Slide 1: AI and the Internet. How to Unlock a Synergistic Future
Dr Mark Reilly Managing Partner, Technology AI and the Internet. How to Unlock a Synergistic Future
Slide 2: Delivering value through growing innovative companies
Delivering value through growing innovative companies that enable and secure the digital economy, create new human capability, and generate prosperity for all. IP Group PLC | Deeptech Partnership 2 © IP GROUP PLC 2023
Slide 3: IP Group Deeptech: A Track Record of Success
IP Group Deeptech: A Track Record of Success. Assets grown from seed stage to £100M+ Wave Optics sold to Snap Inc for over $0.5B Europe’s largest venture-backed deeptech exit. Founder investor, grown to ~£300m enterprise value. Stake in Yoyo Wallet sold to Teya (formerly SaltPay). Early investor, gr
Slide 4: IP Group Deeptech: Key Focus Areas
IP Group Deeptech: Key Focus Areas. Applied AI. Human Machine Interface. Artificial Intelligence applied to Hardware and software that enhance and specific application areas. evolve our interactions with machines. Next-Generation Networks. Future Compute. Improve the performance and New computer sys
Slide 5: AI and the Internet. How to Unlock a Synergistic Future
Dr Lee Thornton Partner, Deeptech AI and the Internet. How to Unlock a Synergistic Future
Slide 6: Video Technology: Past, Present & Future
VIDEO COMPRESSION TECHNOLOGY PAST, PRESENT & FUTURE SEBASTJAN CIZEL ML Lead DEEPRENDER.AI ® DEEP RENDER 2023. ALL RIGHTS RESERVED
Slide 7: Compression is everywhere
COMPRESSION IS EVERYWHERE TABLET LAPTOP GAME CONSOLE MOBILE VR DESKTOP COMPRESSION VIDEO COMPRESSION TECHNOLOGY 2
Slide 8: Video files are large
...WHY? VIDEO FILES ARE LARGE 1 hour of raw 4k video 3 terabytes of data requires 7 gigabit per second internet connection to stream VIDEO COMPRESSION TECHNOLOGY 100X Average broadband speed (70 Mbp/s) 3
Slide 9: Video files are large
...WHY? VIDEO FILES ARE LARGE 1 hour of raw 4k video 3 terabytes of data requires 7 gigabit per second internet connection to stream VIDEO COMPRESSION TECHNOLOGY 100X Average broadband speed (70 Mbp/s) 4
Slide 10: Video files are large
...WHY? VIDEO FILES ARE LARGE 1 hour of raw 4k video 3 terabytes of data requires 7 gigabit per second internet connection to stream VIDEO COMPRESSION TECHNOLOGY 100X Average broadband speed (70 Mbp/s) 5
Slide 11: Video files are large
...WHY? VIDEO FILES ARE LARGE 1 hour of raw 4k video 3 terabytes of data requires 7 gigabit per second internet connection to stream VIDEO COMPRESSION TECHNOLOGY 100X Average broadband speed (70 Mbp/s) 6
Slide 12: Video files are large
...WHY? VIDEO FILES ARE LARGE 1 hour of raw 4k video 3 terabytes of data requires 7 gigabit per second internet connection to stream VIDEO COMPRESSION TECHNOLOGY 100X Average broadband speed (70 Mbp/s) 7
Slide 13: Traditional compression: the past
THE PAST TRADITIONAL COMPRESSION Input Frame Complex, hand designed Motion Compensation Forward Transformation ME Inter Forward Output Specialised hardware needed Frame MC Quant Frame Queue Mode Spatial Intra Selector Prediction Inverse Quant Slow progress and market penetration In-Loop Inverse Filt
Slide 14: Traditional compression: the past
THE PAST TRADITIONAL COMPRESSION Input Frame Complex, hand designed Motion Compensation Forward Transformation ME Inter Forward Output Specialised hardware needed Frame MC Quant Frame Queue Mode Spatial Intra Selector Prediction Inverse Quant Slow progress and market penetration In-Loop Inverse Filt
Slide 15: Traditional compression: the past
THE PAST TRADITIONAL COMPRESSION Input Frame Complex, hand designed Motion Compensation Forward Transformation ME Inter Forward Output Specialised hardware needed Frame MC Quant Frame Queue Mode Spatial Intra Selector Prediction Inverse Quant Slow progress and market penetration In-Loop Inverse Filt
Slide 16: Traditional compression: the past
THE PAST TRADITIONAL COMPRESSION Input Frame Complex, hand designed Motion Compensation Forward Transformation ME Inter Forward Output Specialised hardware needed Frame MC Quant Frame Queue Mode Spatial Intra Selector Prediction Inverse Quant Slow progress and market penetration In-Loop Inverse Filt
Slide 17: Collapse of the internet data infrastructure
THE PRESENT INTERNET TRAFFIC RELATIVE COMPRESSION IMPROVEMENT 190 750 170 650 150 550 130 450 110 350 90 250 70 150 50 30 50 2014 2016 2018 2020 2022 2024 1996 2004 2014 2022 MPEG 2 AVC/H.264 HEVC/H.265 AV1 COLLAPSE OF THE INTERNET DATA INFRASTRUCTURE VIDEO COMPRESSION TECHNOLOGY 12
