and learning. The speaker, Wes, invites viewers to join a private forum aimed at discussing AI, sharing ideas, and learning from one another. He emphasizes the importance of not missing out on the AI revolution and positions the community as a valuable resource for those looking to stay on the cutting edge of AI technology.
Mindmap
Keywords
💡Compute
💡AI Efficiency
💡Fusion
💡AI Bias
💡Microsoft's AI Model
💡Open Source
💡Synthetic Data
💡Stack Overflow API
💡Content Providence
💡Cybersecurity
💡On-Device AI
Highlights
The comparison of Google's computational energy usage to the carbon footprint of traditional information seeking methods highlights a net energy savings with AI.
The importance of developing more efficient algorithms and chips to reduce energy consumption in AI.
The potential of fusion power to sustainably fuel future AI advancements.
Addressing the negativity and hopelessness some feel about the world's problems, advocating for a proactive and solution-oriented mindset.
Microsoft's development of a new AI model, internally called 'May one', to compete with OpenAI, Google, and others.
Mustafa Suliman, former Google AI leader, overseeing Microsoft's new AI model, indicating a strategic move in AI development.
Microsoft's pursuit of dual AI strategies: small, efficient language models for mobile apps and large, state-of-the-art models.
The speculation that Microsoft might not need OpenAI and could potentially reveal a new model at the Build Developer Conference.
OpenAI's potential postponement of a new announcement, suggesting strategic adjustments in the competitive AI landscape.
Sam Altman's visits to universities to discuss AI and the future, facing opposition from those skeptical of a technology-driven prosperous future.
OpenAI's release of two new models in the LM system, showcasing advancements in reasoning and capabilities.
OpenAI's domain change from 'chat.openai' to 'chatgpt', reflecting a rebranding or strategic shift.
OpenAI's API partnership with Stack Overflow, aiming to improve model performance for developers and create a mutually beneficial collaboration.
OpenAI's introduction of a media manager for creators and content owners, respecting content usage preferences in AI training.
The discussion of a potential 'robots.txt' equivalent for AI, allowing publishers to opt-in or out of content usage for training AI models.
OpenAI's efforts to address cybersecurity concerns by investing in infrastructure security, AI for cyber defense, and hiring specialized personnel.
The demonstration of AI's evolving capabilities, such as GEOS spy's ability to determine precise locations from images, indicating increased potential for data aggregation and analysis.
Apple's plans for AI integration in iOS 18, focusing on on-device processing for text summarization, smarter search results, and other features.
Kevin Scott's email to Satya Nadella and Bill Gates, detailing the strategic importance of investing in AI and the potential benefits of partnerships like Microsoft's with OpenAI.
The potential for Microsoft's large language model to surpass current models like GPT-4, indicating a shift in the AI competition landscape.
The discussion on the most straightforward path to monetizing AI models, with Microsoft's Azure and product integrations being a strong contender.
Transcripts
yeah I read this thing about the compute
Google used once compared to the amount
of carbon that people used to spend
driving in their cars places to get
information and you know you have people
saying Google's so horrible we should
shut it down it's like spending El
energy and it's it intellectually a very
dishonest thing to say because it was a
net Savings in energy you know for like
AI yeah it's going to need a lot of
energy we're going to keep figuring out
way more efficient algorithms way more
efficient chips we're going to get
Fusion we're going to power the stuff
this way um so I think it is like
important to address this issue um but
we will in all of these fantastic
ways but I think this points to
something else which is the you know you
open asking about P doom and the level
of
dorismar our young people that the world
is totally screwed that it's hopeless to
try to solve problems that all we can do
is like sit in our bedrooms in the dark
and think about how awful we are is a
really deeply unproductive streak and I
hope MIT is different than a lot of
other college campuses I assume it is
but you all need to like make it part of
your life mission to fight against this
Prosperity abundance um you know a
better life next year a better life for
our children that is the only path
forward that is the only way to have a
functioning society and there will
always be people who want to sit around
and say we shouldn't do AI because we
may burn a little more carbon or we
shouldn't do AI because you know we
haven't fully addressed bias and it
turns out a couple years later we made a
lot of progress on both of those things
and the anti-progress streak the anti
like people deserve a great life streak
who are usually the people that have
quite a lot of privilege in the first
place um is something I hope you all
fight against
yeah there has been a ton of activity in
the AI space one of the big things to
drop is that Microsoft rolls out its
very own AI model to compete with open
AI Google and the rest the new model
internally referred to as May one that's
ma
ai-1 is being overseen by Mustafa
Suliman the ex Google AI leader who
recently took over as the CEO of
Microsoft AI I'm going to call it my one
not sure it's May one my1 whatever my1
will be far larger than any of these
smaller open source models that
Microsoft has previously trained it's
important to note that Microsoft created
some very effective small models so even
though my one will have roughly 500
