AI Hustle: News on Open AI, ChatGPT, Midjourney, NVIDIA, Anthropic, Open Source LLMs: Amazon's Game-Changer: The 'Super Agent' AI Alexa of the Future
Jaeden Schafer & Jamie McCauley 10/9/23 - Episode Page - 11m - PDF Transcript
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So in a fairly high-profile move yesterday, Amazon unveiled the large language model
behind its voice assistant Alexa, which is essentially positioning it and they're positioning
it right now as a super agent in the AI landscape.
So Rohit Prasad, who's Amazon's generative AI head, gave a kind of behind-the-scenes
glimpse into this really fast evolution that they've done for those that don't remember.
Most of these assistant kind of technology platforms completely scrapped.
I believe Google's completely scrapping the entire Google's assistant and they're rebuilding
them essentially with something like chatGPT with a large language model instead, as this
technology is a lot better.
They're going to have to have a lot of in-house stuff to make it work and be impactful, but
essentially those platforms are getting completely scrapped.
The only one I haven't really heard much from is Amazon's Siri.
I don't want to hate too much on Amazon, but I'm hoping they follow suit and come up with
something that's a little bit more advanced and a little bit more forward-thinking.
So in any case, Alexa's latest LLM avatar isn't just an upgrade, according to them.
They say it is a complete overhaul.
So now it is intertwined with thousands and thousands of devices and services, according
to Prasad, who is the Senior Vice President and Chief Scientist of Artificial General
Intelligence.
He kind of climbed Amazon's ranks since he joined back in 2014, but in any case, he shared
some of his insights from the company's new headquarters and he says that the integrations
make Amazon's Alexa deeply rooted in real-time knowledge that resonates directly with users.
So the sheer scale of API connections, he believes, is unparalleled.
So this really could be something revolutionary.
I actually, like, I haven't tested it, you know, they're kind of holding it close to the
chest.
I don't think they have a full launch yet, but I do believe this is going to be something
revolutionary.
If they're saying, if what they're saying is true, that they have an insane amount of
API connections, I really do think that is kind of the way we take these assistants to
the next level.
So of course, chat should be as powerful.
It generates content, gives you ideas and responds.
If you actually want to translate something to HPT, tells you into the real world, you
need APIs, you need connections to software you currently use.
Google's going to be able to do this, I think, in a big way because, you know, they have
integrations directly into your Gmail, into your, you know, Google Docs, Drive, Google
Meets, Calendar, like so many different pieces of YouTube, so many pieces of software that
you use every day are created by Google.
So I think Google's going to have a powerful case for this.
Their assistant is going to be really powerful in kind of doing things for you.
Amazon, I think, will be able to do a lot.
They're integrated into a lot of different things, smart homes and whatnot.
So it'll be really interesting to see how this works.
And I think they are, I think they're playing the right move here with essentially doing
these API connections, right?
You can tell it to do something.
It's connecting to a piece of software you have and fulfilling that task.
So Alexa's journey with AI is not new, but this leap, which is featuring some state-of-the-art
LLMs and a decoder-only architecture really resonates with the acceleration of Alexa's
debut, which was way back in 2014.
This thing was getting a little old and outdated, so now they're giving it a full-on refresh.
And Prasad kind of noted that their mission is to develop a personal AI that offers a
seamless intuitive interaction or interactive experience, whatever, I'm sure anyone could
say that.
He was really quick to differentiate Amazon's approach from other ones like ChatGPT or
Anthropics Clawed, saying, quote, we're not a chatbot in a browser.
And he kind of talked and emphasized the fact that Alexa's tangible impact on the real
world contrasting it with more of the chatbot experience, and really they're saying it's
going to have a more, a bigger impact because it's actually integrated into APIs and software.
So it can actually do the thing.
You tell it to do something, and it does the thing versus ChatGPT where you just ask it
a question, and it's just kind of inside of its own little bubble, its own little world.
So the new Alexa essentially has the fusion of computer vision, natural language processing,
and pattern recognition, which is making it hugely complex, according to them.
And he said the essence is to kind of simplify this complexity for users and developers.
Now something that I think is really interesting here, we're going to see all of these big,
huge companies like Google and Amazon and everyone else making these big, huge pivots
to AI and all the crazy things they can do, and they're going to tell everyone, like,
I'm so much better than ChatGPT, blah, blah, blah, I try to put it down, which I think
is, you know, I love the healthy competition, this pushes everyone to be better.
