Past Event

Deep Learning vs. Profound Wisdom

September 11, 2020
Deep Learning vs. Profound Wisdom
Webinar

Location

Zoom Webinar

 

 


Overview

Join the MIT Industrial Liaison Program for a four-part webinar series on Manufacturing 4.0, presenting the latest research and technology in advanced manufacturing at MIT. Each session includes a talk and Q&A with expert faculty in the field, startup presentations from founders affecting industry, and panel discussions. 

Upcoming Manufacturing 4.0 Webinar Series

  • Tuesday, October 13 - Topic TBD
  • Tuesday, November 10 - Robotics
  • Tuesday, December 1 - Supply Chain Challenges
  • Overview

    Join the MIT Industrial Liaison Program for a four-part webinar series on Manufacturing 4.0, presenting the latest research and technology in advanced manufacturing at MIT. Each session includes a talk and Q&A with expert faculty in the field, startup presentations from founders affecting industry, and panel discussions. 

    Upcoming Manufacturing 4.0 Webinar Series

    • Tuesday, October 13 - Topic TBD
    • Tuesday, November 10 - Robotics
    • Tuesday, December 1 - Supply Chain Challenges

Agenda

11:00am - 12:00pm

Senior Lecturer, System Dynamics
MIT Sloan School of Management

John Carrier

Senior Lecturer, System Dynamics
MIT Sloan School of Management

John Carrier is a Senior Lecturer of System Dynamics at the MIT Sloan School of Management.

Carrier instructs senior managers on improving manufacturing and business processes and serves as an on-site coach in support of projects. His research focuses on strategic marketing and new business development in high technology, specialty chemicals, and service segments. Carrier has more than 15 years of experience in a variety of corporate, entrepreneurial, and consulting environments. Since 2006, he has worked with Arsenal Capital Partners as director of Six Sigma, where he is responsible for increasing portfolio company valuation by adapting and applying Six Sigma techniques to midsize companies. Carrier also handles due diligence, post-merger integrations, and financial analysis and improvement. Prior to joining Arsenal Capital Partners, he was employed by Grace Construction Products; Bain & Company, Inc.; and SuperCool LLC.

Carrier holds a BS in chemical engineering from the University of Michigan, a PhD in chemical engineering from MIT, and an MBA from Harvard Business School.

While the current wave of  “Deep Learning” business applications is showing some success, the upside of this approach is limited by the fact that it is heavily reliant on data, and ignores the fundamental principles of System Dynamics, Lean Operations, and Agile Management – a concept captured in W. Edward Deming’s phrase, “Profound Wisdom”. In this talk, we will explore how an understanding of the fundamental principles underlying successful organizations is critical to achieving transformational results from implementing the new technologies of Industry 4.0, including Machine Learning and Artificial Intelligence. We will also examine successful ML examples from Google and Stanford Medical School and show that these applications are based on classic Lean and Operational Improvement tools.  We will also look at large scale failed applications due to a naïve  reliance on “black boxes” led to predictably poor results.  This session is a must for anyone looking to apply ML to drive performance improvement and risk reduction in complex, human-driven organizations.

12:00pm - 1:00pm

Startups
  1. GenOne (https://genone.tech
  2. IIOT OXYS (http://www.oxyscorp.com
  • Agenda
    11:00am - 12:00pm

    Senior Lecturer, System Dynamics
    MIT Sloan School of Management

    John Carrier

    Senior Lecturer, System Dynamics
    MIT Sloan School of Management

    John Carrier is a Senior Lecturer of System Dynamics at the MIT Sloan School of Management.

    Carrier instructs senior managers on improving manufacturing and business processes and serves as an on-site coach in support of projects. His research focuses on strategic marketing and new business development in high technology, specialty chemicals, and service segments. Carrier has more than 15 years of experience in a variety of corporate, entrepreneurial, and consulting environments. Since 2006, he has worked with Arsenal Capital Partners as director of Six Sigma, where he is responsible for increasing portfolio company valuation by adapting and applying Six Sigma techniques to midsize companies. Carrier also handles due diligence, post-merger integrations, and financial analysis and improvement. Prior to joining Arsenal Capital Partners, he was employed by Grace Construction Products; Bain & Company, Inc.; and SuperCool LLC.

    Carrier holds a BS in chemical engineering from the University of Michigan, a PhD in chemical engineering from MIT, and an MBA from Harvard Business School.

    While the current wave of  “Deep Learning” business applications is showing some success, the upside of this approach is limited by the fact that it is heavily reliant on data, and ignores the fundamental principles of System Dynamics, Lean Operations, and Agile Management – a concept captured in W. Edward Deming’s phrase, “Profound Wisdom”. In this talk, we will explore how an understanding of the fundamental principles underlying successful organizations is critical to achieving transformational results from implementing the new technologies of Industry 4.0, including Machine Learning and Artificial Intelligence. We will also examine successful ML examples from Google and Stanford Medical School and show that these applications are based on classic Lean and Operational Improvement tools.  We will also look at large scale failed applications due to a naïve  reliance on “black boxes” led to predictably poor results.  This session is a must for anyone looking to apply ML to drive performance improvement and risk reduction in complex, human-driven organizations.

    12:00pm - 1:00pm

    Startups
    1. GenOne (https://genone.tech
    2. IIOT OXYS (http://www.oxyscorp.com