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Enterprises today face increasing pressure to incorporate GPT-scale large language models, or LLMs, throughout their product suites. However, these LLMs are complex, cumbersome, and costly to deploy. Unlike the human brain, which consumes a mere 30 watts of power, LLMs require massive compute and power footprints that are harming the planet. To address these issues, significant research is being conducted into LLM optimization but skyrocketing demand is outpacing these improvements. In this talk, we show how a new approach, grounded in neuroscience research, can significantly improve the performance of LLMs and provide a sustainable path forward. 

In this presentation, Subutai will:

  • Provide an overview of the Generative AI landscape and the challenges companies face in deploying LLMs.
  • Review recent neuroscience discoveries that show how our brain achieves its incredible computational efficiency.
  • Demonstrate how Numenta’s AI platform can apply these discoveries to AI and enable enterprises to deploy powerful LLMs at scale in an extremely cost-effective manner.

Author:

Subutai Ahmad

CEO
Numenta

Subutai is passionate about neuroscience, deep learning, and building intelligent systems. An accomplished technologist, he has been instrumental in driving Numenta’s research, technology and business since 2005. He previously served as VP Engineering at YesVideo where he helped grow the company from a three-person start-up to a leader in automated digital media authoring. In 1997, Subutai co-founded ePlanet Interactive which developed the IntelPlay Me2Cam, the first computer vision product developed for consumers. Subutai holds a B.S. in Computer Science from Cornell University, and a Ph.D in Computer Science from the University of Illinois at Urbana-Champaign.

Subutai Ahmad

CEO
Numenta

Subutai is passionate about neuroscience, deep learning, and building intelligent systems. An accomplished technologist, he has been instrumental in driving Numenta’s research, technology and business since 2005. He previously served as VP Engineering at YesVideo where he helped grow the company from a three-person start-up to a leader in automated digital media authoring. In 1997, Subutai co-founded ePlanet Interactive which developed the IntelPlay Me2Cam, the first computer vision product developed for consumers. Subutai holds a B.S. in Computer Science from Cornell University, and a Ph.D in Computer Science from the University of Illinois at Urbana-Champaign.

 

Jordane Terrasse

Head of Group Corporate Sustainability Risk Management and Risk Transfer
LSEG

Jordane Terrasse has been in the London insurance market for over 20 years, after graduating in Paris, obtaining a law degree and a post-grad master in insurance and risk management. She has held a variety of positions ranging from broking, client and carrier side. She has been Head of Group Corporate Sustainability Risk Management and Risk Transfer at London Stock Exchange Group since joining in 2018, and sits in the CRO Group Risk team.

Jordane Terrasse

Head of Group Corporate Sustainability Risk Management and Risk Transfer
LSEG

Jordane Terrasse

Head of Group Corporate Sustainability Risk Management and Risk Transfer
LSEG

Jordane Terrasse has been in the London insurance market for over 20 years, after graduating in Paris, obtaining a law degree and a post-grad master in insurance and risk management. She has held a variety of positions ranging from broking, client and carrier side. She has been Head of Group Corporate Sustainability Risk Management and Risk Transfer at London Stock Exchange Group since joining in 2018, and sits in the CRO Group Risk team. As part of her role, Jordane is responsible for the strategic purchase of all insurance programmes for the group, spanning 68 countries, ranging from financial lines, P&C, as well as specialty lines and M&A. Additionally, another key element of her role is to drive risk management projects with a focus on resilience and efficiency to support the other Group Risk teams. From a sustainability standpoint, Jordane is responsible for driving the risk management strategy, including embedding sustainability related risks in the ERMF in line with the group’s risk taxonomy and ensuring delivery of the risk agenda at group level. Jordane is also an AIRMIC board member, the Chair of the Financial Institution Special Interest Group for AIRMIC and a member of the Risk Management Committee.

 

Rainer Friedrich

Director of Global IP and Biotech Technical Judge
CSL Behring and the UPC

Rainer Friedrich

Director of Global IP and Biotech Technical Judge
CSL Behring and the UPC

Rainer Friedrich

Director of Global IP and Biotech Technical Judge
CSL Behring and the UPC
 

Martin Schmidt

Life Science Technical Judge
UPC

Martin Schmidt

Life Science Technical Judge
UPC

Martin Schmidt

Life Science Technical Judge
UPC
 

Ronny Thomas

Honourable Judge
UPC Local Division, Dusseldorf

Ronny Thomas

Honourable Judge
UPC Local Division, Dusseldorf

Ronny Thomas

Honourable Judge
UPC Local Division, Dusseldorf
 

Tobias Pichlmaier

Honourable Judge
UPC Local Division, Munich

Tobias Pichlmaier

Honourable Judge
UPC Local Division, Munich

Tobias Pichlmaier

Honourable Judge
UPC Local Division, Munich
 

Matthias Zigann

Honourable Judge
UPC Local Division, Munich

Matthias Zigann

Honourable Judge
UPC Local Division, Munich

Matthias Zigann

Honourable Judge
UPC Local Division, Munich
 

Rian Kalden

Honourable Judge
UPC Court of Appeal

Rian Kalden

Honourable Judge
UPC Court of Appeal

Rian Kalden

Honourable Judge
UPC Court of Appeal