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306 afleveringen, van nieuw naar oud
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AI’s Mild Ride: RoadBotics Puts AI on Pothole Patrol - Ep. 107
9 januari 2020 · 25 min
National Pothole Day is Jan. 15. Its timing is no accident. All over the Northern hemisphere, potholes are at their suspension-wrecking, spine-shaking worst this month. Thanks to AI, one startup is working all year long to alleviate this menace. Benjamin Schmidt, president and co-founder of RoadBotics, is using the tech to pave the way to better roads. Lees meer
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Serkan Piantino’s Company Makes AI for Everyone - Ep. 106
18 december 2019 · 23 min
Spell, founded by Serkan Piantino, is making machine learning as easy as ABC. Piantino, CEO of the New York-based startup and former director of engineering for Facebook AI Research, explained to AI Podcast host Noah Kravitz how he’s bringing compute power to those that don’t have easy access to GPU clusters. Lees meer
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Pod Squad: Descript Uses AI to Make Managing Podcasts Quicker, Easier - Ep. 105
4 december 2019 · 26 min
You can’t have an AI podcast and not interview someone using AI to make podcasts better. That’s why we reached out to serial entrepreneur Andrew Mason to talk to him about what he’s doing now. His company, Descript Podcast Studio, uses AI, natural language processing and automatic speech synthesis to make podcast editing easier and more collaborative. Lees meer
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Speaking the Same Language: How Oracle’s Conversational AI Serves Customers - Ep. 104
21 november 2019 · 33 min
At Oracle, customer service chatbots use conversational AI to respond to consumers with more speed and complexity. Suhas Uliyar, vice president of bots, AI and mobile product management at Oracle, stopped by to talk to AI Podcast host Noah Kravitz about how the newest wave of conversational AI can keep up with the nuances of human conversation. Lees meer
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AI4Good: Canadian Lab Empowers Women in Computer Science - Ep. 103
13 november 2019 · 28 min
Doina Precup is applying Romanian wisdom to the gender gap in the fields of AI and computer science. Lees meer
The associate professor at McGill University and research team lead at AI startup DeepMind spoke with AI Podcast host Noah Kravitz about her personal experiences, along with the AI4Good Lab she co-founded to give women more access to machine learning training.
Growing up in Romania, Precup attended a high school that specialized in computer science and a technical university. She didn’t experience gender disparity in these learning environments.
“If anything, programming was considered a very good job for women, because you did not need to be working in the fields,” she explained.
It made the gap in Canadian universities and companies even more noticeable. At McGill, Precup saw that female students were hesitant to speak up or pursue graduate studies.
Together with Angelique Mannella, CEO of AM Consulting and an Amazon employee, Precup was inspired to start the AI4Good Lab in 2017.
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AI Startup Brings Computer Vision to Customer Service - Ep. 102
30 oktober 2019 · 19 min
When your appliances break, the last thing you want to do is spend an hour on the phone trying to reach a customer service representative. Lees meer
Using computer vision, Drishyam.AI is eliminating service lines to help consumers more quickly.
Satish Mandalika, the CEO and founder of the deep learning-based image recognition platform, spoke with AI Podcast host Noah Kravitz about the company.
“Customer support is ripe for disruption,” Mandalika said. Drishyam.AI is changing the game by giving customers an app that they use to take a picture of the product they need help with at any time of day or night, rather than calling a help line.
Using computer vision, Drishyam.AI analyzes the issue and communicates directly with manufacturers, rather than going through retail outlets. This is more efficient because a product’s lifetime warranty is usually held by the company that made it, rather than the stores selling it like Home Depot and Lowe’s.