Slide 18: Collapse of the internet data infrastructure
THE PRESENT INTERNET TRAFFIC RELATIVE COMPRESSION IMPROVEMENT 190 750 170 650 150 550 130 450 110 350 90 250 70 150 50 30 50 2014 2016 2018 2020 2022 2024 1996 2004 2014 2022 MPEG 2 AVC/H.264 HEVC/H.265 AV1 COLLAPSE OF THE INTERNET DATA INFRASTRUCTURE VIDEO COMPRESSION TECHNOLOGY 13
Slide 19: Compression: the future
THE FUTURE COMPRESSION 80%+ better compression Optimise video quality for human visual system Flexible and widely adoptable Rapidly growing hardware and software ecosystem VIDEO COMPRESSION TECHNOLOGY 14
Slide 20: Compression: the future
THE FUTURE COMPRESSION 80%+ better compression Optimise video quality for human visual system Flexible and widely adoptable Rapidly growing hardware and software ecosystem VIDEO COMPRESSION TECHNOLOGY 15
Slide 21: Compression: the future
THE FUTURE COMPRESSION 80%+ better compression Optimise video quality for human visual system Flexible and widely adoptable Rapidly growing hardware and software ecosystem VIDEO COMPRESSION TECHNOLOGY 16
Slide 22: Compression: the future
THE FUTURE COMPRESSION 80%+ better compression Optimise video quality for human visual system Flexible and widely adoptable Rapidly growing hardware and software ecosystem VIDEO COMPRESSION TECHNOLOGY 17
Slide 23: Compression: the future
THE FUTURE COMPRESSION 80%+ better compression Optimise video quality for human visual system Flexible and widely adoptable Rapidly growing hardware and software ecosystem VIDEO COMPRESSION TECHNOLOGY 18
Slide 24: Stakeholders
THE REACH STAKEHOLDERS END USERS CONTENT PROVIDERS Removes bandwidth More than 5x reduction constraints for users of bandwidth costs Higher quality content; a leap Expands market access: millions in customer experience more customers reached Unlocks new types Accelerates adoption of new of content t
Slide 25: The internet infrastructure is crumbling under the weight of new data
BIG PICTURE THE INTERNET INFRASTRUCTURE IS CRUMBLING UNDER THE WEIGHT OF NEW DATA WE'RE WORKING TO SOLVE THAT. VIDEO COMPRESSION TECHNOLOGY 20
Slide 26: Compression without limits: contact us
CONTACT US SEBASTJAN CIZEL ML Lead deeprender.ai COMPRESSION WITHOUT sebastjan.cizel@deeprender.ai @scizel LIMITS VIDEO COMPRESSION TECHNOLOGY 21
Slide 27: AI and the Internet. How to Unlock a Synergistic Future
AI and the Internet. How to Unlock a Synergistic Future
Slide 28: Next-generation hardware for AI: the return of analogue processing
James Spall Co-Founder Next-generation hardware for AI: the return of analogue processing
Slide 29: AI capability is driven by compute speed
AI capability is driven by compute speed ... Capability ChatGPT Siri Ask Jeeves Computing speed | 2
Slide 30: AI now runs on dedicated processors
... and AI now runs on dedicated processors CPU GPU ASIC General computing Accelerator Flexible Dedicated but slow and fast | 3
Slide 31: Analog computing is the next step
Analog computing is the next step CPU GPU ASIC Analog processor Flexible Dedicated but slow and fast | 4
Slide 32: But why now?
But why now? Need Market Capability | 5
Slide 33: Need, Market, Capability
Need Market Capability | 6
Slide 34: Digital hardware has its limits
Digital hardware has its limits | 7
Slide 35: Energy consumption is growing unsustainably
Energy consumption is growing unsustainably | 8
Slide 36: Need, Market, Capability
Need Market Capability | 9
Slide 37: AI only needs a few simple operations
AI only needs a few simple operations | 10
Slide 38: Growth of cloud compute creates perfect market
Growth of cloud compute creates perfect market | 11
Slide 39: Need, Market, Capability
Need Market Capability | 12
Slide 40: Optical computing
Optical computing / WY »~ g >. Analog Faster clock Multiple Negligible power Operations speeds wavelengths consumption LUMA
Slide 41: Summary
Summary The limits of current hardware provides an Need opportunity AI and cloud provides the perfect market The next-generation of computing is optical Market Capability | 14
Slide 42: Challenges remain
Challenges remain • Networking data to and from the cloud • Scaling the number of processors in each datacentre • Efficiently connecting different types of processor | 15
Slide 43: Contact us
Contact us james.spall@lumai.co.uk www.lumai.co.uk
Slide 44: Panel Discussion
AI and the Internet. How to Unlock a Synergistic Future Panel Discussion.