billion parameters that is much smaller
something than something like GP 4 that
has more than 1 trillion parameters this
certainly does not mean that it will be
bad meta llama 3 of course the currently
biggest released model is 70 billion
parameters and that is on par with GPT 4
so Microsoft's new model could very well
exceed far exceed GPT 4 potentially we
we still don't know yet but it would not
be out of the room of possibility
they've been publishing a lot of
research on how to create new models by
taking
the outputs of other models so taking
synthetic data produced by other a
models and creating smaller but very
efficient models trained on synthetic
data warut 2 for example is a great
example of that so Microsoft is pursuing
a dual trajectory of sorts and AI aiming
to develop both small language models
that are inexpensive to build into Apps
that could run on mobile devices as well
as the larger state-of-the-art AI models
then looks like they're willing to chart
A New Path that's separate from from
open AI up this point we can assume that
open aai and Microsoft would be kind of
tied together their Fates interl but
this is implying that Microsoft just
does not need open Ai and we could
potentially see this new massive model
at the build developer conference later
this month now if you saw my previous
video we were all expecting that open AI
would have a new announcement coming up
sometime next week or this week about
something new that was dropping
potentially a search product something
that would compete directly with Google
as well as perplexity AI but right now
it does seem like they're considering
postponing that announcement we're not
too sure why now recently Sam Alman has
been visiting multiple universities and
other places to talk about Ai and the
future in general he visited Stanford
MIT Etc and it looks like some people
don't like this idea of a brighter
better future driven by technology s
posted this using technology to create
abundance intelligence energy longevity
whatever will not solve all problems
that will not magically make everyone
happy but it is an unequivocally great
thing to do and expands our option space
to me it feels like a moral imperative
which one thing I like about Sam is he
he's not afraid to say things that some
people might not like to hear Prosperity
is a good thing actually ddg growth and
then he says I'm a good gbt2 chatbot and
looks like opening ey just released two
new models in the LM system Arina last
night we have I'm a good gpt2 chatbot
and I am also a good gpt2 chatbot the
new one the also a good gpt2 seems to be
stronger in reasoning and is even more
capable than the previous gp2 chatbot
release last week also looks like
opening I changed the domain of Chad GPT
from chat. openai to just chat GPT and
just keep in mind as I'm going through
this this this is all in the span of
just a few days this is all like about
48 hours worth of news so there's this
flurry of activity on the open AI front
so we're not quite sure what's happening
are they preparing for this massive roll
out are they delaying it semon's m
making the tour across the country
talking to people I mean something's
bubbling up something's happening we're
not quite sure what but yet another
announcement is openi has an API
partnership with stack overflow stack
Overflow is the world's leading
knowledge platform for highly technical
content and they're partnering with the
large language models for AI development
so what exactly is happening well open
AI will utilize stack overflows overflow
API product and collaborate with stack
Overflow to improve model performance
for developers who use their products
and stack Overflow gets to use openai
models as part of their development of
overflow AI which of course sounds like
a win-win for both but some people are
suggesting that opening I might be
getting the better deal here cuz once
they have all the data and models that
are trained on all of this data as you
can imagine AI model that can code very
well would be very disruptive to
something like stack Overflow open AI
also post this our approach to data niai
and they're launching this interesting
thing they're calling a media manager
for creators and content owners and the
goal here is to respect the choices of
creators and content owners on AI of
course a lot of people have complained
that opening eye trains on everyone's
data things like mid Journey The Works
of artists to then replicate the art at
least that's their stance they're saying
that's goes against copyrights and
they're talking here about something
similar to the robots.txt which the
internet ecosystem sort of adopted for
web Publishers right so if you have a
website generally you're going to have a
robots.txt file and there you kind of
say do you want crabots like Google
crawlbot crawling your site and indexing
it to use in the search engines or do
you want to just opt out now of course
if you're running something online if
you're a publication if you're a new
site of course you want to opt in you
want the traffic from Google so most
people decide to opt in and here the
same ideas for open AI to enable
Publishers to express their preferences
about the use of their content in AI do
you want to use your content to train
this AI what's interesting to me here is
once they have something like this and
they have and they have people opting in
like let's say the New York Times who is
suing open a for copyright infringement
let's say they opt in or rather opt out
of having their data used openingi could
use that to just make sure that chbt
doesn't output anything that resembles
that data so if it starts producing a
paragraph that's very very similar those
outputs could be blocked which certainly
would reduce the liability for open AI
they are also introducing a new