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Clean Sweep: Tokyo Robotics Company Builds Tidying Robots - Ep. 101
21 oktober 2019 · 18 min
Though creating an autonomous robot that can tidy a room seems like enough of an achievement, Tokyo-based Preferred Networks goes one step further. By integrating natural language processing (NLP) into their technology, their robots respond to commands and adjust their actions. Jun Hatori, a software engineer at Preferred Networks, stopped to talk with AI Podcast host Noah Kravitz about the company’s latest developments. Lees meer
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The Buck Starts Here: NVIDIA’s Ian Buck on What’s Next for AI - Ep. 100
16 oktober 2019 · 28 min
AI is still young, but software is available to help even relatively unsophisticated users harness it. That’s according to Ian Buck, general manager of NVIDIA’s accelerated computing group, who shared his views in our latest AI Podcast. Buck, who helped lay the foundation for GPU computing as a Stanford doctoral candidate, will deliver the keynote address at GTC DC on Nov. 5. To sign up for GTC DC, visit https://nvda.ws/2Jzg7T1 and use the 'GMPOD' promo code for a 20% discount. Lees meer
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GauGAN Rocket Man: Conceptual Artist Uses AI Tools for Sci-Fi Modeling - Ep. 99
1 oktober 2019 · 33 min
Have you ever wondered what it takes to produce the complex imagery in films like Star Wars or Transformers? The man behind the magic, Colie Wertz, is here to explain. Lees meer
Wertz is a conceptual artist and modeler who works on film, television and video games. He sat down with AI Podcast host Noah Kravitz to explain his specialty in hard modeling, in which he produces digital models of objects with hard surfaces like vehicles, robots and computers.
To make these images, Wertz has taken to using AI art tools such as GauGAN, a real-time painting web app that allows users to create realistic landscapes using generative adversarial networks.
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Say Yes to the AI Dress: Entrepreneur Brings GPUs to Fashion - Ep. 98
21 september 2019 · 22 min
In the future imagined by Pinar Yanardag, a postdoctoral research associate at MIT Media Lab, AI will collaborate with humans, not replace them. This is the concept behind her project, “How to Generate (Almost) Anything,” which she created with other students from the MIT Media Lab and professionals in the Boston area. Yanardag sat down with AI Podcast host Noah Kravitz to talk about this project, along with her other new creations. Lees meer
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Focal Systems Brings AI to Grocery Stores - Ep. 97
15 september 2019 · 25 min
We’ve all chosen the self-checkout stand over the human cashier, thinking it’ll take less time. Lees meer
But somehow, things take a terrible turn. The barcodes aren’t scanning, there’s a pop-up scolding you for not placing the product in the bagging area (though you did, of course), and an employee is coming over to fix the chaos.
It would’ve taken less time to go to the cashier.
Focal Systems is applying deep learning and computer vision to automate portions of retail stores in order to streamline store operations and get customers in and out more efficiently, without the pitfalls of the traditional self-checkout.
CEO Francois Chaubard sat down with AI Podcast host Noah Kravitz to talk about how the company is changing retailers.
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Kiwibots Bring Sustenance to Students - Ep. 96
10 september 2019 · 22 min
College students are many things — sleepy, overly caffeinated, stressed — but above all, they are hungry. Kiwi Campus is here to help. Co-founder and CEO of Kiwi Campus, Felipe Chávez, joined AI Podcast host Noah Kravitz to talk about Kiwi and its delivery service. Lees meer
Based in Berkeley, Calif., the company specializes in creating a robotic ecosystem for last mile delivery. Its solution is the Kiwibot. The small autonomous robot delivers orders seven days a week from 10 AM to 8 PM. Its coverage area includes UC Berkeley and the surrounding streets.
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Dial A for AI: Charter Boosts Customer Service with AI - Ep. 95
3 september 2019 · 19 min
Charter Communications is working to make customer service smarter even before an operator picks up the phone. Charter Communications, also known as Spectrum, is using AI to improve their customer service and process data more intelligently. Senior Director of Wireless Engineering Jared Ritter took a break from his presentations at GTC Santa Clara to talk to AI Podcast host Noah Kravitz about Charter’s perspective on customer relations. Lees meer
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Doc.ai CEO Walter De Brouwer on How Federated Learning Can Help Keep Data Private- Ep. 94
18 augustus 2019 · 30 min
Artificial intelligence thrives on data, the more the better. But when we’re talking about putting data in many industries, such as health care, to work, things can get very complicated, very quickly. Walter De Brouwer is CEO of Doc.ai, a Silicon Valley based company that’s building a medical research platform that can address this issue with federated learning. Lees meer
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Forget Storming Area 51, AI’s Helping Astronomers Scour the Skies for Habitable Planets - Ep. 93
7 augustus 2019 · 25 min
Imagine staring into the high-beams of an oncoming car. Now imagine trying to pick out a speck of dust in the glare of the headlights. That’s the challenge Olivier Guyon and Damien Gratadour face as they try to find the dull glint of an exoplanet — a planet orbiting a star outside our solar system — beside the bright light of its star. Lees meer
The pair -- Guyon is an instrument developer for Japan’s Subaru Telescope, and an astronomer at the University of Arizona; and Gratadour is an associate professor at the Observatoire de Paris and an instrument scientist at the Australian National University -- spoke with AI Podcast host Noah Kravitz about how they’re using GPU-powered extreme adaptive optics in very large telescopes to image nearby habitable planets.