One thing I will note, it kind of reminds me of like a lot of legacy automakers who for
years refused to create electric cars, said it was impossible, the battery technology wasn't
there, yada, yada.
Tesla came around, made it viable, then all of a sudden every, you know, every car company
is coming out with electric cars, some of them are saying we're going to be completely
electric by X, Y, and Z year.
And it's kind of interesting because there's this whole thing where it's like, like no
one does it, like all of these tech companies, like Amazon, Google, Microsoft, they had an
Apple, they had the money to do ChatGPT, they even had the technology, but they were worried
about cannibalization, it was a big cost, they weren't quite there, they just didn't
have the vision, they were big, kind of corporate, slow companies, all of a sudden the startup
comes in, makes this incredible thing, and it gets really popular, and now everyone
has to do it, and they're like, I don't know, it's kind of funny to me when they're like
putting down ChatGPT, like, it's just like this little, you know, this little toy on
a browser, ours is so much better, blah, blah, blah, and it's like, yeah, well, if it wasn't
for that little toy on a browser, there's no way you would have put this massive investment,
you would have had the direction and the vision to pull off what you're doing.
So it's just funny, totally understandable, but I guess there's, the ChatGPT doesn't
get to be the hero and no one's going to give it a round of applause when they're all competing
and having to say why they're the best.
So the real, I think, well really what I think is interesting here is kind of as with any
tech products which are deeply embedded into daily lives, questions of privacy arise, right,
so Alexa has previously faced a lot of scrutiny on this front, as have other Amazon acquisitions
like Roomba, however Prasad was really, pretty much she said the Amazon stance on data privacy
hasn't changed, she's kind of emphasizing user trust as being paramount, he asserted
that the company's commitment to transparency is really strong and he's kind of reminding
people that they've always had the power to monitor and manage their data via the privacy
dashboard, that is not my favorite response, sure, like talk about how privacy is important
and whatnot, I think that's cool, but like being like, I just hate it when tech companies
are like, you guys have the power to like monitor your data, like yeah right, you guys
like throw it in like the most hard to find settings, like Google and they're like, you
can opt out of us scraping your entire Gmail and training our models with it, they're not
doing that, but they have a bunch of different things that are like using your data and stuff,
now for AI stuff, and so they're like, you can opt out of it at any time, it's like yeah
right, like how, I didn't know you like added that to the terms of service, so unless I was
reading this article or listening to the podcast right now, I had no idea you'd be doing that,
I'm gonna, what, you pop up this terms of service like a thousand new things and I'm
just gonna click accept because I have to click accept to get the latest iOS update,
and then now it's in some random settings dashboard somewhere where I gotta like dig
up and find, anyways, that's just like my pet peeve is when these big software companies
are like, you have the power to like see what data and like turn off your settings and like
opt out of stuff, it's like, yeah, I don't know, seems kind of scummy, in any case though,
I think despite Alexa's, you know, huge capabilities right now, some, like really
Prasad kind of insisted on a crucial distinction, he said that Alexa is and always will be an AI
as it gets embedded into homes and lives, he emphasized the need for users to be
aware of its AI nature, I don't know, it's kind of alluding to the fact that you might think it's
a human, it's kind of weird but whatever, this is a direct quote, if there's any point where
people forget it's an AI, then Alexa should remind people that it's an AI, I don't know,
that's also just like the weirdest concept, I'm sure people don't think Alexa is a real human
being, in my opinion, this announcement kind of solidifies Amazon's position in the AI realm,
it sets a tone for what future voice assistants are going to look like, which are going to be
really integrated, going to be very intuitive, and are going to have a lot of like third party
software kind of built in and accessible, it's going to be really interesting to see how the
scales, if this gives like a big boost to Amazon devices in general, and it's going to be interesting
to see how other assistants respond, specifically Alexa, or specifically responses from Siri,
Cortana, and Google's assistant. If you are looking for an innovative and creative community of people
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Machine-generated transcript that may contain inaccuracies.
In this episode, we unveil Amazon's visionary leap into the future with their 'Super Agent' AI Alexa. Explore the remarkable capabilities and potential impact of this next-generation virtual assistant. Join us for an in-depth look at how AI is reshaping our daily interactions and the possibilities that lie ahead with the Alexa of tomorrow.
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