classifier to help researchers identify
content created by Dolly 3 and joining
the Coalition for Content Providence and
authenticity so again a lot of this is
seemingly in response to a lot of the
criticisms that they've had for using
content or creating things where we
don't know what's real or what's not and
this is their answer to various cyber
security concerns and this is a beefy
blog post that goes pretty deep into how
certify various portions of the
infrastructure for security including
gpus making sure they're authentic
testing them for integrity testing
networks data centers using AI for cyber
defense as well as AI specific audit and
compliance program and their building
and investing to achieve these goals and
hiring people to work towards those ends
they have a grand program as well as
hiring people for certain roles in that
field a few weeks ago we covered a
presentation by one of the C eia ex
directors I believe saying that AI has
really increased the liability for cyber
attacks the various vulnerabilities that
we might have for cyber attacks not just
because the ability to conduct those
cyber attacks is growing with the help
of AI but also and this is an
interesting thing to think about that's
not very obvious but back in the day you
might have a bunch of random data out
there on the internet without having to
worry too much about it but now with AI
a lot of Fairly harmless things that we
would put out there in the past has
become a lot more dangerous we covered
this post by Andrew gal who used GEOS
spy this brand new tool using AI That's
able to determine where in the world you
are just by looking at a picture it's
able to guess that this is Slovenia and
the specific church that you're looking
at this it guessed as being next to
Mountain View Campground and it's
correct to within 15 miles notice
there's no landmarks or anything to
really identify this there's no text no
road signs not too much information here
it gets this location in Germany within
40 Mi uh picture in Germany so this it
was 4 hours off but still if you look at
the picture there just isn't that much
to go on here it's just a field of grass
figured out this was Singapore Etc and
many many more but as we put more and
more information online that information
can be aggregated fed into neural
networks into Ai and potentially it
would be able to come up with certain
insights that could be used to conduct
maybe attacks or scams or whatever other
nefarious activity that even 5 years ago
we didn't think about it because it was
impossible meanwhile looks like we have
some more leaks about Apple Ai and what
apple is planning to do with AI in the
future kind of upgrades are heading to
the iOS 18 and key features include AI
power text summerization across Safari
and Siri smarter search results Etc so
the big thing here is that a lot of this
will be on device right so Ajax will be
able to generate responses to some
prompts entirely on Apple devices
without sending anything to the cloud
we've covered a few research papers
posted by Apple they're really going
hard after on device agents they're
building these tiny Nano models these
very small AI models that are some
fraction of 1% % of what GPT 4 is for
example that are able to interact the
screen that are able to understand the
context if you say select the second
website on the screen it'll be able to
kind of figure out based on the location
on the screen what you're referring to
so kind of that context of what you're
talking about and everything because
it's so tiny will be able to run quickly
and on device and then there's this this
little email that we have access to
called thoughts on open AI so this is
from Kevin Scott this is Ken Scott you
probably have seen his face before he's
the chief technology officer at
Microsoft and he's writing to sich Nela
the CEO and Bill Gates the the the Bill
Gates I don't think he even needs a
title he's just Bill Gates and he saying
the thing that's interesting about what
open Ai and deep mind and Google brain
are doing is the scale of their ambition
and how that ambition is driving
everything from data center design to
computer silicon to networks and
distributed system architectures and all
this other stuff but he's saying that in
the beginning it seemed like all these
people were just trying to play this
game to see which reinforcement learning
system could achieve the most impressive
game playing stunt he kind of dismissed
all those efforts now he's saying well
that was a mistake when they took all of
that infrastructure to build NLP models
that we couldn't easily replicate so he
was dismissing their little games but
then they built something that made him
realize that we're falling behind we
can't replicate what they're doing then
he started to take things more seriously
and as I dug into try to understand
where all of the capability gaps were
between Google and us for model training
I got very very
worried turns out just replicating Bert
large wasn't easy to do for us so this
is one of the earlier Google models even
though we had the template for the model
it took us around 6 months to get the
model trained because our infrastructure
wasn't up to the task there were many
years behind the competition in terms of
machine learning scale sa comes back and
says a very good email that explains why
I want us to do this and also why we
will then ensure our infra folks execute
very interesting style of writing it's
very compressed so this document is from
us V Google in
2024 and so here's Kevin Scott the
person that wrote that original email
responding I think he's responding in
part to those emails and the news
stories about this he's saying I'm not
sure why this is news but just to
summarize the obvious we build big
supercomputers to train AI models our
partner open AI uses these