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Making "Iron Man" Interface Real: AI-Based Virtualitics Demystifies Data Science with VR - Ep. 92
28 juli 2019 · 27 min
The words “data science” often inspire feelings of dread or confusion. But Virtualitics, an AI-based analytics platform, is bringing creativity and excitement to the field through machine learning and immersive virtualization. In our latest episode of the AI Podcast, Virtualitics Machine Learning Projects Head Aakash Indurkhya spoke with AI Podcast host Noah Kravitz about why VR can now be so useful. Lees meer
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Get Your Fashion Fix: Stitch Fix Adds AI Flair to Your Closet - Ep. 91
9 juli 2019 · 24 min
Some say style never fades, and now with the help of AI, finding one’s fashion sense is about to get a whole lot easier. Fashion ecommerce startup Stitch Fix is piecing together a seamless balance between AI-powered decision making and human judgement. We spoke with Stitch Fix Chief Algorithms Officer Brad Klingenberg about how the company is using AI to help us all dress better. Lees meer
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Talking Trucks with TuSimple's Chuck Price - Ep. 90
2 juli 2019 · 24 min
We’re all aware of the race to deliver self driving cars that will allow consumers to sit back and be chauffeured wherever they wish. But the implications of self-driving trucks might actually be bigger, in the short term. Our guest today is Chuck Price, Chief Product Officer of TuSimple, which is developing commercially ready level four fully autonomous driving solutions for the logistics industry: self-driving trucks. So let’s talk trucks. Lees meer
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Anthem Could Have Healthcare Industry Singing a New Tune - Ep. 89
26 juni 2019 · 21 min
AI is bringing convenience to your healthcare experience. Health insurance company Anthem helps patients personalize and better understand their healthcare information through AI. We spoke with
Rajeev Ronanki, senior vice president and chief digital officer at Anthem, about how AI makes data "meaningful and useful," for the healthcare giant. Lees meer -
SAS Chief Operating Officer Oliver Schabenberger - Ep. 88
4 juni 2019 · 17 min
SAS Chief Operating Officer Oliver Schabenberger spoke with us about how organizations can use AI and related technologies.
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AutoX's Professor X on the State of Automotive Autonomy - Ep. 87
29 mei 2019 · 21 min
The path to self driving vehicles is usually marked by six milestones, or levels, from level 0, or no automation, to level 5, or full autonomy. Jianxiong Xiao, CEO of of startup AutoX, has his sights set on level 4, defined by the National Highway Traffic Administration as “a car capable of performing all driving functions under certain conditions." Lees meer
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A-High: How Grownetics Automates Cannabis Cultivation with Deep Learning - Ep. 86
21 mei 2019 · 28 min
Sticky. Kind. Chronic. Reefer. Forget the dated slang. These days the word is ‘opportunity.’ The market for legal cannabis in the United States was estimated at $12 billion last year, up 30% year over year from 2017, and it’s projected to grow to $44 billion by 2020. Our guests this episode is Vincent Harkiewicz, is CEO and co-founder of Boulder, Colorado-based Grownetics, a startup that sits at the intersection of agtech, marjijuana, data analytics and artificial intelligence. Lees meer
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Teaching Families to Embrace AI - Ep. 85
16 mei 2019 · 30 min
Tara Chklovski is CEO and founder of Iridescent, a non-profit that provides access to hands on learning opportunities to prepare underrepresented children and adults for the future of work. She’s been called everything from the “pioneer empowering the incredible tech girls of the future,” to a “CEO science superstar hero.” Tara is here to talk about a bunch of things, including the UN’s AI for Good Global Summit this May in Geneva, and the AI World Championship, part of the AI Family Challenge, May 18 in Silicon Valley. Lees meer
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Astronomers Turn to AI as New Telescopes Come Online - Ep. 84
