EDGE AI POD
Discover the cutting-edge world of energy-efficient machine learning, edge AI, hardware accelerators, software algorithms, and real-world use cases with this podcast feed from all things in the world's largest EDGE AI community.
These are shows like EDGE AI TALKS, EDGE AI BLUEPRINTS as well as EDGE AI FOUNDATION event talks on a range of research, product and business topics.
Join us to stay informed and inspired!
EDGE AI POD
From tinyML to the edge of AI: Introducing the EDGE AI FOUNDATION
Discover how the EDGE AI FOUNDATION is evolving from its roots in the tinyML Foundation to becoming a central hub for innovation and collaboration. Learn how initiatives like EDGE AI Labs and the EDGE AIP program are bridging the gap between academia and industry, training future AI leaders while tackling the ethical challenges of responsible AI development.
Explore the transformative potential of generative AI on edge devices, from providing vital healthcare diagnostics in remote areas to enabling adaptive robotics in factories. We'll highlight compelling reasons for companies to engage with the Edge AI Foundation, offering unparalleled access to cutting-edge research, top talent, and a voice in shaping the industry's future. As we navigate through real-life scenarios and ethical considerations, you’ll see why the urgency and opportunity surrounding Edge AI is something you don't want to miss.
Join us on this journey to ensure the benefits of AI are shared widely and responsibly by visiting edgeaifoundation.org.
Learn more about the EDGE AI FOUNDATION - edgeaifoundation.org
Hey everyone and welcome back. Today we're going to be doing a deep dive into something pretty fascinating, I think.
Speaker 2:Yeah.
Speaker 1:The Edge AI Foundation.
Speaker 2:Yeah.
Speaker 1:And you know, when you hear foundation, sometimes you're like ugh, another foundation. Yeah, but this one, I think is worth looking into.
Speaker 2:It really is.
Speaker 1:And to understand why, I think you first have to understand the whole concept of what Edge AI is.
Speaker 2:Right.
Speaker 1:And maybe you could give us like the quick rundown of that.
Speaker 2:Yeah, so Edge AI. It's basically instead of sending all of your data to the cloud for processing, you're doing all the processing right on your device.
Speaker 1:Okay, so like when I talk to my smart speaker, it's not sending everything back to Amazon servers.
Speaker 2:Exactly.
Speaker 1:That's kind of cool actually.
Speaker 2:Yeah, so it has a lot of benefits in terms of speed and efficiency, right and also data privacy.
Speaker 1:Oh, interesting.
Speaker 2:And you can also use it in places where there's, you know, not reliable internet. I see, so there's a lot of advantages.
Speaker 1:Okay, I'm starting to see why this is a big deal. Yeah, but where does this foundation part come in?
Speaker 2:Yeah, so the article that we're looking at today is an announcement about their evolution. Yeah, they actually started as the TinyML Foundation TinyML TinyML.
Speaker 1:What is that?
Speaker 2:Yeah, so you know how we have all these like little microcontrollers and everything these days. Yeah, like in your thermostat in your car. Tinyml was all about getting machine learning to run on these tiny devices.
Speaker 1:Oh.
Speaker 2:So, but as the field kind of expanded beyond just tiny stuff, I see. They decided to rebrand to the Edge AI Foundation to reflect that broader scope.
Speaker 1:Makes sense. So they're not just about the tech itself, but also supporting the whole ecosystem around it.
Speaker 2:Yeah, exactly, and this is where it gets really interesting for companies.
Speaker 1:Yeah.
Speaker 2:Because Edge AI is not just a cool concept anymore. It's actually poised to revolutionize entire industries. So we're talking healthcare manufacturing, even how companies like Amazon operate their smart devices.
Speaker 1:Okay, so now you've got my attention. Let's dig into what the foundation is actually doing and why companies should be throwing their support behind it and why companies should be throwing their support behind it.
Speaker 2:Okay, so first you have to understand the sheer potential we're talking about here. This article mentions things like neuromorphic computing.
Speaker 1:Neuromorphic computing.
Speaker 2:Which is essentially building chips that mimic the human brain.
Speaker 1:So AI that learns like we do, exactly, that sounds crazy powerful.
Speaker 2:It is. It means edge AI could become incredibly efficient, wow, adaptable, able to solve problems in ways that we can't even imagine yet. And that's just one example. We're also seeing things like generative AI, the stuff that creates text, images, even music, starting to run on edge devices.
