Charles Caldwell - Improve Your Life with AI.pdf
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This document discusses how AI can be used to enhance productivity and create opportunities. It notes that outdated systems are expensive and do not meet the needs of knowledge workers. It also states that while AI has huge potential, most corporations lack quality data and preparation to effectively use AI. The document advocates developing baseline data models and metadata to provide high-quality, cleaned data needed to power useful AI applications that can improve decision-making and worker effectiveness.
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Charles Caldwell - Improve Your Life with AI.pdf
- 1. Improve Your Life with AI Living Smart with Heart Use AI to enhance and protect how you live and work Be Happier, Healthier and More Productive with AI by Charles E. Caldwell Artificial Intelligence Innovation Summits
- 2. 2 + powered by AI = Transformative Technology n Artificial Intelligence economic impact = $13 Trillion (2030) Challenge n AI requires high quality data and truthful information n 95% of corporate data and information is “worthless ” n Corporations are not prepared to use AI effectively n Ingesting and cleansing data is difficult and expensive n Businesses need Baseline DNA Data Models for AI n Managers don’t know what to do or where to start 2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com
- 3. 3 + powered by 2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com AI Can Enhance Productivity Disruption creates $ trillions in waste and lost opportunity costs. Executives need strategic insight and expertise to modernize systems and optimize worker productivity. Outdated legacy systems are expensive, increase risks and do not meet needs of today’s knowledge workers. To improve value creation, businesses need to develop step-change strategies, solution roadmaps and action plans to evolve operations and increase ROI while reducing risks. Knowledge worker productivity is declining creating big problems for corporations. Technology and exponential growth of information impacts the way people work. Device addiction, social media, remote working and transformation are altering businesses and markets.
- 4. 4 + powered by AI Creates Huge Opportunities There is huge opportunity to use AI to deliver game changing insight and tools to manage transformation. AI can deliver historic, predictive and prescriptive analytics and tools to improve human effectiveness. Use GeoEconoMetrics and activity-based data to model performance. Baseline data is needed to model corporate DNA (cDNA) to support development of AI applications. As new insights emerge, opportunity to grow revenues and reduce costs becomes more obvious. The secret to success is in knowing where to start, what to do and how to measure value to stay on course. “The most important contribution of management in the 20th century was to increase manual worker productivity 50-fold. During the 21st century, focus must be on increasing knowledge worker productivity (hopefully by the same %). So far, knowledge worker productivity gains have been abysmal (lower than 70 years ago). Nobody has addressed this problem! We know how to rapidly increase knowledge worker productivity, but the methods are totally different from those applied to manual workers.” Peter Drucker (1999) 2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com
- 5. 5 + powered by 2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com The Goal is to Advance Learning Problems are not solved on the same level they are created. The goal is to rise above situations by changing thinking to gain new perspective. Unconscious Incompetence Conscious Incompetence Conscious Competence Unconscious Competence “We don’t know what we don’t know…” “We need to get help in these areas…” “We need to get even better…” “We have a continuous improvement mindset…” Unclear Understand Improve Succeed Objective: Determine how action translates into value creation. Quantify activity-based costs to know how you need to manage effectiveness.
- 6. 6 Intellectual Property and Copyright Infringement is a big problem! Asset Development is expensive and complex but necessary to protect the rights of authors, information producers and all kinds of knowledge workers. ChatGPT Will Keep Lawyers Busy
- 7. 7 + powered by Asset Management is Complex Workflow Workflow (potential Bottlenecks) Start & End of Workflow Cycle AI Generated content from text and images on the Internet sets up unauthorized use of copyrighted data and information. Failure to accurately list authorship puts you at risk. Who is creating your data? Are you getting good insight? Can you trust what you see and hear?
- 8. 8 + powered by Asset Submission & Value Creation Workflow Workflow (potential Bottlenecks) Start & End of Workflow Cycle Metadata is critical for AI! Most data and information must be cleaned and filtered. Turning “content” into digital assets to power AI is complex, and expensive, but very necessary!
- 9. 9 + powered by Ingest & Metadata Development Data and Information needed to power AI must be developed! Don’t assume you are working with reliable information. Do your homework and make sure you backcheck sources of data. AI can detect fake data and images!
- 10. 10 + powered by 2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com AI Relies on Data-as-an-Asset There is huge need to develop corporate ontology and taxonomy metadata to improve information management. The illustration highlights core areas of metadata. Most corporations have never optimized their information and systems. This is one reason why IT costs keep increasing. cDNA models create data needed to streamline development to support step-change efforts. Business Ontology & Taxonomy development to manage step-change AI creates opportunity to improve human effectiveness.
- 11. 11 + powered by Cascading Data Models are Powerful 2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com Customized Business Data & AI Algorithm Development 1. Know state of your data and learn where and how to improve quality of information 2. Establish baseline models to improve data consistency to power algorithms 3. Architect data to meet needs of all workers and to improve workflow 4. Know potential to drive engagement to enhance learning and improve decision-making
- 12. 12 + powered by Optimizing Business Performance 2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com Use AI to improve workforce productivity!
- 13. 13 + powered by Custom Algorithm to Power AI Apps 2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com
- 14. 14 + powered by Coding Data/Logic into Algorithms 2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com Meetings are complex and time consuming!
- 15. 15 + powered by Calculating Business Potential 2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com
- 16. 16 + powered by Extremely Accurate Predictive Data 2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com (Sample back test model on GE)
- 17. 17 + powered by TALON transforms US Healthcare 2018 © GEM Analytics P.O. Box 1009 Portsmouth, NH 03802 603-294-4171 www.gemanalytics.com https://talonhealthtech.com/ TALON Health Tech uses AI to produce game changing insight to level the US Healthcare Marketplace by delivering price data, information and incentive to change how people think and feel about healthcare and how to manage costs.
- 18. 18 + powered by Action based on Knowing Potential 2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com
- 19. 19 + powered by 2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com 30 Years of Advanced Data Modeling $100 Million In first year savings optimizing product development cycle We developed DAM Market to improve information management practices for thousands of corporations Chief Architect of Corbis (Bill Gate’s asset repository) - one of the world’s largest digital asset repositories - 100 million photos and 800K videos. AI has evolved from DAM over many years!
- 20. 20 + powered by Continuous AI Learning System 2019 © GEM Analytics P.O. Box 1009 Portsmouth, NH 03802 603-294-4171 www.gemanalytics.com Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com For further information, please contact: Charlie Caldwell – chas@glbvst.com The Secret to AI is to Advance Learning to Maximize ROI Living Smart with Heart Get baseline information you need to master AI! www.livingsmartheart.com Available on Amazon . .