1 mei 2019 · 22 min
Good news: astronomers are getting new tools to let them see further, better than ever before. The bad news: they’ll soon be getting more data than humans can handle. To turn the vast quantities of data that will be pouring out of these instruments into world-changing scientific discoveries, Brant Robertson, a visiting professor at the Institute for Advanced Study in Princeton and an associate professor of astronomy at UC Santa Cruz, is turning to AI. Lees meer
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Primer's Sean Gourley on Bots, Propaganda and Fake News - Ep. 83
21 april 2019 · 31 min
In 2015 today's guest penned an article called "Robot Propaganda" for Wired magazine. It contained this then bold prediction: "we are likely to see versions of these bots deployed on U.S. audiences as part of the 2016 presidential election campaigns." Well we all know how that turned out. Sean Gourley, founder and CEO of Primer, joined us to talk about bots, propaganda and fake news and how they relate to the work his own company is doing in natural language understanding and generation. Lees meer
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UC Berkeley’s Pieter Abbeel on How Deep Learning Will Help Robots Learn - Ep. 82
11 april 2019 · 24 min
Robots can do amazing things. Compare even the most advanced robots to a three-year old, however, and they can come up short. UC Berkeley Professor Pieter Abbeel has pioneered the idea that deep learning could be the key to bridging that gap: creating robots that can learn how move through the world more fluidly and naturally. We caught up with Abbeel, who is director of the Berkeley Robot Learning Lab and cofounder of Covariant AI, a Bay Area company developing AI software that makes it easy to teach robots new and complex skills, at GTC 2019. Lees meer
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How the Breakthrough Listen Harnessed AI in the Search for Aliens - Ep. 81
27 maart 2019 · 19 min
UC Berkeley's Gerry Zhang talks about his work using deep learning to analyze signals from space for signs of intelligent extraterrestrial civilizations. And while we haven't found aliens, yet, the doctoral student has already made some extraordinary discoveries. Lees meer
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Ready for the Playoffs? Swish Analytics Can Help You Clean Up - Ep. 80
14 maart 2019 · 26 min
Not sure who will win the NBA playoffs? Looking for coaching when putting together your fantasy football team? Swish Analytics uses AI to help you pick winners. Corey Beaumont, co-founder and head of engineering at the startup, explains how Swish Analytics takes the same kind of mathematical models lenders use to assess whether a borrower is a good risk and applies them to the $1 trillion sports betting market. Lees meer
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How AI Helps GOAT Keep Sneakerheads a Step Ahead - Ep. 79
26 februari 2019 · 32 min
GOAT Group helps sneaker enthusiasts get their hands on authentic Air Jordans, Yeezys and a variety of old-school kicks with the help of AI. Michael Hall, director of data at GOAT Group explains how in a conversation with AI Podcast host Noah Kravitz. Lees meer
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How Nuance Brings AI to Healthcare - Ep. 78
11 februari 2019 · 23 min
You probably recognize the name Nuance from their work with speech recognition and virtual assistant technology. They’re one of the pioneers of voice recognition technology. Of course Nuance Communications has gotten into AI, but what you might not know is they’ve also gotten into using AI to chart the course of the healthcare industry and how physicians can use artificial intelligence to make people healthier and make their work better, Karen Holzberger is the vice president and general manager of Nuance’s Healthcare diagnostic solutions business. Lees meer
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Sort Circuit: How GPUs Helped One Man Conquer His Lego Pile - Ep. 77
23 januari 2019 · 30 min
At some point in life, every man faces the same great challenge: sorting out his children's Lego pile. Thanks to GPU-driven deep learning, Francisco "Paco" Garcia is one of the few men who can say they've conquered it. Here's how.