Speaker 1:Hold on. I got to back up for a second.
Speaker 2:Yeah.
Speaker 1:We're going from my smart speaker responding a little bit faster to AI. That's basically creating things on the fly, right All on like a tiny device.
Speaker 2:That's the power of it.
Speaker 1:OK.
Speaker 2:And the foundation is really at the forefront of all this.
Speaker 1:So they're not just talking about it, they're actually building, like, the resources and connections to make this stuff happen.
Speaker 2:Exactly so. There are, like this, bridge between all the brilliant minds working on this and the companies who could benefit from it.
Speaker 1:OK.
Speaker 2:And that's why companies should be paying attention. All right, you know, the foundation is creating a space for collaboration and innovation.
Speaker 1:Hmm.
Speaker 2:And, importantly, a focus on making sure that edge AI is developed responsibly and ethically.
Speaker 1:Right, of course. So let's actually talk about some of those resources. What are they actually doing to support companies?
Speaker 2:Yeah.
Speaker 1:And this whole, you know, edge AI movement.
Speaker 2:Right. So one of their big initiatives is something called Edge AI Labs.
Speaker 1:Edge AI Labs.
Speaker 2:Okay.
Speaker 1:Think of it as like this giant sandbox where researchers and developers can share data, sets, models and code. I see it's all about open collaboration and accelerating the pace of innovation.
Speaker 2:So it's like a giant brain trust where everyone's kind of contributing and benefiting.
Speaker 1:Exactly, and it lowers the barrier to entry for companies who want to get involved in edge AI. Yeah, giving them access to cutting edge tools and expertise without having to start from scratch, that sounds like a huge advantage, especially for smaller companies that might not have the resources to build all this themselves.
Speaker 2:Exactly.
Speaker 1:Okay, cool, what else?
Speaker 2:And then there's the EDGE, aip, which stands for Academia and Industry Partnership. Okay, and this program focuses on training the next generation of AI leaders.
Speaker 1:Oh, okay.
Speaker 2:Bridging the gap between what's being taught in universities and the practical skills that are needed in the industry.
Speaker 1:So companies are basically getting a pipeline of talented individuals who are already up to speed on the latest.
Speaker 2:Right.
Speaker 1:In edge AI.
Speaker 2:It's a win-win situation. Companies get access to skilled talent.
Speaker 1:Yeah.
Speaker 2:And individuals get the training and mentorship they need to succeed in this rapidly evolving field.
Speaker 1:That's awesome, yeah. So we've got these labs, we've got these partnerships Yep. What else is going on?
Speaker 2:So it's not just about the technical skills.
Speaker 1:Right.
Speaker 2:The Edge AIP also emphasizes responsible AI development Right, so ensuring that ethical considerations are baked into the process from the start.
Speaker 1:That's huge. Yeah, I mean we can't just focus on the cool factor of AI without thinking about the potential downsides.
Speaker 2:Absolutely, and that's another area where the foundation plays a really vital role.
Speaker 1:OK.
Speaker 2:They're actively promoting industry standards and best practices, helping companies navigate this very complex landscape of data privacy, security and ethical AI deployment.
Speaker 1:So by supporting the foundation, companies are not only getting access to resources and talent, but also like a seat at the table where these important discussions are happening.
Speaker 2:Exactly. They have a voice in shaping the future of edge AI.
Speaker 1:I see.
Speaker 2:Ensuring it aligns with their values and the needs of their industry.
Speaker 1:That's a really good point, yeah, okay. So we've talked about how this is good for the companies, point. Yeah, okay. So we've talked about how this is good for the companies themselves. Yeah, but what about the bigger picture, like how does supporting the Edge AI Foundation benefit society as a whole?
Speaker 2:Yeah, that's where it gets really exciting. Remember how we talked about Edge AI's potential to democratize access to AI.
Speaker 1:Yeah, you mean bringing AI to parts of the world that haven't traditionally had access to this kind of technology.
Speaker 2:Imagine the possibilities if we could empower communities around the globe with AI-powered tools for healthcare, education, agriculture.
Speaker 1:That's what I call impact. It's not just about making businesses more efficient. It's about using technology to address some of the world's most pressing challenges.
