AI has arrived and it seems to be everywhere. But what makes AI tick on ultra-low power devices like smartphones? How can we expect to harness not only recommendation engines and Google maps, but also, generative AI and true machine learning on devices that consume only a few watts of power? Let's find out and learn what market innovators like Qualcomm are doing to shape the future of personal AI assistance. Join us LIVE at 5:30 ET Wednesday 5/31/23! Please Support The Channel - Like, Subscribe And Hit That Reminder Bell! Chapters: 0:00:00 - Countdown 0:04:54 - Teaser & Introductions 0:06:35 - About Qualcomm AI Research 0:12:20 - How Has AI Already Impacted Mobile User Experiences? 0:15:40 - How To Encourage More Natural Voice Assistant Interactions? 0:16:40 - Differences And Optimizations Of Generative AI Models 0:18:01 - Challenges Of Bringing AI To Low Power/Edge Devices 0:23:37 - Neurons? Quantization? Basics of AI Lingo 0:28:12 - How Is Accuracy Improved Despite Using Int8/Int4? 0:33:21 - What Mobile Apps Are Already Using Int8? 0:35:30 - Why Shouldn't FP Substitute For Int On Mobile? 0:39:07 - NN Model Optimization Visual 0:39:48 - Compilation Optimization For Various Hardware 0:41:33 - What Considerations Determine Where A Workload Runs? 0:43:23 - Int4 Super Resolution QSRNet Gaming Demo 0:50:00 - How Is Qualcomm Approaching And Researching AI Ethics? 0:52:55 - Stable Diffusion On Mobile Live Demo 1:00:43 - Will Super Resolution, Etc. Make It To Mid-Tier Phones? 1:02:46 - What Aspects Of AI Research Personally Excite You? 1:07:12 - Wrap-Up And Thanks For Stopping By! Subscribe! https://bit.ly/3MihOos Support our work on Patreon: https://bit.ly/42qgeGx Score some sweet HH Merch! null Our Daily Mail Blast - http://eepurl.com/gUQHMX Our Social Channels https://www.twitter.com/HotHardware https://www.facebook.com/HotHardware https://www.instagram.com/hothardware/ https://flipboard.com/@HotHardware On The Web Our Main Page - https://hothardware.com/ Gear That Makes Us Go Canon R6 Camera - https://amzn.to/3us2pal Canon 80D Camera - https://amzn.to/3kqSOMm Olympus OM-D EM1 Mark III - https://amzn.to/3aSLHc6 Olympus M.Zuiko 25mm Ff1.2 - https://amzn.to/2P6GmFH Glorich ACK-E6 Power Adapter For Canon Cameras - https://amzn.to/2PcXwlh EVGA XR1 Capture Device - https://amzn.to/3ssFKZG Archycals 4K/1080P 60 USB 3.0 Capture Device - https://amzn.to/3r7pJIp Audio Technical AT2020 USB Mic - https://amzn.to/3pUzgky Blue Yeti Silver USB Mic - https://amzn.to/3aR0fcs Neewer 90W Desk Mount LED Video Light - https://amzn.to/3sqaKsZ Neewer Round LED Panel Video Lighting - https://amzn.to/3pUyiVa 15" Bi-Color LED Video Light Panel - https://amzn.to/2O4444Q YONGNUO YN300 Air II LED Video Light Panel - https://amzn.to/3dNlUUK Neewer Mini Aluminum Light Stands - https://amzn.to/3dL8hFv Neewer Desktop Tripod - https://amzn.to/3kvhMKw LG Ultragear 38GL950G 38" IPs Curved Gaming Monitor - https://amzn.to/3Fq4tFs #AI #MachineLearning #Qualcomm