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A Man, a GAN, and a 1080 Ti: How Jason Antic Created 'De-Oldify' - Ep. 76
9 januari 2019 · 29 min
You don't need to be an an academic or to work for a big company to get into deep learning. You can just be a guy with a NVIDIA GeForce 1080 Ti and a Generative Adversarial network. Jason Antic, who describes himself as "a software guy," began digging deep into GANS. Next thing you know: he’s created an increasingly popular tool that colors old black-and-white shots to make them look good. Interested in digging into AI for yourself? Listen and get inspired. Lees meer
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How SoundHound Uses AI to Bring Voice and Music Recognition to Any Platform - Ep. 75
19 december 2018 · 29 min
SoundHound made its name as music identification service. Since then, SoundHound has become much more. It's leveraged its 10 plus years in data analytics to create a voice recognition tool companies can bake into any product. Here to tell us how SoundHound has grown into a major player in voice driven Ai is SoundHoud VP of Product Marketing Mike Zagorsek. Lees meer
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Good News About Fake News: AI Can Now Help Detect False Information - Ep. 74
6 december 2018 · 27 min
With “Fake News” embedding itself into, well, our news, it’s become more important than ever to distinguish between content that is fake or authentic. That’s why Vagelis Papalexakis, a professor of computer science at the University of California, Riverside, developed an algorithm that detects fake news with 75 percent accuracy. Lees meer
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A Conversation with the Entrepreneur Behind the World's Most Realistic Artificial Voices - Ep. 73
21 november 2018 · 36 min
Voice recognition is one thing, creating natural sounding artificial voices is quite another. Lyrebird - a member of NVIDIA’s Inception startup program - uses deep learning to take this a step further, with a system that's able to listen to a human voices and generate speech that mimics the sound of the original, human, speaker. We spoke with Lyrebird co-founder Jose Solero about the benefits of this technology, and why he feels the need to educate the public about what's possible. Lees meer
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Investor, AI Pioneer Kai-Fu Lee on the Future of AI in the US, China - Ep. 72
7 november 2018 · 34 min
Dr. Kai-Fu Lee has been at the center of artificial intelligence for decades. Lees meer
dr. Lee developed the world's first speaker independent continuous speech recognition system, selected as the most important innovation of the year by BusinessWeek, and that was back in 1988.
In the three decades since, Dr. Lee has led teams at Apple, Silicon Graphics, Microsoft and Google.
In 2009 Dr. Lee left Google to start Sinovation Ventures, which now manages a $2 billion fund focusing on technology startups in China and the United States.
His latest book, "AI Superpowers: China, Silicon Valley, and the New World Order," ranks number six on the New York Times Business Books best sellers list.
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How Intuit Uses Deep Learning to Help You with Your Taxes - Ep. 71
24 oktober 2018 · 32 min
Intuit Senior Vice President and Chief Data Officer Ashok Srivastava on how the personal finance giant is using AI to help make us all smarter about our finances.
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What's in Your Wallet? For Capital One, the Answer Is AI - Ep. 70
10 oktober 2018 · 25 min
When you hear of AI and machine learning, it’s easy to think of technology companies leading the charge. Capital One is determined to change that. In a conversation with AI Podcast host Noah Kravitz, Nitzan Mekel, managing vice president of machine learning at Capital One, explained how the banking giant is integrating AI and machine learning into customer-facing applications such as fraud-monitoring and detection, call center operations and customer experience. Lees meer
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Cycle of DOOM Now Complete: Researchers Use AI to Generate New Levels for Seminal Videogame - Ep. 69
17 september 2018 · 23 min
DOOM, of course, is foundational to 3D gaming. 3D gaming, of course, is foundational to GPUs. GPUs, of course, are foundational to deep learning, which is, now, thanks to a team of Italian researchers, two of whom we're bringing to you with this podcast, being used to make new levels for... DOOM. Lees meer
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This Astrophysics Grad Student Doesn't Always Make Memes... But When He Does, He Uses Deep Learning
29 augustus 2018 · 27 min
What's a meme? And what makes a meme, dank? Today's guest is Lawrence Pierson, a PhD student in theoretical astrophysics at Stanford University, will answer these questions, and more. He's the author a paper detailing how he and a classmate built a neural network to generate memes. Some of them are even funny. Lees meer
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Teaching Bots Learn by Watching Human Behavior - Ep. 67
22 augustus 2018 · 37 min
Robots following coded instructions to complete a task? Old school. Robots learning to do things by watching how humans do it? That’s the future. Earlier this year, Stanford’s Animesh Garg and Marynel Vázquez shared their research in a talk on “Generalizable Autonomy for Robotic Mobility and Manipulation” at the GPU Technology Conference last week. We caught up with them to learn more about generalizable autonomy - the idea that a robot should be able to observe human behavior, and learn to imitate it in a way that’s applicable to a variety of tasks and situations. Like learning to cook by watching YouTube videos, or figuring out how to cross a crowded room for another. Lees meer