Speaker 2:Right, and that's a really powerful message for companies to embrace. Supporting the Edge AI Foundation is about more than just ROI. It's about aligning your brand with a purpose that resonates with employees, customers and investors.
Speaker 1:It's about being a part of something bigger than just the bottom line, exactly, okay, I think we've laid out a pretty compelling case here, but let's get specific for a moment. Okay, if I'm a company listening to this, how can I actually get involved with the Edge AI Foundation? What are the practical steps?
Speaker 2:So the article provides a great starting point. Their website edgeoffoundationorg.
Speaker 1:Easy enough.
Speaker 2:Yeah, and it's like a gateway to all their resources, including information on how to become a member, sponsor projects or even contribute to their open source initiatives.
Speaker 1:So there are options for companies of all sizes and levels of engagement.
Speaker 2:Exactly. You can start small by just joining their community forum and engaging in discussions, or you can dive right in and partner with them on research projects or talent development programs.
Speaker 1:So it sounds like they've made it really easy for companies to find their place and contribute in a meaningful way. Exactly Awesome, and you know? Before we move on, I just want to touch on something you mentioned earlier. Yeah, we were talking about generative AI on the edge.
Speaker 2:Right.
Speaker 1:I got to admit I'm still struggling to grasp the full implications of that. Can we circle back and maybe explore that a bit more?
Speaker 2:Of course, generative AI is already transforming the digital world as we know it.
Speaker 1:Yeah.
Speaker 2:And bringing that power to edge devices is like adding rocket fuel to the fire okay, paint me a picture here.
Speaker 1:Yeah, what kinds of real-world applications are we talking about?
Speaker 2:so imagine this you're a doctor in a remote village with limited access to specialists. With generative AI on an edge device, you can have a tool that analyzes patient symptoms, generates, generates potential diagnoses and even suggests treatment options. Wow, all without needing an internet connection.
Speaker 1:That's incredible. It's like bringing the expertise of a specialist to every corner of the world.
Speaker 2:Exactly, and it goes beyond healthcare. Okay, think about manufacturing. Imagine a factory where robots equipped with generative AI can adapt to changing production.
Speaker 1:So it's not just about making things faster, it's about making them smarter and more adaptable.
Speaker 2:And that's the key Generative AI on the edge empowers devices to become true problem solvers, not just data processors. That's a good distinction. It's a paradigm shift in how we interact with technology, not just data processors.
Speaker 1:That's a good distinction. It's a paradigm shift in how we interact with technology. Okay, I'm starting to see how this is much bigger than just a incremental improvement. Yeah, it's like a fundamental change in how we think about AI and its role in our lives, exactly, wow. Okay, and the Edge AI Foundation is positioning itself as like the central hub for this transformation.
Speaker 2:Yeah, they're bringing together the brightest minds in academia, industry and technology to ensure that generative AI on the edge is developed responsibly and deployed ethically.
Speaker 1:So companies that support the foundation are essentially getting a front row seat to this revolution.
Speaker 2:Right.
Speaker 1:Shaping its direction and ensuring that its benefits are shared widely.
Speaker 2:Exactly it's an opportunity to be a leader, not a follower, in this exciting new era of AI.
Speaker 1:I love it All right. Well, this deep dive has been eye-opening Good. I went from what is tiny ML to feeling like I'm on the verge of witnessing a technological tsunami.
Speaker 2:And that's the beauty of edge AI it's happening all around us, often in ways that we don't even realize.
Speaker 1:That's true.
Speaker 2:But its impact is only going to grow exponentially in the years to come.
Speaker 1:All right. So what's the key takeaway for our listener, the person who's been on this journey with us today?
Speaker 2:The future of AI is happening at the edge and it's happening now. The choices that we make today, both as individuals and as companies, will determine how this technology shapes our world.
Speaker 1:And the Edge AI Foundation is providing a platform for us to make those choices collectively Right, Ensuring that Edge AI is a force for good, driving innovation, solving problems and creating a more sustainable and equitable future for all.
Speaker 2:Couldn't have said it better myself.
Speaker 1:So we've talked about the why why companies should care about Edge, AI and the Foundation Right but what about the how? What does it actually look like to get involved?