supercomputers to train Frontier
defining models and then we both make
these models available in products and
services so that lots of people can
benefit from them we rather like this
Arrangement smiley face we've been added
for almost 5 years now each
supercomputer with build for open AI is
a lot bigger than the one that preceded
it and each Frontier Model they train is
a lot more powerful than its
predecessors we will continue to be on
this path building increasingly powerful
supercomputer for open AI to train the
models that will set pace for the whole
field well into the future there's no
end in sight to the increasing impact
that our work together will have and
he's saying they'll be building their
own models and adding them into products
and there will be more of this going on
in the future too some of these models
have names like Turing and my some like
fi for example we even open source so
that letter thoughts on open aai was
sent just weeks before Microsoft
announced its 1 billion investment in
openai and now about 5 years later
Microsoft is building its own large
language model which assuming it's more
efficient than GPT 4 which a lot of
these new models are they're very
effective even though they have less
parameters we could potentially see
Microsoft supersede open Ai and Google
and meta and correct me if wrong here
but out of those other AI companies open
AI meta Google Microsoft seems like it
has the most straightforward path to
making money with these AI models Google
search engine we're still not sure how
that cash cow for Google how it's going
to intersect with AI is AI going to
diminish how much search we do it
certainly seems like that could be the
case meta initially started using AI
just for their internal purposes for for
WhatsApp and Facebook and insta just to
improve functionality they're not
necessarily selling those Services
Microsoft with all of their products
with Azure seem to be like the most
straightforward Revenue generating
company when it comes to having their
own AI model again correct me if I'm
wrong am I missing something it's
interesting to see kind of the Arc of
Bill Gates who rode the personal
computer wave kind of missed out a
little bit on some of the internet
Revolution certainly other businesses
took much more advantage of though of
that maybe missed out a little bit on
the mobile Revolution right the top
phones are Android and Apple Microsoft
phones maybe not so much and looks like
they were really falling behind in AI 2
until five years ago Kevin Sai and Bill
all got on a horn and said hey let's
throw a few billion at this Sam Altman
character and yeah let's see how well
that bet will be paying off I feel like
that may be the highest Roi investment
Microsoft has ever had and if you've
made this far then you might be
interested in this and yes this is a
product pitch so feel free to tune out
but if you've been following this
channel for a while you know that I am
really interested in building these AI
agents in building Automation in
learning how to wield V various AI tools
and AI capabilities to improve my
productivity to improve my ability to
have impact I mentioned before that I've
been in e-commerce for the last 10 plus
years so certainly using AI to help me
run various Ecom businesses and help
other people in that field I'm very
interested in that as well as
productivity as well as things like this
this channel where I talk about Ai and
try to teach Ai and how to use it so
this forum is just a few days old and
we're already approaching a thousand
members hopefully we'll cross into a th
in the next couple of days and the
overall sense that I'm getting from
people in The Forum is that most of us
see that there's big things coming and
we don't want to miss it we want to be
on the bleeding edge of AI we don't want
to look back on this you know in 5 to 10
years and go whoops we missed it
certainly I know if I did that I would
feel pretty foolish I'm very fortunate
that this channel is watched by and
listened to by many incredible smart
very highlevel people and for a long
time time people in the comments have
been asking me to organize something
like this so that we can all get
together and discuss and form ideas and
network and think over this stuff
together a mastermind group if you will
and I've attempted a few things and I've
kind of took my time of some of this
stuff unfortunately but but no more here
it is it's live it's working the
discussions are popping off I'm rapidly
releasing tutorials on how to build AI
agents on how to use the various AI
tools that I've learned and hopefully
mastered and that might be a good
jumping off point for people that are
just getting into the space but my real
big goal is to have the community be the
really valuable and and rare resource
the goal is to make this the biggest and
most valuable private Community online
the reason it's private is because my
first attempt at creating this was
creating an open form and there's a lot
of problems with that spam Bots it's
really hard to moderate and you have a
lot of people that are necessarily all
focused on the same goal the goal of
this community is to learn to level up
to grow I think that's why this thing
that Sam said resonates with me so much
to grow to create abundance is
unequivocally a great thing to do and he
says that to him it feels like a moral
imperative and to me it does too so if
you want to join in if you think that
this is something that would be useful
to you number one and number two that
you can hopefully provide some value
back to the world or to the community
based on the things that you learn the
things that you know then I will ask you
to join me help me let's build this
thing together with that said my name is
Wes rth and thank you for watching
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