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Startup Uses Deep Learning to Understand Voice - Ep. 66
8 augustus 2018 · 27 min
Any sufficiently advanced technology is indistinguishable from magic. As the years have passed what passed since the invention of the personal computer, what passes in the world of technology has changed dramatically. So what’s next? Voice computing is once answer. Voice computing is one of the hottest and most fascinating areas of today’s’ technology landscape. Peter Cahill is the CEO of Voysis, an Irish startup using AI to make voice computing more realistic, and a part of more online retail experiences everywhere. Lees meer
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Startup Uses AI to Help Airports Work More Smoothly - Ep. 65
18 juli 2018 · 24 min
Airport control towers are icons of the aviation industry. But a Canadian startup
wants to use artificial intelligence to make them a relic of the past. Searidge Technologies believes AI powered video systems can do a better job. -
Startup Uses AI to Give Consumers the Credit They Deserve - Ep. 64
3 juli 2018 · 21 min
Credit scores are a funny thing. Funny might not be the right word, but you know what we mean. You can't have a credit score unless you have a credit history. You have to use your credit to keep your score up, but if your score's not good enough, you can't get credit. But never fear, AI and machine learning are here to help. Our guest on this episode is Ajay Gopal, he's with Deserve, a startup that's using machine learning to extend credit to people who may not have a typical credit history. Lees meer
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NVIDIA Chief Scientist Bill Dally on Where AI Goes Next - Ep. 62
13 juni 2018 · 27 min
NVIDIA researchers are gearing up to present 19 accepted papers and posters, seven of them during speaking sessions, at the annual Computer Vision and Pattern Recognition conference next week in Salt Lake City, Utah. Joining us to discuss some of what's being presented at CVPR, and to share his perspective on the world of deep learning and AI in general is one of the pillars of the computer science world, Bill Dally, chief scientist at NVIDIA. Lees meer
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How AI's Storming the Fashion Industry - Ep. 61
7 juni 2018 · 26 min
Smarts are always in fashion, and our next guest has that in spades. Costa Colbert has been chasing down how brains — both real and artificial — work for 30 years. Dr. Colbert — who holds degrees in fields ranging from neural science to electrical engineering — is known for his studies of information transmission in pyramidal neurons of the mammalian hippocampus and neocortex. At MAD Street Den his team is putting modern deep learning techniques to work for retailers in a wide variety of ways — including using Generative Adversarial Networks to create images of models wearing clothes. Lees meer
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Netflix's Justin Basilico on How Entertainment and AI Intersect - Ep. 60
29 mei 2018 · 19 min
NetFlix has changed the way we watch television for the better. The streaming video pioneer is much more than just an entertainment giant for the 21st century — it’s also a pioneer when it comes to using machine learning. While Justin Basilico, a research director with NetFlix, can’t share all the spoilers, he knows better than anyone how entertainment and machine learning intersect. Lees meer
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A USB Port for Your Body? Startup Uses AI to Connect Medical Devices to Nervous System - Ep. 59
22 mei 2018 · 20 min
Think of it as like a USB port for your body. Emil Hewage is the co-founder and CEO at Cambridge Bio-Augmentation Systems, a neural engineering startup. They UK startup is building interfaces that use AI to help plug medical devices int our nervous systems. CBAS was named one of the top startups at Y Combinator’s Winter ‘17 cohort by TechCrunch and won the top prize with accelerator MassChallenge UK 2015. Lees meer
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The Long View on Big Data: Wayne Thompson, Chief Data Scientist, SAS Data Science Institute - Ep. 58
17 mei 2018 · 19 min
Wayne Thompson was into big data, before big data was cool. Now the world — even much of our GPU Technology Conference — revolves around the kinds of challenges the 25-year veteran of analytics software developer SAS Institute has made a career of helping enterprises master. How did that happen? We asked Thomson, Chief Data Scientist of SAS Data Science Technologies to talk about the big data, big models, and big computations driving deep learning, and to give us some perspective about what makes today’s deep learning technologies different. Lees meer
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NVIDIA's Bryan Catanzaro on the Latest from NVIDIA Research - Ep. 57
10 mei 2018 · 20 min
This week's episode features Bryan Catanzaro, vice president of applied deep learning research at NVIDIA, and if you've been following the podcast for a while, you know that an earlier episode featuring Bryan is one of the most popular podcasts we've done. Bryan is going to walk us through some of the latest developments at NVIDIA research... as well as share a story that involves Andrew Ng and cats. Lees meer