Speaker 2:Yeah, so that's the great thing about it. It's not like some exclusive club. Yeah, the article mentions their website, edgeaifoundationorg, and that's your starting point. No matter who you are Want to just learn more. They've got resources galore. Feeling ambitious, you can explore partnerships, contribute to projects, even just join their community forum to connect with others in this space.
Speaker 1:Okay. So it's not just about throwing money at the problem. It's about actively engaging with what they're doing.
Speaker 2:Exactly, and that's where the real value comes in for companies.
Speaker 1:I see.
Speaker 2:You know, remember Edge AI Labs. It's not just researchers toiling away in isolation. It's a space for companies to connect with cutting edge development, potentially even influence the direction of the tech. That's a competitive edge you can't just buy.
Speaker 1:Right, and I'm also thinking back to what you said about talent.
Speaker 2:Yeah.
Speaker 1:If companies are struggling to find people with the right edge AI skills, the foundation's training programs sound like a goldmine.
Speaker 2:It's a really smart investment.
Speaker 1:Yeah.
Speaker 2:Not only are you potentially getting early access to top talent Right, but you're also helping to shape the curriculum, making sure it aligns with the real world needs of the industry. That's a long-term strategy that pays off for everyone.
Speaker 1:Absolutely. We've covered a lot of ground in this deep dive. We've covered a lot of ground in this deep dive. We've gone from what is edge AI to exploring its potential to revolutionize entire industries, even solve global challenges.
Speaker 2:Yeah.
Speaker 1:But I think what's really striking me is a sense of urgency and opportunity that surrounds all of this.
Speaker 2:It's not just about keeping up with the latest tech trend. It's about being a part of something much bigger. You know the decisions we make today about edge. Ai will have ripple effects for years to come. It's true.
Speaker 1:It's exciting and a bit daunting to think about the responsibility we all share in shaping this future.
Speaker 2:Absolutely. And that brings me to my final thought for our listener today.
Speaker 1:Okay.
Speaker 2:We've laid out the case for supporting the edge AI foundation.
Speaker 1:Right.
Speaker 2:But ultimately the decision is yours.
Speaker 1:Yeah.
Speaker 2:Do you want to be a passive observer as this technology reshapes the world, or do you want to be an active participant, shaping its development and ensuring that its benefits are shared widely?
Speaker 1:It's a big question.
Speaker 2:It is. The choice is in your hands.
Speaker 1:The article ends with a call to action.
Speaker 2:Okay.
Speaker 1:And I think that's the perfect note to end on Visit edgyfoundationorg, explore their resources and see how you can become part of this incredible movement.
Speaker 2:I like it.
Speaker 1:The future of AI is at the edge and it's waiting for you to join the journey.
Speaker 2:That's a wrap on our deep dive into the Edge AI Foundation.
Speaker 1:Great deep dive.
Speaker 2:Thanks for listening and until next time. Keep exploring, keep learning and keep pushing the boundaries of what's possible. And it's not just about the technical skills. The edge AIP also emphasizes responsible AI development, so ensuring that ethical considerations are baked into the process from the start.
Speaker 1:Oh, that's huge. Yeah, we can't just focus on the cool factor of AI without thinking about the potential downsides.
Speaker 2:Exactly, and that's another area where the foundation plays a vital role. They're actively promoting industry standards and best practices, helping companies navigate this complex landscape of data privacy, security and ethical AI deployment.
Speaker 1:So by supporting the foundation, companies are not only getting access to resources and talent, but also like a seat at the table where these important discussions are happening.
Speaker 2:Exactly. They have a voice in shaping the future of edge AI, ensuring it aligns with their values and the needs of their industry.
Speaker 1:Okay, so we've talked about how this is good for the companies themselves, but what about the bigger picture Like how does supporting the edge AI foundation benefit society as a whole?
Speaker 2:Yeah, that's where things get really exciting. Remember how we talked about edge AI's potential to democratize access to AI O'.
Speaker 1:Yeah, you mean bringing AI to parts of the world that haven't traditionally had access to this kind of technology.
Speaker 2:Exactly. Imagine the possibilities if we could empower communities around the globe with AI-powered tools for healthcare, education, agriculture. The list goes on and on.
Speaker 1:Wow, now that's what I call impact. It's not just about making businesses more efficient. It's about using technology to address some of the world's most pressing challenges.
Speaker 2:Right, and that's a really powerful message for companies to embrace. Supporting the Edge AI Foundation is about more than just ROI. It's about aligning your brand with a purpose that resonates with employees, customers and investors.
Speaker 1:It's about being a part of something bigger than just the bottom line. Okay, I think we've laid out a pretty compelling case here, but let's get specific for a moment. If I'm a company listening to this, how can I actually get involved with the Edge AI Foundation? What are the practical steps?
Speaker 2:The article provides a great starting point. Their website, edgeoffoundationorg yeah, and it's a gateway to all of their resources, including information on how to become a member, sponsor projects or even contribute to their open source initiatives so there are options for companies of all sizes and levels of engagement exactly.
Speaker 2:You can start small, just by joining their community forum and engaging in discussions, or you can dive right in and partner with them on research projects or talent development programs sounds like they've made it really easy for companies to find their place and contribute in a meaningful way exactly and remember supporting the foundation isn't just about writing a check right.
Speaker 1:It's about actively participating in shaping the future of edge AI, lending your expertise and working collaboratively to ensure this technology benefits everyone exactly now. Earlier we touched on generative AI on the edge and I have to admit I'm still struggling to grasp the full implications of that.
Speaker 2:Yeah.
Speaker 1:Can we circle back and maybe explore that a bit more?
Speaker 2:Of course, generative AI is already transforming the digital world as we know it, and bringing that power to edge devices is like adding rocket fuel to the fire.
Speaker 1:Okay, paint me a picture. What kinds of real world applications are we talking about here?
Speaker 2:So imagine this You're a doctor in a remote village with limited access to specialists.
Speaker 1:Okay.
Speaker 2:With generative AI on an edge device, you could have a tool that analyzes patient symptoms, generates potential diagnoses and even suggests treatment options, all without needing an internet connection.
Speaker 1:That's incredible. It's like bringing the expertise of a specialist to every corner of the world.
Speaker 2:Exactly, and it goes beyond healthcare.
Speaker 1:Okay.
Speaker 2:Think about manufacturing. Imagine a factory where robots equipped with generative AI can adapt to changing production needs on the fly, optimizing efficiency and reducing waste.
Speaker 1:So it's not just about making things faster, it's about making them smarter and more adaptable.
Speaker 2:And that's the cue. Generative AI on the edge empowers devices to become true problem solvers, not just data processors.
Speaker 1:That's a good distinction.
Speaker 2:It's a paradigm shift in how we interact with technology.
Speaker 1:Okay, I'm starting to see how this is much bigger than just an incremental improvement. It's a fundamental change in how we think about AI and its role in our lives.
Speaker 2:Exactly.
Speaker 1:Wow, okay, and the Edge AI Foundation is positioning itself as, like, the central hub for this transformation.
Speaker 2:Yeah, they're bringing together the brightest minds in academia, industry and technology to ensure that generative AI on the edge is developed responsibly and deployed ethically.
Speaker 1:So companies that support the foundation are essentially getting a front row seat to this revolution.
Speaker 2:Right.
Speaker 1:Shaping its direction and ensuring its benefits are shared widely.
Speaker 2:Exactly it's an opportunity to be a leader, not a follower, in this exciting new era of AI.
Speaker 1:I love it. Well, this deep dive has been eye-opening. I went from what is tiny ML to feeling like I'm on the verge of witnessing a technological tsunami.
Speaker 2:And that's the beauty of edge AI it's happening all around us, often in ways that we don't even realize.
Speaker 1:That's true.
Speaker 2:But its impact is only going to grow exponentially in the years to come.
Speaker 1:So what's the key takeaway for our listener, the person who's been on this journey with us today?
Speaker 2:The future of AI is happening at the edge, and it's happening now. The choices that we make today, both as individuals and as companies, will determine how this technology shapes our world.
Speaker 1:And the Edge AI Foundation is providing a platform for us to make those choices collectively Right, Ensuring that Edge AI is a force for good, driving innovation, solving problems and creating a more sustainable and equitable future for all.
Speaker 2:Couldn't have said it better myself.
Speaker 1:Well, that about wraps it up for our deep dive into the Edge AI Foundation.
Speaker 2:Yeah, great discussion.
Speaker 1:I learned a lot. I hope you did too at home. And, as always, keep exploring, keep learning and keep pushing the boundaries of what's possible. We'll see you next time.